Statistics and Operations Research

COORDINATOR

Graffelman, Jan

CONTACT

ICT North Campus Management and Support Unit
ICT North Campus Management and Support Unit doctoral unit
Universitat Politècnica de Catalunya · BarcelonaTech
C/Jordi Girona, 1-3. Building B4-003
08034 Barcelona
93 401 68 80
doctorat.eio@upc.edu

The Department of Statistics and Operations Research at the Universitat Politècnica de Catalunya (UPC) was created in 1987 as a result of the University Reform Law, which brought together various university groups that had previously been working separately in areas of statistics and operations research.

The Department has a staff of 40 professors who work between the School of Industrial Engineering of Barcelona (ETSEIB); the School of Industrial, Aerospace and Audio-visual Engineering of Terrassa (ESEIAAT); the Barcelona School of Informatics (FIB) and the School of Mathematics and Statistics (FME). The Department offers its own doctoral programme as well as master’s and postgraduate courses.

The Department is involved in a large number of research activities (mostly in the field of industrial engineering), the development of intelligent interfaces and automatic data processing systems, the optimisation and simulation of flows in networks and related applications.

General information

Access profile

In general, any student coming from a numbers-related discipline or holding a master’s degree in Statistics and Operations Research (preferably from the UPC) who earned good (in the top quarter) grades may be admitted into this doctoral programme.

Specifically, it is recommended that applicants hold one of the following undergraduate degrees:
• Bachelor’s degree in Statistical Techniques and Sciences
• Bachelor’s degree in Mathematics
• Bachelor’s degree in Computer Engineering
• Bachelor’s degree in Industrial Engineering
• Bachelor’s degree in Telecommunications Engineering
• Bachelor’s degree in Agricultural Engineering
• Bachelor’s degree in Biology
• Bachelor’s degree in Economics
• Bachelor’s degree in Sociology
• Bachelor’s degree in Medicine.

Students must be able to communicate in English, Catalan or Spanish.

Output profile

Doctoral candidates who complete a doctoral degree will have acquired the following competencies, which are needed to carry out quality research (Royal Decree 99/2011, of 28 January, which regulates official doctoral studies):

a) A systematic understanding of the field of study and a mastery of the research skills and methods related to the field.
b) An ability to conceive, design or create, put into practice and adopt a substantial process of research or creation.
c) An ability to contribute to pushing back the frontiers of knowledge through original research.
d) A capacity for critical analysis and an ability to assess and summarise new and complex ideas.
e) An ability to communicate with the academic and scientific community and with society in general as regards their fields of knowledge in the manner and languages that are typical of the international scientific community to which they belong.
f) An ability to foster scientific, technological, social, artistic and cultural progress in academic and professional contexts within a knowledge-based society.

The award of a doctoral degree must equip the graduate for work in a variety of settings, especially those requiring creativity and innovation. Doctoral graduates must have at least acquired the personal skills needed to:

a) Develop in contexts in which there is little specific information.
b) Find the key questions that must be answered to solve a complex problem.
c) Design, create, develop and undertake original, innovative projects in their field.
d) Work as part of a team and independently in an international or multidisciplinary context.
e) Integrate knowledge, deal with complexity and make judgements with limited information.
f) Offer criticism on and intellectually defend solutions.

Finally, with respect to competencies, doctoral students must:
a) have acquired advanced knowledge at the frontier of their discipline and demonstrated, in the context of internationally recognised scientific research, a deep, detailed and well-grounded understanding of theoretical and practical issues and scientific methodology in one or more research fields;
b) have made an original and significant contribution to scientific research in their field of expertise that has been recognised as such by the international scientific community;
c) have demonstrated that they are capable of designing a research project that serves as a framework for carrying out a critical analysis and assessment of imprecise situations, in which they are able to apply their contributions, expertise and working method to synthesise new and complex ideas that yield a deeper knowledge of the research context in which they work;
d) have developed sufficient autonomy to set up, manage and lead innovative research teams and projects and scientific collaborations (both national and international) within their subject area, in multidisciplinary contexts and, where appropriate, with a substantial element of knowledge transfer;
e) have demonstrated that they are able to carry out their research activity in a socially responsible manner and with scientific integrity;
f) have demonstrated, within their specific scientific context, that they are able to make cultural, social or technological advances and promote innovation in all areas within a knowledge-based society;
g) have demonstrated that they are able to participate in scientific discussions at the international level in their field of expertise and disseminate the results of their research activity to audiences of all kinds.

Number of places

12

Duration of studies and dedication regime

Duration
The maximum period of study for full-time doctoral studies is four years, counted from the date of first enrolment in the relevant programme until the date on which the doctoral thesis is deposited. The academic committee of the doctoral programme may authorise a doctoral candidate to pursue doctoral studies on a part-time basis. In this case, the maximum period of study is seven years from the date of first enrolment in the programme until the date on which the doctoral thesis is deposited. To calculate these periods, the date of deposit is considered to be the date on which the thesis is made publicly available for review.

If a doctoral candidate has a degree of disability equal to or greater than 33%, the maximum period of study is six years for full-time students and nine years for part-time students.

For full-time doctoral candidates, the minimum period of study is two years, counted from the date of an applicant's admission to the programme until the date on which the doctoral thesis is deposited; for part-time doctoral candidates it is four years.

When there are justified grounds for doing so, and the thesis supervisor and academic tutor have given their authorisation, doctoral candidates may request that the academic committee of their doctoral programme exempt them from the requirement to complete this minimum period of study.

Temporary disability leave and leave for the birth of a child, adoption or fostering for the purposes of adoption, temporary foster care, risk during pregnancy or infant feeding, gender violence and any other situation provided for in current regulations do not count towards these periods. Students who find themselves in any of these circumstances must notify the academic committee of the doctoral programme, which must inform the Doctoral School.

Doctoral candidates may request periods of temporary withdrawal from the programme for up to a total of two years. Requests must be justified and addressed to the academic committee responsible for the programme, which will decide whether or not to grant the candidate's request.

Extension of studies
If a doctoral candidate has not applied to deposit their thesis before the expiry of the deadlines specified in the previous section, the academic committee of the doctoral programme may, at the request of the doctoral candidate, authorise an extension of this deadline of one year under the conditions specified for the doctoral programme in question.

Dismissal from the doctoral programme
A doctoral candidate may be dismissed from a doctoral programme for the following reasons:

  • The doctoral candidate submitting a justified application to withdraw from the programme.
  • The doctoral candidate not having completed their annual enrolment or applied for a temporary interruption.
  • The doctoral candidate not having formalised annual enrolment on the day after the end of the authorisation to temporarily interrupt or withdraw from the programme.
  • The doctoral candidate receiving a negative reassessment after the deadline set by the academic committee of the doctoral programme to remedy the deficiencies that led to a previous negative assessment.
  • The doctoral candidate having been the subject of disciplinary proceedings leading to their suspension or permanent exclusion from the UPC.
  • A refusal to authorise the extensions applied for, in accordance with the provisions of Section 3.3 of these regulations.
  • The doctoral candidate not having submitted the research plan in the period established in Section 8.2 of these regulations.
  • The maximum period of study for the doctoral degree having ended, in accordance with the provisions of Section 3.4 of these regulations.

Dismissal from the programme means that the doctoral candidate cannot continue studying at the UPC and that their academic record will be closed. This notwithstanding, they may apply to the academic committee of the programme for readmission, and the committee must reevaluate the candidate in accordance with the criteria established in the regulations.

A doctoral candidate who has been dismissed due to having exceeded the time limit for completing doctoral studies or due to an unsatisfactory assessment may not be Academic Regulations for Doctoral Studies Universitat Politècnica de Catalunya Page 17 of 33 admitted to the same doctoral programme until at least two years have elapsed from the date of dismissal, as provided for in sections 3.4 and 9.2 of these regulations.

Legal framework

Organization

COORDINATOR:
ACADEMIC COMMISSION OF THE PROGRAM:
STRUCTURAL UNITS:
  • Department of Statistics and Operations Research (PROMOTORA)
CONTACT:
ICT North Campus Management and Support Unit
ICT North Campus Management and Support Unit doctoral unit
Universitat Politècnica de Catalunya · BarcelonaTech
C/Jordi Girona, 1-3. Building B4-003
08034 Barcelona
93 401 68 80
doctorat.eio@upc.edu

Access, admission and registration

Access profile

In general, any student coming from a numbers-related discipline or holding a master’s degree in Statistics and Operations Research (preferably from the UPC) who earned good (in the top quarter) grades may be admitted into this doctoral programme.

Specifically, it is recommended that applicants hold one of the following undergraduate degrees:
• Bachelor’s degree in Statistical Techniques and Sciences
• Bachelor’s degree in Mathematics
• Bachelor’s degree in Computer Engineering
• Bachelor’s degree in Industrial Engineering
• Bachelor’s degree in Telecommunications Engineering
• Bachelor’s degree in Agricultural Engineering
• Bachelor’s degree in Biology
• Bachelor’s degree in Economics
• Bachelor’s degree in Sociology
• Bachelor’s degree in Medicine.

Students must be able to communicate in English, Catalan or Spanish.

Access requirements

As a rule, applicants must hold a Spanish bachelor's degree or equivalent and a Spanish master's degree or equivalent, provided they have completed a minimum of 300 ECTS credits on the two degrees (Royal Decree 43/2015, of 2 February).

Applicants who meet one or more of the following conditions are also eligible for admission:

a) Holders of official Spanish degrees or equivalent Spanish qualifications, provided they have passed 300 ECTS credits in total and they can prove they have reached Level 3 in the Spanish Qualifications Framework for Higher Education.
b) Holders of degrees awarded in foreign education systems in the European Higher Education Area (EHEA), which do not require homologation, who can prove that they have reached Level 7 in the European Qualifications Framework, provided the degree makes the holder eligible for admission to doctoral studies in the country in which it was awarded.
c) Holders of degrees awarded in a country that does not belong to the EHEA, which do not require homologation, on the condition that the University is able to verify that the degree is of a level equivalent to that of official university master's degrees in Spain and that it makes the holder eligible for admission to doctoral studies in the country in which it was awarded.
d) Holders of another doctoral degree.
e) Holders of an official university qualification who, having been awarded a post as a trainee in the entrance examination for specialised medical training, have successfully completed at least two years of training leading to an official degree in a health sciences specialisation.

Note 1: Regulations for access to doctoral studies for individuals with degrees in bachelor's, engineering, or architecture under the system prior to the implementation of the EHEA (CG 47/02 2014).

Note 2: Agreement number 64/2014 of the Governing Council approving the procedure and criteria for assessing the academic requirements for admission to doctoral studies with non-homologated foreign degrees (CG 25/03 2014).

Legal framework

Admission criteria and merits assessment

Students who have completed the UPC’s master’s degree programme in Statistics and Operations Research, having earned marks of at least 7 out of 10, will be accepted into the programme.

Students who have not participated in this specific master’s programme but have completed another one in statistics and/or operations research at another university at a similar level and who have an undergraduate degree in sciences or technology (such as a bachelors’ degrees Statistical Techniques and Sciences, Mathematics, Computer Engineering, Industrial Engineering, Telecommunications Engineering, Biology, Economics or Medicine) will be evaluated on the following criteria (weights in parentheses):
• Academic transcript in undergraduate and mater’s programmes (60%).
• Level of undergraduate and/or master’s studies completed or the universities where they were completed (30%).
• Knowledge of one or more of the languages in which the doctoral programme is taught (English, Catalan or Spanish) (10%).

Students are required to have earned at least 70% of the maximum grade possible in both their undergraduate and master’s studies. Standard university rankings will be used to assess the university the applicant attended (for example, http://www.topuniversities.com/university-rankings). The Academic Committee may require these students to complete up to 60 credits of bridging courses (subjects from the master’s programme in Statistics and Operations Research).

Training complements

The academic committee for the programme may require that doctoral students pass specific bridging courses. In this case, the committee will monitor the bridging courses and set up appropriate criteria to limit their length.

The courses could involve training in research or transversal education, but in no case will candidates be required to enrol in 60 or more ECTS credits.

Depending on the doctoral student activity report, the programme’s Academic Committee may propose measures, in addition to those established by current regulations, that would disassociate candidates who do not meet the established requisites.

The bridging courses will be agreed upon by the programme’s Academic Committee and each student’s tutor/supervisor. The bridging courses will be made up of subjects from the master’s degree programme in Statistics and Operations Research offered by UPC.

Students who have completed the master’s degree programme in Statistics and Operations Research at the UPC will not have to take any bridging courses.

Students who have been admitted to the doctoral programme and who have completed a different master’s programme will, as a general rule, have to complete some bridging courses (a minimum of 30, usually, and up to a maximum of 60 credits).

Students who have been admitted to the doctoral programme with an “Operations Research” background, will, if they have not acquired the knowledge in their previous master’s studies, have to take general common foundational courses and those covering the foundations of operations research from the master’s degree programme in statistics and operations research: Simulation, Modelling in Mathematical Programming, Optimisation, Stochastic Optimisation, Integer Programming and Combinatorial Optimisation, Large Scale Optimisation, Heuristic Methods in Mathematical Programming, Network Flows.

Students who have been admitted to the programme and who have a background in “Statistics” will have to take, if they have not previously acquired such knowledge in their previous master’s studies, the following common foundational and fundamental statistical courses from the master’s degree programme in Statistics and Operations Research: Probability and Stochastic Processes, Multivariate Analysis, Inference, Generalised Linear Models, Design of Experiments, Bayesian Inference, Survival Analysis, Forecasting and Time Series, Discrete Data Analysis, Longitudinal Data Analysis, Non-Parametric Models, Sampling Techniques.

Enrolment period for new doctoral students

Students enrolling in the doctoral programme for the first time must do so by the deadline specified in the admission decision.
Unless otherwise expressly indicated, enrolments corresponding to admission decisions issued from the second half of April on must be completed within the ordinary enrolment period for the current academic year.

