IMP - Information Modeling and Processing
L’activitat científica del grup se centra en la investigació, la transferència tecnològica i la formació en temes lligats a la modelització i el processament de la informació, com ara la modelització conceptual, la qualitat de les dades, la intel•ligència del negoci, la mineria de dades o l’enginyeria de serveis. En el marc d’aquesta activitat, els membres del grup han aconseguit en el període 2014-juny 2017 14 projectes de R+D competitius i diversos contractes amb empreses, amb un ingrés total que supera els tres milions d’euros. També han publicat més de 50 articles en revistes indexades al Journal Citation Reports (JCR) i 15 capítols de llibre. A nivell formatiu, coordinen un Erasmus Mundus de Màster i han dirigit 11 tesis doctorals en els últims tres anys i mig. A més, compten amb nombroses col·laboracions internacionals i duen regularment a terme accions de divulgació científica dels resultats de la recerca.
Collections in this community
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Articles de revista [140]
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Capítols de llibre [12]
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Reports de recerca [23]
Recent Submissions
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Decoupling learning from time and space: towards the implementation of the ubiquitous class using industry 4.0 main levers
(Springer, 2025-04-11)
Article
Open AccessThis paper introduces the concept of the ubiquitous class, a teaching approach that transcends the time and space constraints of the traditional classroom. In the context of Education 4.0, characterized by the digital ... -
Discussing teleworking and travel implications in Barcelona from a gender perspective
(2025-06)
Article
Restricted access - publisher's policyTwo decades ago, information and communication technologies were expected to precipitate changes, manifesting in the reorganisation of mobility patterns. The pandemic led to a disruption in the established daily routines, ... -
Sensitivity analysis of the built stock in Spain. Full factorial experiment and Yates analysis
(2024)
Conference report
Open AccessThe European Union aims to reduce emissions and achieve net decarbonisation by 2050. To support this goal, the Renovation Wave strategy aims to increase the rate of energy renovation of buildings. However, current assessment ... -
Incremental checking of SQL assertions in an RDBMS
(Elsevier, 2025-08)
Article
Open AccessThe notion of SQL assertion was introduced, in SQL-92 standard, to define general constraints over a relational database. They can be used, for instance, to specify cross-row constraints or multitable check constraints. ... -
Sustainable mobility reframed: policy implications using and activity fragmentation indicators of individual mobility sequences in BarcelonaTransport
(Edward Elgar Publisher, 2025-01)
Part of book or chapter of book
Restricted access - publisher's policyThe COVID-19 pandemic outbreak triggered changes in the way we live and work, which were noticeable through changes in mobility patterns. A question of interest is whether these practices will remain over the long run. ... -
The European master for HPC curriculum
(Elsevier, 2025-07)
Article
Open AccessThe use of High-Performance Computing (HPC) is crucial for addressing various grand challenges. While significant investments are made in digital infrastructures that comprise HPC resources, its realisation, operation, ... -
Generative models for data augmentation on inertial measurement units data classification
(IOS Press, 2024)
Part of book or chapter of book
Open AccessDiagnosis using time series data is an important area in medical domains. Machine learning models rely on large collections of data for successful generalisation. However, data collection in fields such as medicine is ... -
An international standard for assessing trustworthiness in media
(Institute of