More information at the registration section for new doctoral students

Enrolment period

Ordinary period for second and successive enrolments: first half of October.

More information at the general registration section

Monitoring and evaluation of the doctoral student

Procedure for the preparation and defense of the research plan

Doctoral candidates must submit a research plan, which will be included in their doctoral student activity report, before the end of the first year. The plan may be improved over the course of the doctoral degree. It must be endorsed by the tutor and the supervisor, and it must include the method that is to be followed and the aims of the research.

At least one of these annual assessments will include a public presentation and defence of the research plan and work done before a committee composed of three doctoral degree holders, which will be conducted in the manner determined by each academic committee. The examination committee awards a Pass or Fail mark. A Pass mark is a prerequisite for continuing on the doctoral programme. Doctoral candidates awarded a Fail mark must submit a new research plan for assessment by the academic committee of the doctoral programme within six months.

The committee assesses the research plan every year, in addition to all of the other activities in the doctoral student activity report. Doctoral candidates who are awarded two consecutive Fail marks for the research plan will be obliged to definitely withdraw from the programme.

If they change the subject of their thesis, they must submit a new research plan.

Formation activities

The following educational activities make up the doctoral programme in statistics and operations research:

  • Tutorial. This involves tutors following-up with students via weekly meetings lasting around two hours. These meetings are mandatory and without them, the doctoral thesis cannot progress.
  • Master’s courses and Summer School. These are aimed to supplement candidates’ education if they have not completed the master’s degree programme in Statistics and Operations Research at the UPC. This includes advanced courses taught by visiting professors under the framework of the Summer School for the University’s master’s degree programme in Statistics and Operations Research (School of Mathematics and Statistics). The number of hours could reach those required to complete 60 credits (varying based on students’ backgrounds). In general, they include optional activities, though the Academic Committee or thesis supervisors could require that some of the courses be taken depending on the student’s background.
  • Seminars. Candidates will be required to regularly attend the Statistics and Operations Research Department’s seminars so that they may network with renowned researchers on both the national and international level and in order to expose themselves to cutting-edge research problems. Seminars typically last one hour, and the Department organises at least eight of them per year. Attending the seminars is optional.
  • Research stays. Doctoral candidates will be able to participate in research stays at other national or foreign research centres in order to educate themselves in specific areas or to carry out research work in order to be awarded the International Doctorate mention. Research stays tend to require a minimum stay of three months and are often optional, but they are required for students who wish to be awarded the International Doctorate mention.
  • Attending conferences. Candidates will be able to attend national and international conferences both to give their own presentations and to network with other researchers. International conferences often schedule intensive courses on topics that are of specific interest to doctoral candidates.
  • External courses. The Academic Committee communicates to candidates information regarding these intensive courses that are on specific topics that could be of interest to those in the degree programme. For example, the committee reports information on the courses offered by the Barcelona Graduate School of Mathematics (BSGMath). In general, they are optional courses that last for one week
  • UPC courses. The Academic Committee will inform doctoral candidates about courses of interest to scientific research, such as those organised by the UPC libraries (bibliographic research; training in information skills; learning to identify when and why information is needed; where to find information and how to assess it, use it and communicate it ethically) and the Institute of Education Sciences (improving language and communication skills; and acquiring the set of knowledge, abilities and attitudes needed to interpret and produce messages and communicate effectively in various contexts). In general, these are one- or two-day optional courses.

Procedure for assignment of tutor and thesis director

The academic committee of the doctoral programme assigns a thesis supervisor to each doctoral candidate when they are admitted or enrol for the first time, taking account of the thesis supervision commitment referred to in the admission decision.

The thesis supervisor will ensure that training activities carried out by the doctoral candidate are coherent and suitable, and that the topic of the candidate’s doctoral thesis will have an impact and make a novel contribution to knowledge in the relevant field. The thesis supervisor will also guide the doctoral candidate in planning the thesis and, if necessary, tailoring it to any other projects or activities undertaken. The thesis supervisor will generally be a UPC professor or researcher who holds a doctoral degree and has documented research experience. This includes PhD-holding staff at associated schools (as determined by the Governing Council) and UPC-affiliated research institutes (in accordance with corresponding collaboration and affiliation agreements). When thesis supervisors are UPC staff members, they also act as the doctoral candidate’s tutor.

PhD holders who do not meet these criteria (as a result of their contractual relationship or the nature of the institution to which they are attached) must be approved by the UPC Doctoral School's Standing Committee in order to participate in a doctoral programme as researchers with documented research experience.

The academic committee of the doctoral programme may approve the appointment of a PhD-holding expert who is not a UPC staff member as a candidate’s thesis supervisor. In such cases, the prior authorisation of the UPC Doctoral School's Standing Committee is required. A UPC staff member who holds a doctoral degree and has documented research experience must also be proposed to act as a co-supervisor, or as the doctoral candidate’s tutor if one has not been assigned.

A thesis supervisor may step down from this role if there are justified reasons (recognised as valid by the committee) for doing so. If this occurs, the academic committee of the doctoral programme will assign the doctoral candidate a new thesis supervisor.

Provided there are justified reasons for doing so, and after hearing any relevant input from the doctoral candidate, the academic committee of the doctoral programme may assign a new thesis supervisor at any time during the period of doctoral study.

If there are academic reasons for doing so (an interdisciplinary topic, joint or international programmes, etc.) and the academic committee of the programme gives its approval, an additional thesis supervisor may be assigned. Supervisors and co-supervisors have the same responsibilities and academic recognition.

The maximum number of supervisors of a doctoral thesis is two: a supervisor and a co-supervisor.

For theses carried out under a cotutelle agreement or as part of an Industrial Doctorate, if necessary and if the agreement foresees it this maximum number of supervisors may not apply. This notwithstanding, the maximum number of supervisors belonging to the UPC is two.

More information at the PhD theses section

Permanence

The maximum period of study for full-time doctoral studies is four years, counted from the date of first enrolment in the relevant programme until the date on which the doctoral thesis is deposited. The academic committee of the doctoral programme may authorise a doctoral candidate to pursue doctoral studies on a part-time basis. In this case, the maximum period of study is seven years from the date of first enrolment in the programme until the date on which the doctoral thesis is deposited. To calculate these periods, the date of deposit is considered to be the date on which the thesis is made publicly available for review.

If a doctoral candidate has a degree of disability equal to or greater than 33%, the maximum period of study is six years for full-time students and nine years for part-time students.

If a doctoral candidate has not applied to deposit their thesis before the expiry of the deadlines specified in the previous section, the academic committee of the doctoral programme may, at the request of the doctoral candidate, authorise an extension of this deadline of one year under the conditions specified for the doctoral programme in question.

Dismissal from the doctoral programme
A doctoral candidate may be dismissed from a doctoral programme for the following reasons:

  • The doctoral candidate submitting a justified application to withdraw from the programme.
  • The doctoral candidate not having completed their annual enrolment or applied for a temporary interruption.
  • The doctoral candidate not having formalised annual enrolment on the day after the end of the authorisation to temporarily interrupt or withdraw from the programme.
  • The doctoral candidate receiving a negative reassessment after the deadline set by the academic committee of the doctoral programme to remedy the deficiencies that led to a previous negative assessment.
  • The doctoral candidate having been the subject of disciplinary proceedings leading to their suspension or permanent exclusion from the UPC.
  • A refusal to authorise the extensions applied for, in accordance with the provisions of Section 3.3 of these regulations.
  • The doctoral candidate not having submitted the research plan in the period established in Section 8.2 of these regulations.
  • The maximum period of study for the doctoral degree having ended, in accordance with the provisions of Section 3.4 of these regulations.

Dismissal from the programme means that the doctoral candidate cannot continue studying at the UPC and that their academic record will be closed. This notwithstanding, they may apply to the academic committee of the programme for readmission, and the committee must reevaluate the candidate in accordance with the criteria established in the regulations.

A doctoral candidate who has been dismissed due to having exceeded the time limit for completing doctoral studies or due to an unsatisfactory assessment may not be Academic Regulations for Doctoral Studies Universitat Politècnica de Catalunya Page 17 of 33 admitted to the same doctoral programme until at least two years have elapsed from the date of dismissal, as provided for in sections 3.4 and 9.2 of these regulations.

Legal framework

Learning resources

The doctoral programme was given the Quality Award MCD2003-00128 from 2003 to 2009. In 2011 it was given the Excellence Award MEE2011-0384, which was renewed in 2012 and 2013. This gives the programme access to calls for mobility aid for professors (visiting professors who give classes in the programme), for thesis panels recognised across Europe and for students to achieve the European mention. In the recent 2011 call for mobility, this doctoral programme was awarded all of the aid that it requested: 3 for foreign professors to take part on panels for the European mention, 2 for visiting professors to teach classes in the programme’s Summer School and 3 for students to perform stays and earn the European mention. When the budget has allowed, the programme has also offered travel packages to help with the travel costs of attending conferences and completing stays. In 2011 a call was held and it ended up benefiting ten candidates in the programme.

Doctoral Theses

List of authorized thesis for defense

Last update: 19/06/2024 06:45:33.

List of lodged theses

Last update: 19/06/2024 06:30:26.

List of defended theses by year

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  • LORENTE GARCÍA, ESTER: A Simulation-based intermodal assignment accounting for public transport and ride-pooling services
    Author: LORENTE GARCÍA, ESTER
    Programme: DOCTORAL DEGREE IN STATISTICS AND OPERATIONS RESEARCH
    Department: Department of Statistics and Operations Research (EIO)
    Mode: Normal
    Reading date: 17/04/2024
    Thesis director: CODINA SANCHO, ESTEVE | BARCELÓ BUGEDA, JAIME

    Committee:
         PRESIDENT: FAULIN FAJARDO, FRANCISCO
         SECRETARI: MONTERO MERCADÉ, LIDIA
         VOCAL NO PRESENCIAL: FRIEDRICH, BERNHARD
    Thesis abstract: Shared mobility, including Mobility as a Service (MaaS), has emerged as a potential solution for city congestion. However, recent studies have revealed unintended con-sequences such as increased travel times and reduced public transport usage. The International Association of Public Transport (UITP) emphasises the need for a complementary integration of shared mobility and public transportation to achieve positive outcomes. This thesis focuses on the intermodal integration of a ride-pooling service (RP) as a feeder to public transport (PT) stops, enabling combined trips with multiple legs. Unlike previous studies, it explores all the intermodal types, considers a wide range of intermodal combinations beyond the constraints of the closest vehicle and stop, and analyses the performance in a large metropolitan area with an extensive transit network. In this thesis, a dispatching strategy is developed that significantly improves the performance of a ride-pooling system in intermodal combination with public trans-port. It is implemented within the intermodal dispatcher, the key component of the system. The most important characteristics of the strategy are that it uses a batch dispatching approach for optimising requests-to-transport vehicles (RP and/or PT) assignment, and introduces delayed dispatching, which postpones request dispatching until their time window approaches. This strategy enables precise vehicle selection, avoiding premature choices when most vehicle tours are empty. In particular, this affects trips with a last leg (LL) of ride-pooling, which are divided into two parts and treated in two separate iterations. The first part excludes the ending RP leg and is dispatched initially using an estimate for the LL. The second part of the trip is momentarily left pending and is dispatched with a given anticipation to the time window of the LL. To guarantee the availability of vehicles in this second part, the system implements a vehicle reservation mechanism.In order to evaluate the performance of the proposed dispatching strategy, a simulation-based system has been developed that accurately models both the operation of the ride-pooling system in the field (the movement of vehicles and customer request reception) and the processing of requests and vehicle location updates by the dispatcher. Compared to actual field experiments, the simulation allows experiments in which all parameters of the dispatching strategy and of the demand are systematically varied. This simulator is the second significant result of the thesis. The simulation results indicate that implementing a delayed dispatching strategy plus vehicle reservation can lead to higher served demand and improved profitability out-comes compared to a non-delayed strategy, particularly in fleet-saturated scenarios. This strategy optimises the allocation of system resources, specifically the limited fleet of vehicles, as these are more properly selected. As a result, the system may efficiently identify and include alternatives with a high shared proportion of en-route passengers without imposing excessive restrictions on future requests.

  • RAMÓN LUMBIERRES, DANIEL JACOBO: Speculation – postponement strategies in supply chain network design problems: a modelling framework for new supply chain strategies through stochastic optimization
    Author: RAMÓN LUMBIERRES, DANIEL JACOBO
    Thesis link: http://hdl.handle.net/10803/690554
    Programme: DOCTORAL DEGREE IN STATISTICS AND OPERATIONS RESEARCH
    Department: Department of Statistics and Operations Research (EIO)
    Mode: Normal
    Reading date: 23/01/2024
    Thesis director: HEREDIA CERVERA, FRANCISCO JAVIER

    Committee:
         PRESIDENT: ALONSO AYUSO, ANTONIO
         SECRETARI: RODRÍGUEZ PEREIRA, JESSICA
         VOCAL: PAGÈS BERNAUS, ADELA
    Thesis abstract: Speculation and Postponement are opposite supply chain strategies intended to either advance or postpone the necessaryproduction processes to transform raw materials into finished goods. A Customer Order Decoupling Point, or CODP, is alogistic point of the chain where the speculative production is stored until the placement of demand orders, so the CODPpositioning characterizes the associated strategy of the supply chain. Two optimization models are presented to decide theoptimal Supply Chain Network Design and its Speculation – Postponement strategy through a two-stage stochasticoptimization approach: a first one called (OSCS) that assigns strategic and speculation decisions to first-stage variables, andpostponement and recourse values to second-stage variables; and a second one called (OSCST) with the same strategicdecisions as (OSCS) where speculation and postponement concepts are explicitly excluded of the modelling, so allproduction flow decisions are left to second-stage variables. The analysis of a study case of (OSCS) shows clear combinedSpeculation – Postponement strategies for different products joint along with tactical criterions to fulfill demand orders indecreasing order of inventory production added value, as well as significant strategic differences between the originalproblem and its deterministic equivalent. The solutions of the study cases of (OSCST) keep the observed tactical criterionsand show Speculation – Postponement strategies that lay outside of the classical scope. Finally, an extension of theSpeculation – Postponement strategy framework is proposed joint along with two measures, the Absolute and RelativeDegree of Speculation, to quantify the Speculation – Postponement strategy of any supply chain problem with inventory levels.This PhD thesis is the result of a collaboration between GNOM-UPC, Accenture Technology Labs, Accenture AnalyticsInnovation Center and CIM-UPC.

Last update: 19/06/2024 07:00:55.

Theses related publications

AUTHOR:RAMÓN LUMBIERRES, DANIEL JACOBO
Title:Speculation ¿ Postponement strategies in supply chain network design problems
Reading date:23/01/2024
Director:HEREDIA CERVERA, FRANCISCO JAVIER
Mention:No mention
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Minguella-Canela, J.; Muguruza, A.; Ramon-Lumbierres, Daniel.; Heredia, F.-Javier; Gimeno, R.; Guo, P.; Hamilton, M.; Shastry, K.; Webb, S.
Procedia manufacturing, ISSN: 2351-9789 (JCR Impact Factor-2017: 0.201; Quartil: Q3)
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Reading date:20/12/2023
Tutor/a:ALBAREDA SAMBOLA, MARIA
Director:HERMOSO LOPEZ, VIRGILIO
Co-director:ÁLVAREZ MIRANDA, EDUARDO
Mention:No mention
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Journal article

An integer programming method for the design of multi-criteria multi-action conservation plans
Alvarz, E.; Salgado, J.; Hermoso-López, Virgilio; Garcia-Gonzalo, Jordi; Weintraub, A.
Omega: the international journal of management science, ISSN: 0305-0483 (JCR Impact Factor-2020: 7.084; Quartil: Q1)
Publication date: 04/2020
Journal article

Spatial prioritisation of management for biodiversity conservation across the EU
Hermoso-López, Virgilio; Salgado, J.; Lanzas, M.; Alvarz, E.
Biological conservation, ISSN: 0006-3207 (JCR Impact Factor-2022: 5.9; Quartil: Q1)
Publication date: 06/2022
Journal article

prioriactions: multi-action management planning in R
Salgado, J.; Hermoso-López, Virgilio; Alvarz, E.
Methods in ecology and evolution, ISSN: 2041-210X (JCR Impact Factor-2022: 6.6; Quartil: Q1)
Publication date: 01/01/2023
Journal article

Designing an optimal large-scale reintroduction plan for a critically endangered species
Canessa, S.; Salgado, J.; Villero, D.; Brotons Alabau, Lluís; Amat Orriols, F.; Guinart, D.; Solórzano, S.; López, L.; Comas, X.; Hermoso, V.
Journal of applied ecology, ISSN: 1365-2664 (JCR Impact Factor-2021: 10.7
Publication date: 01/03/2023
Journal article

AUTHOR:CORTEZ ORDOÑEZ, ALEXANDRA PIEDAD
Title:The dynamics of bike sharing systems: advancements in analytics tools
Reading date:23/11/2023
Director:VÁZQUEZ ALCOCER, PERE PAU
Co-director:SÁNCHEZ ESPIGARES, JOSE ANTONIO
Mention:No mention
RELATED PUBLICATIONS
A visual tool for the analysis of usage trends of small and medium bicycle sharing systems
Cortez, A.; Sanchez, J.; Vazquez, P.
Computers & graphics, ISSN: 0097-8493 (JCR Impact Factor-2022: 2.5; Quartil: Q2)
Publication date: 12/2022
Journal article

Scalability evaluation of forecasting methods applied to bicycle sharing systems
Cortez, A.; Vazquez, P.; Sanchez, J.
Heliyon, ISSN: 2405-8440 (JCR Impact Factor-2022: 4.0; Quartil: Q2)
Publication date: 10/2023
Journal article

Advanced Visual Interaction with Public Bicycle Sharing Systems
2021 International Conferences in Central Europe on Computer Graphics, Visualization and Computer Vision
Presentation date: 19/05/2021
Presentation of work at congresses

Analysis and visual exploration of prediction algorithms for public bicycle sharing systems
15th International Conference on Computer Graphics, Visualization, Computer Vision and image Processing
Presentation date: 21/07/2021
Presentation of work at congresses

AUTHOR:PALOMINO GAYETE, ARTURO
Title:Metodologia d'identificació de seqüències Web per a business intelligence basada en tècniques de mineria de dades.
Reading date:03/10/2023
Director:GIBERT OLIVERAS, CARINA
Mention:No mention
RELATED PUBLICATIONS
Quick sequence detection
Universitat Politècnica de Catalunya
Registration date: 26/01/2023
Patent

¿Cómo reformular la estrategia de comercio electrónico de una organización mediante el análisis de datos?
Universitat Oberta de Catalunya
Publication date: 01/09/2017
Book

Web pattern detection for Business Intelligence with data mining
Publication date: 23/10/2014
Book chapter

Web pattern navigation profiling for online marketing campaigns design support under a data science approach
Publication date: 01/10/2018
Book chapter

Web pattern detection for business intelligence with data mining
17th International Conference of the Catalan Association for Artificial Intelligence
Presentation date: 2014
Presentation of work at congresses

Finding patterns from a user-centric perspective using knowledge discovery methods
5th International Conference on Advanced Research Methods and Analytics
Presentation date: 28/06/2023
Presentation of work at congresses

AUTHOR:IVANOVA, ANZHELIKA
Title:Optimal PMU Placement in active distribution networks.
Reading date:18/07/2023
Tutor/a:HEREDIA CERVERA, FRANCISCO JAVIER
Director:CORCHERO GARCIA, CRISTINA
Co-director:DOMÍNGUEZ GARCÍA, JOSÉ LUIS
Mention:No mention
RELATED PUBLICATIONS
Frequency support markets and wind power integration
Ivanova, A.; Domínguez , J.; Corchero, C.
Energies, ISSN: 1996-1073 (JCR Impact Factor-2021: 3.252; Quartil: Q3)
Publication date: 08/11/2021
Journal article

A DSO flexibility platform based on an optimal congestion management model for the European CoordiNet project
Ivanova, A.; Corchero, C.
Electric power systems research, ISSN: 0378-7796 (JCR Impact Factor-2021: 6.6
Publication date: 08/2023
Journal article

Intentional Islanding of Electricity Grids Using Binary Genetic Algorithm
2nd Global Power, Energy and Communication Conference
Presentation date: 23/10/2020
Presentation of work at congresses

Increasing resilience of power systems using intentional islanding; a comparison of Binary genetic algorithm and deep learning based method
IEEE International Conference on Cyber Security and Resilience (CSR)
Presentation date: 27/07/2021
Presentation of work at congresses

DSO - TSO Cooperation for Congestion Management
15th SDEWES Conference Cologne 2020
Presentation date: 30/09/2021
Presentation of work at congresses

AUTHOR:BARBERO, MATTIA
Title:Demand aggregator optimal strategies: From the bidding to the execution
Reading date:17/07/2023
Tutor/a:HEREDIA CERVERA, FRANCISCO JAVIER
Director:CORCHERO GARCIA, CRISTINA
Mention:International Mention
RELATED PUBLICATIONS
Reused second life batteries for aggregated demand response services
Canals Casals, L.; Barbero, M.; Corchero, C.
Journal of cleaner production, ISSN: 0959-6526 (JCR Impact Factor-2019: 7.246; Quartil: Q1)
Publication date: 01/03/2019
Journal article

Critical evaluation of European balancing markets to enable the participation of Demand Aggregators
Barbero, M.; Corchero, C.; Canals Casals, L.; Igualada, L.; Heredia, F.-Javier
Applied energy, ISSN: 0306-2619 (JCR Impact Factor-2020: 9.746; Quartil: Q1)
Publication date: 15/04/2020
Journal article

Comparison between economic and environmental drivers for demand side aggregator
Barbero, M.; Canals Casals, L.; Corchero, C.
Utilities Policy, ISSN: 0957-1787 (JCR Impact Factor-2020: 2.812; Quartil: Q3)
Publication date: 08/2020
Journal article

Development of a platform for the assessment of demand-side flexibility in a microgrid laboratory
Etxandi, M.; Colet, A.; Barbero, M.; Corchero, C.
Applied energy, ISSN: 0306-2619 (JCR Impact Factor-2021: 20.4
Publication date: 01/02/2023
Journal article

Demand response approaches in a research project versus a real business
Barbero, M.; Canals Casals, L.; Colet, A.; Salom, J.; Corchero, C.
Sustainable energy, grids and networks, ISSN: 2352-4677 (JCR Impact Factor-2021: 5.405; Quartil: Q1)
Publication date: 09/2023
Journal article

Overview of the regulation on aggregator agents in Europe
15th International Conference on the European Energy Market
Presentation date: 27/06/2018
Presentation of work at congresses

Estudio de mercados de flexibilidad de la demanda y algoritmos de agregadores
CIGRE Session 2018
Presentation date: 11/2018
Presentation of work at congresses

Battery electric buses participation in electricity markets and power systems
2019 16th International Conference on the European Energy Market (EEM)
Presentation date: 09/2019
Presentation of work at congresses

Demand response market participation of a tertiary building equipped with a second life electrical vehicle battery
World Sustainable Energy Days
Presentation date: 28/02/2019
Presentation of work at congresses

Smart meters tackling energy poverty mitigation: uses, risks and approaches
Electrical Power & Energy Conference
Presentation date: 09/11/2020
Presentation of work at congresses

Reused second life batteries for smart grid applications
Energy Modelling Platform for Europe
Presentation date: 06/10/2020
Presentation of work at congresses

Detection of spike imbalance prices in the French electricity market using machine-learning methods
Energy Transition and Sustainabilitye 2021
Presentation date: 20/01/2021
Presentation of work at congresses

Data-driven demand flexibility estimation in a commercial buildings from air conditioning and lighting system
World Sustainable Energy Days 2021
Presentation date: 06/2021
Presentation of work at congresses

Integration of a microgrid laboratory into an aggregation platform and analysis of the potential for flexibility
13th International Conference on Applied Energy
Presentation date: 11/2021
Presentation of work at congresses

Integración de un laboratorio de microrredes en una plataforma de agregación y análisis del potencial para aportar flexibilidad
Congreso Internacional de Ingeniería de Proyectos 2022
Presentation date: 06/07/2022
Presentation of work at congresses

AUTHOR:BARROSO DEL TORO, ALBERTO
Title:Understanding investor reaction to sustainability news in energy companies: Fossil vs renewable vs nuclear, tone effects, and COVID-19 impacts through a multi-study approach using event study metholology.
Reading date:06/07/2023
Tutor/a:TORT-MARTORELL LLABRES, FRANCISCO JAVIER
Director:VIVAS CRISOL, LAURA
Mention:No mention
RELATED PUBLICATIONS
How shareholders react to sustainable narratives about leading European energy companies? An event study using sentiment data from the global database for events, language and tone (GDELT)
Barroso, A.; Tort-martorell, F.; Canela, M.
Applied economics, ISSN: 0003-6846 (JCR Impact Factor-2022: 2.2; Quartil: Q2)
Publication date: 06/01/2022
Journal article

Comparing the impacts of sustainability narratives on american and european energy shareholders: a multi-event study analysing reactions to news before and during COVID-19
Barroso, A.; Vivas, L.; Tort-martorell, F.
Sustainability (Switzerland), ISSN: 2071-1050 (JCR Impact Factor-2022: 3.9; Quartil: Q2)
Publication date: 01/12/2022
Journal article

The sustainability narrative: a multi study using event studies to analyse the American Energy Companies Shareholder’s reaction to sustainability news
Barroso, A.; Vivas, L.; Tort-martorell, F.
International journal of environmental research and public health, ISSN: 1660-4601 (JCR Impact Factor-2022: 0.0
Publication date: 01/12/2022
Journal article

Business case of adopting corporate sustainability measures: a multi-study through a bibliometric research and literature review
XXI Congreso internacional AECA: empresa y sociedad: sostenibilidad y transformación digital
Presentation date: 23/09/2021
Presentation of work at congresses

AUTHOR:ROSELL CAMPS, FRANCISCA
Title:Mathematical programming models to design and analyse efficient and robust raiway freight transport networks.
Reading date:10/11/2022
Director:CODINA SANCHO, ESTEVE
Mention:No mention
RELATED PUBLICATIONS
Potenciació del transport multimodal al Corredor del Mediterrani des de la implementació de models multiclient i multiproducte eficients
Publication date: 04/2018
Book

A model that assesses proposals for infrastructure improvement and capacity expansion on a mixed railway network
Rosell, F.; Codina, E.
Transportation research procedia, ISSN: 2352-1465 (JCR Impact Factor-2018: 0.601; Quartil: Q2)
Publication date: 2020
Journal article

A combined and robust modal-split/traffic assignment model for rail and road freight transport
Rosell, F.; Codina, E.; Lídia Montero
European journal of operational research, ISSN: 0377-2217 (JCR Impact Factor-2022: 6.4; Quartil: Q1)
Publication date: 01/12/2022
Journal article

Optimization of traffic light settings for a new tram line in the city center of Barcelona
Transportation Research Board 97th Annual Meeting
Presentation date: 08/01/2018
Presentation of work at congresses

A mathematical programming model for the design of railway freight transport networks
XXXVII Congreso Nacional de Estadística e Investigación Operativa
Presentation date: 29/05/2018
Presentation of work at congresses

Model for assessing proposals for infrastructure improvement and capacity expansion on a mixed railway network
22nd Euro Working Group on Transportation
Presentation date: 19/09/2019
Presentation of work at congresses

Solving and applying large queueing models for public transit networks and freight railway transportation systems
30th Conference of the Association of European Operational Research Societies
Presentation date: 24/06/2019
Presentation of work at congresses

A railway network design model for the joint expansion and improvement of freight railway infrastructures
RailNorrköping - 8th International Conference on Railway Operations Modelling and Analysis
Presentation date: 17/06/2019
Presentation of work at congresses

AUTHOR:SERRA BURRIEL, FELIU
Title:Relevant statistical applications to real-world data science
Reading date:19/04/2022
Director:DELICADO USEROS, PEDRO FRANCISCO
Co-director:CUCCHIETTI TABANIK, FERNANDO MARTÍN
Mention:No mention
RELATED PUBLICATIONS
A city of cities: Measuring how 15-minutes urban accessibility shapes human mobility in Barcelona
Graells, E.; Serra, F.; Rowe, F.; Cucchietti, F.; Reyes, P.
PloS one, ISSN: 1932-6203 (JCR Impact Factor-2021: 3.752; Quartil: Q2)
Publication date: 05/05/2021
Journal article

Wildfires vegetation recovery through satellite remote sensing and functional data analysis
Serra, F.; Delicado, P.; Cucchietti, F.
Mathematics, ISSN: 2227-7390 (JCR Impact Factor-2021: 2.592; Quartil: Q1)
Publication date: 07/06/2021
Journal article

The Camp Nou Stadium as a testbed for city physiology: a modular framework for urban digital twins
Meta, I.; Serra, F.; Carrasco-Jiménez, J. C.; Cucchietti, F.; Diví, C.; Garcia, C.; García, D.; Graells, E.; Navarro, G.; Lázaro, Q.; Reyes, P.; Navarro, D.; Gil, A.; Eguskiza, I.
Complexity, ISSN: 1099-0526 (JCR Impact Factor-2021: 2.121; Quartil: Q2)
Publication date: 12/10/2021
Journal article

Estimating heterogeneous wildfire effects using synthetic controls and satellite remote sensing
Serra, F.; Delicado, P.; Prata, A.; Cucchietti, F.
Remote sensing of environment, ISSN: 0034-4257 (JCR Impact Factor-2021: 13.85; Quartil: Q1)
Publication date: 11/2021
Journal article

A constellation of horrors: analysis and visualization of the #Cuéntalo movement
28th International World Wide Web Conference
Presentation date: 05/2019
Presentation of work at congresses

Measuring spatial subdivisions in urban mobility with mobile phone data
29th International World Wide Web Conference
Presentation date: 04/2020
Presentation of work at congresses

AUTHOR:ROS ROCA, XAVIER
Title:Dynamic OD matrix estimation exploiting ICT traffic measurements.
Reading date:07/10/2021
Director:MONTERO MERCADÉ, LIDIA
Co-director:BARCELÓ BUGEDA, JAIME
Mention:Industrial Doctorate Mention (Generalitat)
RELATED PUBLICATIONS
Data analytics and models for understanding and predicting travel patterns in urban scenarios
Barcelo, J.; Ros Roca, X.; Lídia Montero
Publication date: 01/2022
Book chapter

Notes on using simulation-optimization techniques in traffic simulation
Ros Roca, X.; Lídia Montero; Barcelo, J.
Transportation research procedia, ISSN: 2352-1465 (JCR Impact Factor-2017: 0.301
Publication date: 2017
Journal article

Investigating the performance of SPSA in simulation-optimization approaches to transportation problems
Ros Roca, X.; Lídia Montero; Schneck, A.; Barceló , J.
Transportation research procedia, ISSN: 2352-1465 (JCR Impact Factor-2017: 0.301
Publication date: 11/2018
Journal article

Fusing mobile phone data with other data sources to generate input OD matrices for transport models
Lídia Montero; Ros Roca, X.; Herranz, R.; Barcelo, J.
Transportation research procedia, ISSN: 2352-1465 (JCR Impact Factor-2017: 0.301
Publication date: 2019
Journal article

Investigating the quality of Spiess-like and SPSA approaches for dynamic OD matrix estimation
Ros Roca, X.; Lídia Montero; Barcelo, J.
Transportmetrica A-Transport Science, ISSN: 2324-9935 (JCR Impact Factor-2020: 3.496; Quartil: Q2)
Publication date: 01/01/2020
Journal article

Using GPS tracking data to validate route choice in OD trips within dense urban networks
Lídia Montero; Ros Roca, X.
Transportation research procedia, ISSN: 2352-1465 (JCR Impact Factor-2017: 0.301
Publication date: 2020
Journal article

Exploring the direct and indirect use of ICT measurements in DODME (Dynamic OD Matrix Estimation)
Ros Roca, X.; Lídia Montero; Barcelo, J.
Applied sciences (Basel), ISSN: 2076-3417 (JCR Impact Factor-2021: 2.838; Quartil: Q2)
Publication date: 18/11/2021
Journal article

A practical approach to assignment-free Dynamic Origin–Destination Matrix Estimation problem
Ros Roca, X.; Lídia Montero; Barcelo, J.; Nökel, K.; Gentile, G.
Transportation research. Part C, emerging technologies, ISSN: 0968-090X (JCR Impact Factor-2022: 8.3; Quartil: Q1)
Publication date: 01/2022
Journal article

Avances en la investigación de PTV IBERIA en materia de estimación dinámica de matrices OD
XIII Congreso de Ingenieria del Transporte: Nuevos Retos en el Transporte: menos es más
Presentation date: 07/06/2018
Presentation of work at congresses

Investigating the quality of SPSA and Spiess-like approaches for Dynamic OD Estimation
Mathematics Applied in Transport and Traffic Systems 2018
Presentation date: 18/10/2018
Presentation of work at congresses

Transport Analytics Approaches to the Dynamic Origin-Destination Estimation Problem
Congreso CAMPUS FIT 2020
Presentation date: 24/06/2020
Presentation of work at congresses

Dynamic origin-destination matrix estimation with ICT traffic measurements using SPSA
MT-TS 2021 - 7th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems
Presentation date: 16/06/2021
Presentation of work at congresses

Aplication of data driven approach to dynamic Origin-Destination Matrix Estimation (DODME)
2021 International Symposium on Transportation Data and Modelling
Presentation date: 21/06/2020
Presentation of work at congresses

Exploiting ICT Measurements in the Dynamic Origin-Destination Estimation Problems
III Campus Científico del Foro de Ingeniería de Transporte (FIT)
Presentation date: 05/04/2019
Presentation of work at congresses

Exploring the data-driven approaches for the Dynamic Origin-Destination Matrix Estimation problem
2021 Online Workshop of the Spanish Network of Excellence in Transportation for young researchers
Presentation date: 12/07/2021
Presentation of work at congresses

A data-driven approach for the Dynamic OD Matrix Estimation problem
UPC-EIO PhD Progress Conference Day
Presentation date: 16/07/2021
Presentation of work at congresses

AUTHOR:VILARÓ PACHECO, MARTA
Title:Long-term impact of an editorial intervention to improve paper transparency and reproducibility
Reading date:15/07/2021
Director:COBO VALERI, ERIK
Co-director:GONZÁLEZ ALASTRUE, JOSÉ ANTONIO
Mention:No mention
RELATED PUBLICATIONS
Does evidence support the high expectations placed in precision medicine? A bibliographic review
Cortes, J.; Gonzalez, J.; Medina, M.; Vogler, M.; Vilaro, M.; Elmore, M.; Senn, S.; Campbell, M.; Cobo, E.
F1000 Research Ltd, ISSN: 2046-1402 (JCR Impact Factor-2018: 1.235; Quartil: Q1)
Publication date: 09/01/2018
Journal article

A statistician reviewer using reporting guidelines increases the number of citations
37th Annual Conference of the International Society for Clinical Biostatistics
Presentation date: 21/08/2016
Presentation of work at congresses

Shiny: una herramienta para compartir datos en la era del Open Data
3ra Reunión General de Biostatnet
Presentation date: 20/01/2017
Presentation of work at congresses

Predictores del impacto futuro de un artículo
3ra Reunión General de Biostatnet
Presentation date: 20/01/2017
Presentation of work at congresses

AUTHOR:ALARCÓN SOTO, YOVANINNA DEL CARMEN
Title:Data Science in HIV. Statistical approaches for therapeutic HIV vaccine data
Reading date:30/06/2021
Director:LANGOHR, KLAUS GERHARD
Co-director:GÓMEZ MELIS, GUADALUPE
Mention:International Mention
RELATED PUBLICATIONS
L’alfabet de l’estadística: amb conceptes il·lustrats i notes biogràfiques de científiques eminents
Publication date: 2020
Book

Multiple imputation approach for interval-censored time to HIV RNA viral rebound within a mixed effects Cox model
Alarcon, Y.; Langohr, K.; Fehér, C.; García, F.; Gómez Melis, Guadalupe
Biometrical journal, ISSN: 0323-3847 (JCR Impact Factor-2018: 1.255; Quartil: Q2)
Publication date: 01/01/2018
Journal article

Data science in biomedicine
ArXiv, ISSN: 2331-8422
Publication date: 09/09/2019
Journal article

HIVconsv vaccines and romidepsin in early-treated HIV-1-infected individuals: safety, immunogenicity and effect on the viral reservoir (Study BCN02)
Mothe, B.; Rosas, M.; Coll, P.; Manzardo, C.; Puertas, M.; Morón, S.; Llano, A.; Alarcon, Y.; Gómez Melis, Guadalupe; Langohr, K.
Frontiers in immunology, ISSN: 1664-3224 (JCR Impact Factor-2020: 7.561; Quartil: Q1)
Publication date: 06/05/2020
Journal article

A Mixed Effects Cox Model using interval-censored data and its application to the analysis of HIV viral load dynamics
XVI Conferencia Española de Biometría
Presentation date: 09/2017
Presentation of work at congresses

Multiple imputation approach for interval censored time to HIV RNA viral rebound within a mixed effects Cox model
III Jornadas Científicas de Estudiantes de la SEB
Presentation date: 18/01/2018
Presentation of work at congresses

A mixed effects Cox model considering interval-censored times to HIV RNA viral rebound
International Biometric Conference
Presentation date: 10/07/2018
Presentation of work at congresses

Elastic-net regularization approach for miRNA and mRNA identification as predictors of viral rebound in HIV-infected patients
4a Reunión General de Biostatnet
Presentation date: 25/01/2019
Presentation of work at congresses

What is the role of Data Science in Biomedicine?
Reunión general Biostatnet
Presentation date: 26/01/2019
Presentation of work at congresses

Cox elastic-net regularization for mRNA identification as predictors of HIV viral rebound
17ª Conferencia Española y VII Encuentro Iberoamericano de Biometría
Presentation date: 19/06/2019
Presentation of work at congresses

Cox elastic-net regularization approach for mRNA identification as predictors of HIV viral rebound
40th Annual Conference of the International Society for Clinical Biostatistics
Presentation date: 15/07/2019
Presentation of work at congresses

Development of statistical methodologies to work with ELISpot assays
IV Jornadas de los Jóvenes de la Sociedad Española de Biometría
Presentation date: 05/09/2019
Presentation of work at congresses

AUTHOR:MOLINS LLEONART, EDUARD
Title:Proposing some innovative study design features to regulatory agencies (EMA and FDA) in bioequivalence trials. Reference Scaled Average Bioequivalence, and Two-Stage Adaptive Designs
Reading date:28/05/2021
Tutor/a:COBO VALERI, ERIK
Director:OCAÑA REBULL, JORDI
Mention:No mention
RELATED PUBLICATIONS
Two-stage designs versus European scaled average designs in bioequivalence studies for highly variable drugs: which to choose?
Molins, E.; Cobo, E.; Ocaña, J.
Statistics in medicine, ISSN: 0277-6715 (JCR Impact Factor-2017: 1.932; Quartil: Q1)
Publication date: 12/2017
Journal article

An iterative method to protect the type I error rate in bioequivalence studies under two-stage adaptive 2×2 crossover designs
Molins, E.; Labes, D.; Schütz, H.; Cobo, E.; Ocaña, J.
Biometrical journal, ISSN: 0323-3847 (JCR Impact Factor-2021: 1.715; Quartil: Q2)
Publication date: 01/2021
Journal article

AUTHOR:CORTÉS MARTÍNEZ, JORDI
Title:Constant effect in randomized clinical trials with quantitative outcome. A methodological review.
Reading date:27/05/2021
Director:COBO VALERI, ERIK
Co-director:GONZÁLEZ ALASTRUE, JOSÉ ANTONIO
Mention:No mention
RELATED PUBLICATIONS
Adherence to reporting guidelines increases the number of citations: the argument for including a methodologist in the editorial process and peer-review
Vilaró, M.; Cortes, J.; Selva, A.; Urrutia, A.; Ribera, J.M.; Cardellach, F.; Basagaña, X.; Elmore, M.; Vilardell, M.; Altman, D.; Gonzalez, J.; Cobo, E.
BMC Medical research methodology, ISSN: 1471-2288 (JCR Impact Factor-2019: 3.031; Quartil: Q1)
Publication date: 31/05/2019
Journal article

Non-constant hazard ratios in randomized controlled trials with composite endpoints
ArXiv, ISSN: 2331-8422
Publication date: 25/07/2019
Journal article

Decision tool and Sample Size Calculator for composite endpoints
ArXiv, ISSN: 2331-8422
Publication date: 10/01/2020
Journal article

Modeling the coronavirus disease 2019 incubation period: impact on quarantine policy
Pak, D.; Langohr, K.; Ning, J.; Cortes, J.; Gómez Melis, Guadalupe; Shen, Y.
Mathematics, ISSN: 2227-7390 (JCR Impact Factor-2020: 2.258; Quartil: Q1)
Publication date: 21/09/2020
Journal article

The use and adherence of oral anticoagulants in Primary Health Care in Catalunya, Spain: a real-world data cohort study
Giner-Soriano, M.; Cortes, J.; Gómez-Lumbreras, A.; Prat, O.; Quijada-Manuitt, M.; Morros, R.
Atención primaria, ISSN: 0212-6567 (JCR Impact Factor-2020: 1.137; Quartil: Q4)
Publication date: 10/2020
Journal article

Using the geometric average hazard ratio in sample size calculation for time-to-event data with composite endpoints
Cortes, J.; Geskus, R.; Kim, K.; Gómez Melis, Guadalupe
BMC Medical research methodology, ISSN: 1471-2288 (JCR Impact Factor-2021: 4.612; Quartil: Q1)
Publication date: 06/05/2021
Journal article

Constant effect assumption versus individualized medicine
XV Conferencia Española y V Encuentro Iberoamericano de Biometría 2015
Presentation date: 09/2015
Presentation of work at congresses

Improving biomedical research impact
XV Conferencia Española y V Encuentro Iberoamericano de Biometría 2015
Presentation date: 09/2015
Presentation of work at congresses

Improving quality of biomedical scientific research
37th Annual Conference of the International Society for Clinical Biostatistics
Presentation date: 08/2016
Presentation of work at congresses

Mediation analysis in randomized trials: the direction of bias
38th Annual Conference of the International Society for Clinical Biostatistics
Presentation date: 11/07/2017
Presentation of work at congresses

Sample size using CompARE
III Jornadas Científicas de Estudiantes de la SEB
Presentation date: 19/01/2018
Presentation of work at congresses

CompARE: sample size calculation for Time-To-Event composite endpoints
International Biometric Conference
Presentation date: 09/07/2018
Presentation of work at congresses

CompARE: a web app to study Composite Endpoints
ISCB 2019 - 40th Annual Conference of the International Society for Clinical Biostatistics
Presentation date: 15/07/2019
Presentation of work at congresses

Race-Plus algorithm improves large vessel occlusion prehospital triage by adding physiological and clinical variables to race scale
European Stroke Organisation and World Stroke Organisation Conference 2020
Presentation date: 08/11/2020
Presentation of work at congresses

AUTHOR:SÁNCHEZ ESPIGARES, JOSE ANTONIO
Title:Desarrollo de técnicas estadísticas basadas en computacion intensiva para el análisis de medidas repetidas.
Reading date:09/04/2021
Tutor/a:TORT-MARTORELL LLABRES, FRANCISCO JAVIER
Director:OCAÑA REBULL, JORDI
Mention:No mention
RELATED PUBLICATIONS
Changes in flood damage with global warming on the eastern coast of Spain
Cortés, M.; Turco, M.; Ward, P.J.; Sanchez, J.; Alfieri, L.; Llasat, M.C.
Natural hazards and earth system sciences, ISSN: 1561-8633 (JCR Impact Factor-2019: 3.102; Quartil: Q1)
Publication date: 18/12/2019
Journal article

Mosaic normality test
Sanchez, J.; Grima, P.; Marco-Almagro, L.
Communications in Statistics - Theory and Methods, ISSN: 1532-415X (JCR Impact Factor-2020: 0.893; Quartil: Q4)
Publication date: 06/03/2020
Journal article

Forecasting performance of cruise passengers : the Spanish ports case
Grifoll, M.; Sanchez, J.; Feng , H.
International Journal of Tourism Research, ISSN: 1522-1970 (JCR Impact Factor-2021: 4.737; Quartil: Q2)
Publication date: 01/01/2021
Journal article

Modelling event frequency and intensity of rainfall extremes: applying vector generalized additive model to estimate its atmospheric drivers
European Geosciences Union General Assembly 2019
Presentation date: 09/04/2019
Presentation of work at congresses

Machine learning for predicting soil salinity using Time Domain Reflectometry data
European Geosciences Union General Assembly 2019
Presentation date: 11/04/2019
Presentation of work at congresses

A Comparison of Classic and Machine-Learning Approaches to Determine Soil Salinity and Soil Water Content Using Time Domain Reflectometry
7th International Symposium on Sensor Science 2019
Presentation date: 10/05/2019
Presentation of work at congresses

AUTHOR:MUÑOZ AGUIRRE, MANUEL
Title:From RNA to histological images: linking the transcriptome with human phenotypes through statistical learning
Reading date:07/04/2021
Director:GUIGÓ SERRA, RODERIC
Co-director:GRAFFELMAN, JAN
Award:
Mention:No mention
RELATED PUBLICATIONS
The effects of death and post-mortem cold ischemia on human tissue transcriptomes
Ferreira, P.; Muñoz, M.; Reverter Comes, Ferran
Nature communications, ISSN: 2041-1723 (JCR Impact Factor-2018: 11.878; Quartil: Q1)
Publication date: 13/02/2018
Journal article

The GTEx Consortium atlas of genetic regulatory effects across human tissues
Aguet, F.; Muñoz, M.; Guigo Serra, Roderic; Lappalainen, T.
bioRxiv, ISSN:
Publication date: 03/10/2019
Journal article

PyHIST: a histological image segmentation tool
Muñoz, M.; Ntasis, V.; Guigo Serra, Roderic
bioRxiv, ISSN:
Publication date: 07/05/2020
Journal article

A limited set of transcriptional programs define major cell types
Breschi, A.; Muñoz, M.; Wucher, V.; Guigo Serra, Roderic
Genome research, ISSN: 1088-9051 (JCR Impact Factor-2020: 9.043; Quartil: Q1)
Publication date: 29/07/2020
Journal article

Cell type specific genetic regulation of gene expression across human tissues
Kim, S.; Aguet, F.; Oliva, M.; Muñoz, M.; Guigo Serra, Roderic; Lappalainen, T.
Science (New York, N.Y.), ISSN: 1095-9203 (JCR Impact Factor-2019: 13.11; Quartil: Q1)
Publication date: 11/09/2020
Journal article

The impact of sex on gene expression and its genetic regulation across human tissues
Oliva, M.; Muñoz, M.; Kim, S.; Lappalainen, T.; Guigo Serra, Roderic; Stranger, B.
Science (New York, N.Y.), ISSN: 1095-9203 (JCR Impact Factor-2020: 47.728; Quartil: Q1)
Publication date: 11/09/2020
Journal article

PyHIST: A histological image segmentation tool
Muñoz, M.; Ntasis, V.; Rojas, S.; Guigo Serra, Roderic
PLoS computational biology, ISSN: 1553-7358 (JCR Impact Factor-2020: 4.475; Quartil: Q1)
Publication date: 19/10/2020
Journal article

Brain transcriptomic profiling reveals common alterations across neurodegenerative and psychiatric disorders
Sadeghi, I.; Gispert, J. D.; Palumbo, E.; Muñoz, M.; Wucher, V.; d'Argenio, V.; Santpere, G.; Navarro Cuartiellas, Arcadi; Guigo Serra, Roderic; Vilor, N.
Computational and structural biotechnology journal, ISSN: 2001-0370 (JCR Impact Factor-2022: 6.0; Quartil: Q1)
Publication date: 01/01/2022
Journal article

AUTHOR:ARJONA MARTÍNEZ, JAMIE
Title:Designing smart ITS services through innovative data analysis modeling
Reading date:11/02/2021
Director:CASANOVAS GARCIA, JOSE
Co-director:LINARES HERREROS, MARÍA PAZ
Mention:Industrial Doctorate Mention (Generalitat)
RELATED PUBLICATIONS
Improving parking availability information using deep learning techniques
Arjona, J.; Linares, M. P.; Casanovas, J.; Vazquez, J.
Transportation research procedia, ISSN: 2352-1465 (JCR Impact Factor-2017: 0.301
Publication date: 2020
Journal article

A comparison of deep learning methods for urban traffic forecasting using floating car data
Vazquez, J.; Arjona, J.; Linares, M. P.; Casanovas, J.
Transportation research procedia, ISSN: 2352-1465 (JCR Impact Factor-2018: 0.601; Quartil: Q2)
Publication date: 2020
Journal article

Characterizing parking systems from sensor data through a data-driven approach
Arjona, J.; Linares, M. P.; Casanovas, J.
Transportation letters: the international journal of transportation research, ISSN: 1942-7867 (JCR Impact Factor-2021: 2.844; Quartil: Q3)
Publication date: 2021
Journal article

Improving Parking Availability Information Using Deep Learning Techniques
Deep Learning Barcelona Symposium
Presentation of work at congresses

A deep learning approach to real-time parking availability prediction for smart cities
Second International Conference on Data Science, E-Learning and Information Systems 2019
Presentation date: 04/12/2019
Presentation of work at congresses

AUTHOR:DUARTE LÓPEZ, ARIEL
Title:Zipf extensions and their applications for modeling the degree sequences of real networks
Reading date:05/02/2021
Director:PÉREZ CASANY, MARTA
Mention:No mention
RELATED PUBLICATIONS
Sentiment analysis of financial news: mechanics and statistics
Arratia, A.; Avalos, G.; Cabaña, A.; Duarte-López, A.; Renedo, M.
Springer
Publication date: 11/06/2021
Book chapter

Proceedings of the “Think Tank Hackathon’’, Big Data Training School for Life Sciences Follow-up, Ljubljana 6th – 7th February 2018
Schulze, S.; Ramšak , Ž.; Hoang , Y.; Zdravevski , E.; Pfeil, J.; Duarte-López, A.; Baier, U.; Zagoršcak, M.
EMBnet.journal, ISSN: 2226-6089
Publication date: 19/04/2018
Journal article

The CHARME "Advanced Big Data Training School for Life Sciences": an example of good practices for training on current bioinformatics challenges
Hoang , Y.; Pfeil, J.; Zagoršcak, M.; Zdravevski , E.; Ramšak , Ž.; Schulze, S.; Papageorgiou, K.; Duarte-López, A.; Perez-Casany, M.
EMBnet.journal, ISSN: 2226-6089
Publication date: 05/02/2019
Journal article

The Zipf–Poisson-stopped-sum distribution with an application for modeling the degree sequence of social networks
Duarte-López, A.; Perez-Casany, M.; Valero, J.
Computational statistics and data analysis, ISSN: 0167-9473 (JCR Impact Factor-2020: 1.681; Quartil: Q2)
Publication date: 01/03/2020
Journal article

Randomly stopped extreme Zipf extensions
Duarte-López, A.; Perez-Casany, M.; Valero, J.
Extremes: statistical theory and applications in science, engineering and economics, ISSN: 1386-1999 (JCR Impact Factor-2021: 1.318; Quartil: Q3)
Publication date: 23/03/2021
Journal article

The Zipf-Polylog distribution: Modeling human interactions through social networks
Valero, J.; Perez-Casany, M.; Duarte-López, A.
Physica A: statistical mechanics and its applications, ISSN: 0378-4371 (JCR Impact Factor-2022: 3.3; Quartil: Q2)
Publication date: 10/2022
Journal article

Power law extensions suitable to model the degree distribution of real networks
2018 International Workshop and Conference on Network Science
Presentation date: 14/06/2018
Presentation of work at congresses

A natural power-law alternative useful to estimate the number of isolated nodes
2018 Sunbelt Conference of the International Network for Social Network Analysis
Presentation date: 01/07/2018
Presentation of work at congresses

The Zipf-PE distribution. An alternative distribution for modeling the degree sequence of real networks
15th Applied Statistics
Presentation date: 25/09/2018
Presentation of work at congresses

AUTHOR:SUPERCHI, CECILIA
Title:Measuring review report quality in health research: development and validation of ARCADIA
Reading date:21/01/2021
Director:GONZÁLEZ ALASTRUE, JOSÉ ANTONIO
Co-director:BOUTRON, ISABELLE
Co-director:HREN, DARKO
Mention:International Mention
RELATED PUBLICATIONS
The conduct and reporting of mediation analysis in recently published randomized controlled trials: results from a methodological systematic review
Vo, T.; Superchi, C.; Boutron, I.; Vansteelandt, S.
Journal of clinical epidemiology, ISSN: 0895-4356 (JCR Impact Factor-2020: 6.437; Quartil: Q1)
Publication date: 01/01/2020
Journal article

Development of ARCADIA: a tool for assessing the quality of peer-review reports in biomedical research
Superchi, C.; Hren, D.; Blanco, D.; Rius, R.; Recchioni, A.; Boutron, I.; Gonzalez, J.
BMJ open, ISSN: 2044-6055 (JCR Impact Factor-2020: 2.692; Quartil: Q2)
Publication date: 06/2020
Journal article

AUTHOR:ABELLA GARCIA, AINOA
Title:Ingeniería Kansei en el campo del diseño: Una aproximación desde la ingeniería estadística aplicada a la percepción de los materiales.
Reading date:19/01/2021
Director:MARCO ALMAGRO, LLUÍS
Co-director:CLÈRIES GARCÍA, LAURA
Mention:No mention
RELATED PUBLICATIONS
Perception evaluation kit: a case study with materials
Abella, A.; Araya, M.; Clèries, L.; Marco-Almagro, L.
International Journal of Design Education, ISSN: 2325-1298 (JCR Impact Factor-2019: 0.103; Quartil: Q3)
Publication date: 01/01/2019
Journal article

Mapeo preliminar del diseño y la emoción: convergencias para la conciencia social y ambiental
Abella, A.; Clèries, L.; Marco-Almagro, L.
Academia XXII, ISSN: 2007-252X (JCR Impact Factor-2018: 0.0
Publication date: 2019
Journal article

Framework of emotional dimensions: definitions, theories, and measuring tools for design
Abella, A.; Clèries, L.; Marco-Almagro, L.
The International Journal of Design Management and Professional Practice, ISSN: 2325-1638 (JCR Impact Factor-2020: 0.118; Quartil: Q2)
Publication date: 2020
Journal article

Perception of recycled plastics for improved consumer acceptance through self-reported and physiological measures
Abella, A.; Llorach, P.; Pereda Baños, Alexandre; Marco-Almagro, L.; Barreda Angeles, Miguel; Clèries, L.
Sensors (Basel), ISSN: 1424-8220 (JCR Impact Factor-2022: 3.9; Quartil: Q2)
Publication date: 01/12/2022
Journal article

AUTHOR:BOFILL ROIG, MARTA
Title:Statistical methods and software for clinical trials with binary and survival endpoints. Efficiency, sample size and two-sample comparison
Reading date:22/12/2020
Director:GÓMEZ MELIS, GUADALUPE
Mention:International Mention
RELATED PUBLICATIONS
Design of phase III trials with long-term survival outcomes based on short-term binary results
Bofill, M.; Shen, Y.; Gómez Melis, Guadalupe
Statistics in medicine, ISSN: 0277-6715 (JCR Impact Factor-2021: 2.497; Quartil: Q1)
Publication date: 03/05/2021
Journal article

Design of trials with composite endpoints with the R package compAREdesign
Cortes, J.; Bofill, M.; Gómez Melis, Guadalupe
ArXiv, ISSN: 2331-8422
Publication date: 04/11/2022
Journal article

AUTHOR:BLANCO DE TENA-DÁVILA, DAVID
Title:Assessing interventions to improve adherence to reporting guidelines in biomedical research.
Reading date:22/06/2020
Director:BOUTRON, ISABELLE
Director:COBO VALERI, ERIK
Director:KIRKHAM, JAMIE J.
Mention:International Mention
RELATED PUBLICATIONS
A survey exploring biomedical editors’ perceptions of editorial interventions to improve adherence to reporting guidelines
Blanco, D.; Hren , D.; Kirkham, J.; Cobo, E.; Schroter, S.
F1000 Research Ltd, ISSN: 2046-1402 (JCR Impact Factor-2019: 1.357; Quartil: Q1)
Publication date: 24/09/2019
Journal article

Effect of an editorial intervention to improve the completeness of reporting of randomised trials: a randomised controlled trial
Blanco, D.; Cobo, E.
BMJ open, ISSN: 2044-6055 (JCR Impact Factor-2020: 2.692; Quartil: Q2)
Publication date: 18/05/2020
Journal article

Research projects

START DATEEND DATEACTIVITYFINANCING ENTITY
01/01/202431/12/2026RACE Plus: AI-driven application to allow pre-hospital diagnosis and management of stroke patientsFundació La Caixa
10/11/202301/03/2024Programari per anàlisi estadística i realització automàtica d'informesDATANCIA, S.L.
02/10/202331/07/2024Formació, implementació i seguiment de projectes. Programa Lean Sis Sigma Green BeltDIAGNOSTIC GRIFOLS, SA
01/09/202331/08/2026Investigación para la impresión 3D de compuestos aislantes de FRCM para cerramientos inteligentes en edificaciónAGENCIA ESTATAL DE INVESTIGACION
01/09/202331/08/2026Modelización y Optimización de Problemas Estructurados y AplicacionesAGENCIA ESTATAL DE INVESTIGACION
17/07/202323/07/2025Disseny de les estructures de dades i repositori comú amb mixtura d'estratègia centalitzada federadaImplementació d'iuna capa intel.ligent de dadesPilot a Vall d'AranFUNDACIO TICSALUT
01/07/202330/06/2024Low cost building solutions based on earth and vegetal fibers for developing countriesCentre de Cooperació per al Desenvolupament de la UPC
31/03/202331/03/2023Method for obtaining textile yarns from lignocellulosic wastes or by-products and fabric obtained by the method
29/03/202329/12/2023Reinforcement learning per water managementCETAQUA
21/03/202322/03/2023Patrocini de la jornada d'entrega de premis del programa Top Secret Rosies. Direcció general de Societat Digital (Resolució d'adjudicació EMO-2023-245).GENERALITAT DE CATALUNYA
09/02/202301/11/2023Recerca-diagnòstic sobre la Diversitat en la Intel·ligència Artificial a Catalunya. Departament d'Igualtat i Feminisme de la Generalitat (Resolució d’adjudicació IF-2023-39).GENERALITAT DE CATALUNYA
26/01/202326/01/2023Quick sequence detection
16/01/202321/04/2023Projecte d'R+D per a la detecció de patrons de comportament per a sistemes de Qualitat aplicats a la indústriaKAPTURE INTELLIGENCE, S.L.
01/01/202331/12/2025Xarxa R+D+I en Tecnologies de la Salut (Xartec Salut)AGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
01/01/202331/12/2025Xarxa d’Innovació de Noves Tecnologies en Salut MentalAGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
01/01/202331/12/2025HUB D'INNOVACIÓ PEDIÀTRICAFondo Europeo de Desarrollo Regional
23/12/202231/12/2023ASISTENTE INTELIGENTE PARA LA GESTIÓN DE UNA PLANTA DE TRATAMIENTO DE AGUAS QUE OPTIMICE LA GESTIÓN DE FANGOS ACTIVADOS ENTRE EL CENTRO DE INVESTIGACIÓN EN CIENCIA INTELIGENTE DE DATOS E INTELIGENCIACETAQUA
22/12/202222/12/2025 IA a la transformació digitalFUNDACIÓ i2CAT
12/12/202231/03/2024Contracte de col.laboració per a realitzar un nou sistema de diseny de matriusSYMYB, SL
01/12/202230/11/2024Reciclado de residuos textiles como materias primas secundarias para su gestión circular que evite su dispersión en el medio ambiente y contribuya a la transición ecológicaAGENCIA ESTATAL DE INVESTIGACION
01/12/202230/11/2024Participación multi-mercado unificada de las comunidades de energía en el mercado de elecricidadAGENCIA ESTATAL DE INVESTIGACION
01/12/202230/11/20243D slag concrete manufacturing solutions for marine biotopesAGENCIA ESTATAL DE INVESTIGACION
01/12/202230/11/2024Nueva metodología de apoyo a la rehabilitación energética de edificios. Incorporación del análisis de sensibilidad e incertidumbre en la definición del parque edificadoAGENCIA ESTATAL DE INVESTIGACION
21/11/202223/02/2023CISCO hará una aportación única a la UPC para ser destinados al programa de generación de talento femenino en Inteligencia Artificial de nombre Top Rosies Talent ycon dedicación especial a la línea dCISCO SYSTEMS (SPAIN) SL
01/11/202201/12/2022Cápsulas inspiracionales programa Apuesta por las TICGeneralitat de Catalunya (GenCat); FUNDACIÓ BARCELONA MOBILE WORLD CAPITAL FOUNDATION
19/10/202218/04/2024Obtenció de fibres de cànem a partir de subproductes agrícoles per una moda sostenibleAGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
17/10/202231/07/2023Contracte de col.laboració per a la realització del projecte de disseny i desenvolupament de 4 procediments CLS (Clinical Laboratory Standards) per l’empresa Werfen, client de Datancia.DATANCIA, S.L.
01/09/202231/08/2026Datos de Conteo: Métodos Bayesianos y ComposicionalesAGENCIA ESTATAL DE INVESTIGACION
01/09/202220/02/2024Programa de generació de talent femení en IAFUNDACIO BARCELONA MOBILE WORLD CAP
12/07/202212/07/2022Software: Conceptual Map automated construction
01/07/202231/12/2024Sistema constructivo híbrido poliurea-hormigón para seguridad en conservación de pasos de bajo gálibo SAFEPASSAZVI, S.A.
31/05/202231/01/2023Contracte de formació de personal com Green Belt de la metodologia Sis Sigma i seguiment dels projectes de millora derivatsDIAGNOSTIC GRIFOLS, SA
01/05/202230/04/2025Catalonia Digital Innovation (DIH4CAT)European Commission
01/05/202230/04/2025Catalonia Digital Innovation Hub (DIH4CAT)DIRECTORATE-GENERAL FOR COMMUNIC.
23/04/202231/12/2022Donació pel congrés ACAI-2022¿EurAI
23/04/202231/12/2022Donació pel curs ACAI-2022Artificial Intelligence Journal
01/04/202231/03/2025Ensure fair NEXUS transition for climate change adaptation and sustainable development implementation based on coupled nature-based systems and bioeconomyEuropean Commission
01/04/202231/12/2024Impacte multidimensional immediat i diferit de la sindèmia SARS-COV2 en la salut comunitària: análisi i modelització en la població atesa a CAPSBE durant el periode 2020-2024GENERALITAT DE CATALUNYA
01/01/202231/12/2022New Trends on Urban MobilityEUROPEAN INST OF INNOV.& TECHNOL.
01/01/202201/03/2023Top Rosies TalentDIGITAL FUTURE SOCIETY; HP Printing and Computing Solutions, S.L.U .
01/12/202101/12/2021CompARE
24/11/202130/10/2022Desarrollo de un Sistema Experto de Soporte a la Decisión en el uso de Antimicrobianos. Net Antimicrobial Stewardship Program (NASP)ROCHE DIAGNOSTICS, S.L.
06/10/202131/12/2021Suport estadístic de la fase final del Project Epiconcept (PERTINENT) de vigilància europeu: Setting up a sentinel system to assess the burden of whooping cough in EU/EEAGENCAT-DEPARTAMENT DE SALUT
27/09/202130/04/2022Ampliació del contracte de col·laboració per el projecte Illa EficientCOOPIE, S.C.C.L. EN CONSTITUCIÓN
27/09/202131/12/2023Estudi de seguretat d'un fàrmacFERRER INTERNACIONAL,S.A.
01/09/202131/08/2024Estadística avanzada y Ciencia de Datos: Interpretando modelos caja-negra y analizando conjuntos de datos grandes y complejosAGENCIA ESTATAL DE INVESTIGACION
01/09/202131/08/2025Integración de Modelos de Optimización y Aprendizaje Artificial para Planificación y Gestión de Sistemas de Transporte Ferroviario y Movilidad UrbanaAGENCIA ESTATAL DE INVESTIGACION
01/09/202131/08/2024Obtención de prótesis para sustitución de tejido óseo mediante impresión 3D por extrusión y posterior sinterizadoAGENCIA ESTATAL DE INVESTIGACION
01/09/202131/08/2024Implantación de la economía Circular en la Industria de Proceso (CEPI): Métodos y herramientas para la integración circular de sistemas.AGENCIA ESTATAL DE INVESTIGACION
01/09/202131/08/2024artificial Intelligence threat Reporting and Incident response SystemEuropean Commission
31/08/202131/08/2021Software TP2TD: Text processing pipeline for topic-discovery
01/08/202115/03/2024Detectability of humpback and gray whales in satellite imagery off California.The Nature Conservancy
30/07/202130/07/2024Proyecto ADRIANO: Desarrollo de una tecnología de construcción 4.0 basda en la impresión 3DAgència per la Competitivitat de l'Empresa (ACCIÓ)
01/07/202131/12/2022Tres procediments per BiokitDATANCIA, S.L.
01/07/202130/06/2022STAT WARS (EPISODIO II): EL IMPERIO DE LOS DATOSFundación Española para la Ciencia y la Tecnología (Fecyt)
15/06/202115/06/2021CompAREdesign
01/06/202101/03/2023AI for TourismCentre of Innovation for Datatech and Artificial Intelligence
14/05/202113/11/2022Dynamic evaluation of COVID-19 clinical states and their prognostic factors to improve the intra-hospital patient managementAGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
01/04/202131/03/2024Servei de suport estadístic per a la Fundació Institut Hospital del Mar d’Investigacions Mèdiques (exp. 05/2021-SE-POS)FUNDACIÓ IMIM
01/04/202131/03/2022EIT-UM-2021-21114- Multi-operator tool for managing Demand rEsPonsive trAnspoRTEUROPEAN INST OF INNOV.& TECHNOL.
01/03/202131/08/2022Estudi sobre el rol de l'enginyeria i els enginyers a Espanya en el context del “Observatorio de la Ingeniería”COL.LEGI OF.ENG.INDUST. CATALUNYA
01/02/202131/01/2024Desenvolupament d'un curs digital sobre IA per a la ciutadania en general de difusió massiva en la societat catalanaFUNDACIÓ i2CAT
01/01/202131/12/2023CVS-Q©teen: Frecuencia del Síndrome Visual Informático en adolescentes y su relación con el uso de libros de textos en soporte digitalInstituto de Salud Carlos III
01/01/202131/12/2021«REDES DE INVESTIGACIÓN EN CIENCIAS DEL DEPORTE»: Género y Ciencia de Datos en Deporte y SaludGobierno de España. Ministerio de Educación, Política Social y Deporte (Mepsyd). Dirección General Programas y de Transferencia de Conocimiento (Dgptc)
01/01/202101/04/2022Llibre blanc sobre la Intel·ligència Artificial aplicada a les indústries culturals i basades en l’experiènciaCentre of Innovation for Data tech and Artificial Intelligence
01/12/202031/10/2021CiutadanIA: Intel·ligència Artificial per a tothomGeneralitat de Catalunya. Departament de la Vicepresidencia i de Politiques Digitals i Territori
01/10/202001/12/2020CCT 2020/KG-06: I què hi diuen les dones al Robert? (Que-Robert)Palau Robert
07/09/202006/09/2024Modelos de optimización matemática en la gestión deAGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
01/09/202031/08/2021Interpretació del topic modelling en dades textualsUniversitat Politècnica de Catalunya
31/08/202031/08/2020Software Browser-data collection-scenario simulation
15/08/202031/12/2022Xarxa R+D+I en Tecnologies de la Salut (XarTEC SALUT)AGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
30/07/202030/12/2020Knowledge Adaptive Recommender for Intelligent NutritionCUBE TECHNOLOGY INNOVATION,S.L.
09/07/202015/01/2021PRimera fase del projecte KARIN Desenvolupament del mòdul de distàncies semàntiques pel recomanador d'alimentsCUBE TECHNOLOGY INNOVATION,S.L.
01/07/202031/12/2022Xarxa Fourth Industrial RevolutionAGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
01/07/202031/12/2022Red de Innovación de Nuevas Tecnologías en Salud Mental (TECSAM)Fondos FEDER
01/07/202030/09/2021STAT WARS (EPISODIO I): EL IMPERIO DE LOS DATOSFundación Española para la Ciencia y la Tecnología (Fecyt)
01/06/202031/12/2020OPTIMITZACIÓ DE RESERVES CABLE EN BOBINES (ORCB)TOP-CABLE, SA
01/06/202031/07/2020Formació en tècniques estadístiques de disseny i anàlisi d'experiments més rellevants per les seves activitats.GALENICUM HEALTH, S.L.
01/06/202031/05/2024Metodologías estadísticas para datos clínicos y ómicos y sus aplicaciones en ciencias de la saludAGENCIA ESTATAL DE INVESTIGACION
11/05/202030/09/2020curso estadístico online sobre “Reporting guidelines (RG)” para escribir o revisar un Trabajo de Investigación Clínica (en adelante, el Curso)MEDTRONIC IBÉRICA, S.A.
07/05/202007/05/2020PyHIST: A Histological Image Segmentation Tool
01/05/202001/10/2020SDL-PAND: PANDEMIC SIMULATION TO TEST THE EFFECTIVENESS OF CONTAINMENT STRATEGIES THROUGH CELLULAR AUTOMATA AND INTELLIGENT AGENTS USING FORMAL SDL LANGUAGESCentre de Cooperació per al Desenvolupament de la UPC
01/04/202031/01/2021Identificació de Necessitats Socials Emergents com a conseqüència de la COVID19 i efecte sobre els Serveis Socials del territoriUniversitat Politècnica de Catalunya
03/03/202031/12/2022Hub d'Innovació PediàtricaFondos FEDER
01/03/202031/12/2022Centre de Recerca i Transferència en Salut Mental (CRETSAM)Fondos FEDER
17/02/202017/02/2021Formació sistema ATTEINSTITUT MUNICIPAL DE PERSONES AMB
03/02/202030/11/2020Desenvolupament projecte de recerca: “Modelització de la demanda per l’avaluació del PDU”Centre d'Innovació Tecnològica UPC
20/01/202019/01/2022Consultoria desarrollo tratamiento trombolíticoAPTATARGETS S.LU.
01/01/202031/12/2022Localización y problemas afinesAGENCIA ESTATAL DE INVESTIGACION
01/01/202030/04/2023intelligent, Interoperable, Integrative and deployable open source MARKETplace with trusted and secure software tools for incentivising the industryCommission of European Communities
01/01/202030/04/2023Intelligent, Interoperable, Integrative and deployable open source MARKETplace with trusted and secure software tools for incentivising the industry data economyCommission of European Communities
01/01/202031/12/2020Top Secret RosiesAjuntament de Barcelona
01/01/202031/12/2020an Off-Street parking floating CARsharing serviceEUROPEAN INST OF INNOV.& TECHNOL.
18/12/201930/09/2023A Simulation-Based Multimodal Dynamic Assigment accounting for Public Transport and new Mobility ServicesAGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
24/10/201929/02/2020Projecte d'innovació: Graphical UI for a model of an electric Car-Sharing systemFUNDACIO C INNOVACIO I TEC CIT UPC
10/10/201931/12/2019Anàlisi Viabilitat Model TransportCONSORCI EDUCACIÓ DE BARCELONA
01/10/201931/12/2021Participació en el projecte HYBRIDCONCOMAZVI, S.A.
16/09/201930/11/2019Develop a prototype for the individual talents mapNAPPTILUS TECH LAB, S.L.
16/09/201930/11/2019Projecte d'innovació sobre “Parking Stations Layout for a Car-Sharing system”FUNDACIO C INNOVACIO I TEC CIT UPC
01/09/201928/02/2023GAVIUS: from reactive to proactive public administrationsCommission of European Communities
01/09/201930/11/2019Cross KIC-Human Capital 2019: EDU HackathonEUROPEAN INST OF INNOV.& TECHNOL.
01/09/201930/06/2020Meet-Up Inclusió. 3a EdicióUniversitat Politècnica de Catalunya
16/07/201915/11/2019Predicció d'indicadors inmobiliaris: Actualització de models macroeconòmics i microeconòmics d’indicadors immobiliaris, el desenvolupament d’un model microeconòmics i un model de segmentació de provínAIS APLICACIONES DE INTELIGENCIA AR
12/07/201912/01/2022REDUVE Refuerzo de estructuras frente a acciones dinámicas con compuestos de malla vegetalAZVI, S.A.
26/06/201926/07/2019Desenvolupament prova de concepte d'arquitectura BIG DATAFUNDACIÓ i2CAT
05/06/201902/09/2020I+D Desarrollo Data LakeADQUIVER MEDIA, SL
01/06/201931/12/2021Digitalization on Power Generation in the field of Data Analytics and Artificial Intelligence, para la aplicaci´on industrial de t´ecnicas de IA a la producci´on y gesti´on de turbinas de gasSiemens
31/05/201930/05/2021Desarrollo de un sistema de generación de energía eléctrica mediante generadores piezoeléctricos integrados en carreterasSORIGUE, S.A.
27/05/201931/03/2021UNIQUE: UNIversal QUantification join-graphs for sql assErtionsOracle Corporation
15/05/201931/12/2019Sponsorització 2019 ENBIS MeetingEU.NETW. BUSIN. AND IND.STATISTICS
14/05/201931/10/2020METRICS:METamodelling for Retrieving Invoked Source CodeBIGFINITE BARCELONA, SOCIEDAD LIMIT
05/04/201930/11/2019CarGuard 3SEAT SA
25/02/201925/04/2019Desenvolupament projecte E-ObservatoryWIRING TECHNOLOGIES, S.L.
16/01/201931/12/2019Colaboració desenvolupament front end aplicaciones creadas WoeldsesingWORLDSENSING, S.L.
01/01/201931/12/2021A European AI On Demand Platform and EcosystemCommission of European Communities
01/01/201931/12/2022Modelización y Optimización de Problemas Estructurados de Gran Escala y AplicacionesAGENCIA ESTATAL DE INVESTIGACION
01/01/201930/09/2022Integración de CMOS-MEMS avanzados para sistemas de nueva generación a escala milimétricaAGENCIA ESTATAL DE INVESTIGACION
01/01/201930/09/2022Modelización Computacional de Procesos Biofísicos en Múltiples EscalasAGENCIA ESTATAL DE INVESTIGACION
01/01/201931/12/2021Modelo predictivo de supervivencia poblacional del cáncer de mama según el estadio, el subtipo molecular en el momento del diagnóstico y la adherencia al tratamientoInstituto de Salud Carlos III
01/01/201901/08/2021Data Science for Gender Gap (DSGG)Pendent per manca de dades
01/01/201931/12/2019EIT Urban Mobility Start-up phaseEIT Urban Mobility
01/01/201931/12/2021Master's Degree in Urban MobilityEuropean Institute for Innovation and Technology
01/01/201931/12/2021Summer schools and team buildingEuropean Institute for Innovation and Technology
01/01/201931/12/2019identificación de perfiles de consumo de servicios sanitarios en el estado de Nueva Gales, AustraliaAustralian National University
01/01/201931/12/2019Analysis of case management in Australia through Clustering Based on Rules and data science approachVisual and Decision Analytics
28/05/200931/03/2022CARACTERITZACIÓ DE LA BOSSA TIPUS DE CATALUNYAAGENCIA DE RESIDUS DE CATALUNYA
02/02/200931/12/2025R+D CARTOGRAFIA VIRTUAL DEL TARRAGONÉS EN L'ÀMBIT DEL TURISMECLIENTS DIVERSOS
29/04/200401/12/2021ASSAJOS CLÍNICS VIH/SIDAFUNDACIÓ LLUITA CONTRA LA SIDA (duplicat 0000003656)

Teaching staff and research groups

Research projects

START DATEEND DATEACTIVITYFINANCING ENTITY
01/01/202431/12/2026RACE Plus: AI-driven application to allow pre-hospital diagnosis and management of stroke patientsFundació La Caixa
10/11/202301/03/2024Programari per anàlisi estadística i realització automàtica d'informesDATANCIA, S.L.
02/10/202331/07/2024Formació, implementació i seguiment de projectes. Programa Lean Sis Sigma Green BeltDIAGNOSTIC GRIFOLS, SA
01/09/202331/08/2026Investigación para la impresión 3D de compuestos aislantes de FRCM para cerramientos inteligentes en edificaciónAGENCIA ESTATAL DE INVESTIGACION
01/09/202331/08/2026Modelización y Optimización de Problemas Estructurados y AplicacionesAGENCIA ESTATAL DE INVESTIGACION
17/07/202323/07/2025Disseny de les estructures de dades i repositori comú amb mixtura d'estratègia centalitzada federadaImplementació d'iuna capa intel.ligent de dadesPilot a Vall d'AranFUNDACIO TICSALUT
01/07/202330/06/2024Low cost building solutions based on earth and vegetal fibers for developing countriesCentre de Cooperació per al Desenvolupament de la UPC
31/03/202331/03/2023Method for obtaining textile yarns from lignocellulosic wastes or by-products and fabric obtained by the method
29/03/202329/12/2023Reinforcement learning per water managementCETAQUA
21/03/202322/03/2023Patrocini de la jornada d'entrega de premis del programa Top Secret Rosies. Direcció general de Societat Digital (Resolució d'adjudicació EMO-2023-245).GENERALITAT DE CATALUNYA
09/02/202301/11/2023Recerca-diagnòstic sobre la Diversitat en la Intel·ligència Artificial a Catalunya. Departament d'Igualtat i Feminisme de la Generalitat (Resolució d’adjudicació IF-2023-39).GENERALITAT DE CATALUNYA
26/01/202326/01/2023Quick sequence detection
16/01/202321/04/2023Projecte d'R+D per a la detecció de patrons de comportament per a sistemes de Qualitat aplicats a la indústriaKAPTURE INTELLIGENCE, S.L.
01/01/202331/12/2025Xarxa R+D+I en Tecnologies de la Salut (Xartec Salut)AGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
01/01/202331/12/2025Xarxa d’Innovació de Noves Tecnologies en Salut MentalAGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
01/01/202331/12/2025HUB D'INNOVACIÓ PEDIÀTRICAFondo Europeo de Desarrollo Regional
23/12/202231/12/2023ASISTENTE INTELIGENTE PARA LA GESTIÓN DE UNA PLANTA DE TRATAMIENTO DE AGUAS QUE OPTIMICE LA GESTIÓN DE FANGOS ACTIVADOS ENTRE EL CENTRO DE INVESTIGACIÓN EN CIENCIA INTELIGENTE DE DATOS E INTELIGENCIACETAQUA
22/12/202222/12/2025 IA a la transformació digitalFUNDACIÓ i2CAT
12/12/202231/03/2024Contracte de col.laboració per a realitzar un nou sistema de diseny de matriusSYMYB, SL
01/12/202230/11/2024Reciclado de residuos textiles como materias primas secundarias para su gestión circular que evite su dispersión en el medio ambiente y contribuya a la transición ecológicaAGENCIA ESTATAL DE INVESTIGACION
01/12/202230/11/2024Participación multi-mercado unificada de las comunidades de energía en el mercado de elecricidadAGENCIA ESTATAL DE INVESTIGACION
01/12/202230/11/20243D slag concrete manufacturing solutions for marine biotopesAGENCIA ESTATAL DE INVESTIGACION
01/12/202230/11/2024Nueva metodología de apoyo a la rehabilitación energética de edificios. Incorporación del análisis de sensibilidad e incertidumbre en la definición del parque edificadoAGENCIA ESTATAL DE INVESTIGACION
21/11/202223/02/2023CISCO hará una aportación única a la UPC para ser destinados al programa de generación de talento femenino en Inteligencia Artificial de nombre Top Rosies Talent ycon dedicación especial a la línea dCISCO SYSTEMS (SPAIN) SL
01/11/202201/12/2022Cápsulas inspiracionales programa Apuesta por las TICGeneralitat de Catalunya (GenCat); FUNDACIÓ BARCELONA MOBILE WORLD CAPITAL FOUNDATION
19/10/202218/04/2024Obtenció de fibres de cànem a partir de subproductes agrícoles per una moda sostenibleAGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
17/10/202231/07/2023Contracte de col.laboració per a la realització del projecte de disseny i desenvolupament de 4 procediments CLS (Clinical Laboratory Standards) per l’empresa Werfen, client de Datancia.DATANCIA, S.L.
01/09/202231/08/2026Datos de Conteo: Métodos Bayesianos y ComposicionalesAGENCIA ESTATAL DE INVESTIGACION
01/09/202220/02/2024Programa de generació de talent femení en IAFUNDACIO BARCELONA MOBILE WORLD CAP
12/07/202212/07/2022Software: Conceptual Map automated construction
01/07/202231/12/2024Sistema constructivo híbrido poliurea-hormigón para seguridad en conservación de pasos de bajo gálibo SAFEPASSAZVI, S.A.
31/05/202231/01/2023Contracte de formació de personal com Green Belt de la metodologia Sis Sigma i seguiment dels projectes de millora derivatsDIAGNOSTIC GRIFOLS, SA
01/05/202230/04/2025Catalonia Digital Innovation (DIH4CAT)European Commission
01/05/202230/04/2025Catalonia Digital Innovation Hub (DIH4CAT)DIRECTORATE-GENERAL FOR COMMUNIC.
23/04/202231/12/2022Donació pel congrés ACAI-2022¿EurAI
23/04/202231/12/2022Donació pel curs ACAI-2022Artificial Intelligence Journal
01/04/202231/03/2025Ensure fair NEXUS transition for climate change adaptation and sustainable development implementation based on coupled nature-based systems and bioeconomyEuropean Commission
01/04/202231/12/2024Impacte multidimensional immediat i diferit de la sindèmia SARS-COV2 en la salut comunitària: análisi i modelització en la població atesa a CAPSBE durant el periode 2020-2024GENERALITAT DE CATALUNYA
01/01/202231/12/2022New Trends on Urban MobilityEUROPEAN INST OF INNOV.& TECHNOL.
01/01/202201/03/2023Top Rosies TalentDIGITAL FUTURE SOCIETY; HP Printing and Computing Solutions, S.L.U .
01/12/202101/12/2021CompARE
24/11/202130/10/2022Desarrollo de un Sistema Experto de Soporte a la Decisión en el uso de Antimicrobianos. Net Antimicrobial Stewardship Program (NASP)ROCHE DIAGNOSTICS, S.L.
06/10/202131/12/2021Suport estadístic de la fase final del Project Epiconcept (PERTINENT) de vigilància europeu: Setting up a sentinel system to assess the burden of whooping cough in EU/EEAGENCAT-DEPARTAMENT DE SALUT
27/09/202130/04/2022Ampliació del contracte de col·laboració per el projecte Illa EficientCOOPIE, S.C.C.L. EN CONSTITUCIÓN
27/09/202131/12/2023Estudi de seguretat d'un fàrmacFERRER INTERNACIONAL,S.A.
01/09/202131/08/2024Estadística avanzada y Ciencia de Datos: Interpretando modelos caja-negra y analizando conjuntos de datos grandes y complejosAGENCIA ESTATAL DE INVESTIGACION
01/09/202131/08/2025Integración de Modelos de Optimización y Aprendizaje Artificial para Planificación y Gestión de Sistemas de Transporte Ferroviario y Movilidad UrbanaAGENCIA ESTATAL DE INVESTIGACION
01/09/202131/08/2024Obtención de prótesis para sustitución de tejido óseo mediante impresión 3D por extrusión y posterior sinterizadoAGENCIA ESTATAL DE INVESTIGACION
01/09/202131/08/2024Implantación de la economía Circular en la Industria de Proceso (CEPI): Métodos y herramientas para la integración circular de sistemas.AGENCIA ESTATAL DE INVESTIGACION
01/09/202131/08/2024artificial Intelligence threat Reporting and Incident response SystemEuropean Commission
31/08/202131/08/2021Software TP2TD: Text processing pipeline for topic-discovery
01/08/202115/03/2024Detectability of humpback and gray whales in satellite imagery off California.The Nature Conservancy
30/07/202130/07/2024Proyecto ADRIANO: Desarrollo de una tecnología de construcción 4.0 basda en la impresión 3DAgència per la Competitivitat de l'Empresa (ACCIÓ)
01/07/202131/12/2022Tres procediments per BiokitDATANCIA, S.L.
01/07/202130/06/2022STAT WARS (EPISODIO II): EL IMPERIO DE LOS DATOSFundación Española para la Ciencia y la Tecnología (Fecyt)
15/06/202115/06/2021CompAREdesign
01/06/202101/03/2023AI for TourismCentre of Innovation for Datatech and Artificial Intelligence
14/05/202113/11/2022Dynamic evaluation of COVID-19 clinical states and their prognostic factors to improve the intra-hospital patient managementAGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
01/04/202131/03/2024Servei de suport estadístic per a la Fundació Institut Hospital del Mar d’Investigacions Mèdiques (exp. 05/2021-SE-POS)FUNDACIÓ IMIM
01/04/202131/03/2022EIT-UM-2021-21114- Multi-operator tool for managing Demand rEsPonsive trAnspoRTEUROPEAN INST OF INNOV.& TECHNOL.
01/03/202131/08/2022Estudi sobre el rol de l'enginyeria i els enginyers a Espanya en el context del “Observatorio de la Ingeniería”COL.LEGI OF.ENG.INDUST. CATALUNYA
01/02/202131/01/2024Desenvolupament d'un curs digital sobre IA per a la ciutadania en general de difusió massiva en la societat catalanaFUNDACIÓ i2CAT
01/01/202131/12/2023CVS-Q©teen: Frecuencia del Síndrome Visual Informático en adolescentes y su relación con el uso de libros de textos en soporte digitalInstituto de Salud Carlos III
01/01/202131/12/2021«REDES DE INVESTIGACIÓN EN CIENCIAS DEL DEPORTE»: Género y Ciencia de Datos en Deporte y SaludGobierno de España. Ministerio de Educación, Política Social y Deporte (Mepsyd). Dirección General Programas y de Transferencia de Conocimiento (Dgptc)
01/01/202101/04/2022Llibre blanc sobre la Intel·ligència Artificial aplicada a les indústries culturals i basades en l’experiènciaCentre of Innovation for Data tech and Artificial Intelligence
01/12/202031/10/2021CiutadanIA: Intel·ligència Artificial per a tothomGeneralitat de Catalunya. Departament de la Vicepresidencia i de Politiques Digitals i Territori
01/10/202001/12/2020CCT 2020/KG-06: I què hi diuen les dones al Robert? (Que-Robert)Palau Robert
07/09/202006/09/2024Modelos de optimización matemática en la gestión deAGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
01/09/202031/08/2021Interpretació del topic modelling en dades textualsUniversitat Politècnica de Catalunya
31/08/202031/08/2020Software Browser-data collection-scenario simulation
15/08/202031/12/2022Xarxa R+D+I en Tecnologies de la Salut (XarTEC SALUT)AGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
30/07/202030/12/2020Knowledge Adaptive Recommender for Intelligent NutritionCUBE TECHNOLOGY INNOVATION,S.L.
09/07/202015/01/2021PRimera fase del projecte KARIN Desenvolupament del mòdul de distàncies semàntiques pel recomanador d'alimentsCUBE TECHNOLOGY INNOVATION,S.L.
01/07/202031/12/2022Xarxa Fourth Industrial RevolutionAGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
01/07/202031/12/2022Red de Innovación de Nuevas Tecnologías en Salud Mental (TECSAM)Fondos FEDER
01/07/202030/09/2021STAT WARS (EPISODIO I): EL IMPERIO DE LOS DATOSFundación Española para la Ciencia y la Tecnología (Fecyt)
01/06/202031/12/2020OPTIMITZACIÓ DE RESERVES CABLE EN BOBINES (ORCB)TOP-CABLE, SA
01/06/202031/07/2020Formació en tècniques estadístiques de disseny i anàlisi d'experiments més rellevants per les seves activitats.GALENICUM HEALTH, S.L.
01/06/202031/05/2024Metodologías estadísticas para datos clínicos y ómicos y sus aplicaciones en ciencias de la saludAGENCIA ESTATAL DE INVESTIGACION
11/05/202030/09/2020curso estadístico online sobre “Reporting guidelines (RG)” para escribir o revisar un Trabajo de Investigación Clínica (en adelante, el Curso)MEDTRONIC IBÉRICA, S.A.
07/05/202007/05/2020PyHIST: A Histological Image Segmentation Tool
01/05/202001/10/2020SDL-PAND: PANDEMIC SIMULATION TO TEST THE EFFECTIVENESS OF CONTAINMENT STRATEGIES THROUGH CELLULAR AUTOMATA AND INTELLIGENT AGENTS USING FORMAL SDL LANGUAGESCentre de Cooperació per al Desenvolupament de la UPC
01/04/202031/01/2021Identificació de Necessitats Socials Emergents com a conseqüència de la COVID19 i efecte sobre els Serveis Socials del territoriUniversitat Politècnica de Catalunya
03/03/202031/12/2022Hub d'Innovació PediàtricaFondos FEDER
01/03/202031/12/2022Centre de Recerca i Transferència en Salut Mental (CRETSAM)Fondos FEDER
17/02/202017/02/2021Formació sistema ATTEINSTITUT MUNICIPAL DE PERSONES AMB
03/02/202030/11/2020Desenvolupament projecte de recerca: “Modelització de la demanda per l’avaluació del PDU”Centre d'Innovació Tecnològica UPC
20/01/202019/01/2022Consultoria desarrollo tratamiento trombolíticoAPTATARGETS S.LU.
01/01/202031/12/2022Localización y problemas afinesAGENCIA ESTATAL DE INVESTIGACION
01/01/202030/04/2023intelligent, Interoperable, Integrative and deployable open source MARKETplace with trusted and secure software tools for incentivising the industryCommission of European Communities
01/01/202030/04/2023Intelligent, Interoperable, Integrative and deployable open source MARKETplace with trusted and secure software tools for incentivising the industry data economyCommission of European Communities
01/01/202031/12/2020Top Secret RosiesAjuntament de Barcelona
01/01/202031/12/2020an Off-Street parking floating CARsharing serviceEUROPEAN INST OF INNOV.& TECHNOL.
18/12/201930/09/2023A Simulation-Based Multimodal Dynamic Assigment accounting for Public Transport and new Mobility ServicesAGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
24/10/201929/02/2020Projecte d'innovació: Graphical UI for a model of an electric Car-Sharing systemFUNDACIO C INNOVACIO I TEC CIT UPC
10/10/201931/12/2019Anàlisi Viabilitat Model TransportCONSORCI EDUCACIÓ DE BARCELONA
01/10/201931/12/2021Participació en el projecte HYBRIDCONCOMAZVI, S.A.
16/09/201930/11/2019Develop a prototype for the individual talents mapNAPPTILUS TECH LAB, S.L.
16/09/201930/11/2019Projecte d'innovació sobre “Parking Stations Layout for a Car-Sharing system”FUNDACIO C INNOVACIO I TEC CIT UPC
01/09/201928/02/2023GAVIUS: from reactive to proactive public administrationsCommission of European Communities
01/09/201930/11/2019Cross KIC-Human Capital 2019: EDU HackathonEUROPEAN INST OF INNOV.& TECHNOL.
01/09/201930/06/2020Meet-Up Inclusió. 3a EdicióUniversitat Politècnica de Catalunya
16/07/201915/11/2019Predicció d'indicadors inmobiliaris: Actualització de models macroeconòmics i microeconòmics d’indicadors immobiliaris, el desenvolupament d’un model microeconòmics i un model de segmentació de provínAIS APLICACIONES DE INTELIGENCIA AR
12/07/201912/01/2022REDUVE Refuerzo de estructuras frente a acciones dinámicas con compuestos de malla vegetalAZVI, S.A.
26/06/201926/07/2019Desenvolupament prova de concepte d'arquitectura BIG DATAFUNDACIÓ i2CAT
05/06/201902/09/2020I+D Desarrollo Data LakeADQUIVER MEDIA, SL
01/06/201931/12/2021Digitalization on Power Generation in the field of Data Analytics and Artificial Intelligence, para la aplicaci´on industrial de t´ecnicas de IA a la producci´on y gesti´on de turbinas de gasSiemens
31/05/201930/05/2021Desarrollo de un sistema de generación de energía eléctrica mediante generadores piezoeléctricos integrados en carreterasSORIGUE, S.A.
27/05/201931/03/2021UNIQUE: UNIversal QUantification join-graphs for sql assErtionsOracle Corporation
15/05/201931/12/2019Sponsorització 2019 ENBIS MeetingEU.NETW. BUSIN. AND IND.STATISTICS
14/05/201931/10/2020METRICS:METamodelling for Retrieving Invoked Source CodeBIGFINITE BARCELONA, SOCIEDAD LIMIT
05/04/201930/11/2019CarGuard 3SEAT SA
25/02/201925/04/2019Desenvolupament projecte E-ObservatoryWIRING TECHNOLOGIES, S.L.
16/01/201931/12/2019Colaboració desenvolupament front end aplicaciones creadas WoeldsesingWORLDSENSING, S.L.
01/01/201931/12/2021A European AI On Demand Platform and EcosystemCommission of European Communities
01/01/201931/12/2022Modelización y Optimización de Problemas Estructurados de Gran Escala y AplicacionesAGENCIA ESTATAL DE INVESTIGACION
01/01/201930/09/2022Integración de CMOS-MEMS avanzados para sistemas de nueva generación a escala milimétricaAGENCIA ESTATAL DE INVESTIGACION
01/01/201930/09/2022Modelización Computacional de Procesos Biofísicos en Múltiples EscalasAGENCIA ESTATAL DE INVESTIGACION
01/01/201931/12/2021Modelo predictivo de supervivencia poblacional del cáncer de mama según el estadio, el subtipo molecular en el momento del diagnóstico y la adherencia al tratamientoInstituto de Salud Carlos III
01/01/201901/08/2021Data Science for Gender Gap (DSGG)Pendent per manca de dades
01/01/201931/12/2019EIT Urban Mobility Start-up phaseEIT Urban Mobility
01/01/201931/12/2021Master's Degree in Urban MobilityEuropean Institute for Innovation and Technology
01/01/201931/12/2021Summer schools and team buildingEuropean Institute for Innovation and Technology
01/01/201931/12/2019identificación de perfiles de consumo de servicios sanitarios en el estado de Nueva Gales, AustraliaAustralian National University
01/01/201931/12/2019Analysis of case management in Australia through Clustering Based on Rules and data science approachVisual and Decision Analytics
28/05/200931/03/2022CARACTERITZACIÓ DE LA BOSSA TIPUS DE CATALUNYAAGENCIA DE RESIDUS DE CATALUNYA
02/02/200931/12/2025R+D CARTOGRAFIA VIRTUAL DEL TARRAGONÉS EN L'ÀMBIT DEL TURISMECLIENTS DIVERSOS
29/04/200401/12/2021ASSAJOS CLÍNICS VIH/SIDAFUNDACIÓ LLUITA CONTRA LA SIDA (duplicat 0000003656)

Quality

The Validation, Monitoring, Modification and Accreditation Framework (VSMA Framework) for official degrees ties the quality assurance processes (validation, monitoring, modification and accreditation) carried out over the lifetime of a course to two objectives—the goal of establishing coherent links between these processes, and that of achieving greater efficiency in their management—all with the overarching aim of improving programmes.

Validation

Monitoring

Accreditation

    Registry of Universities, Centers and Degrees (RUCT)

    Indicators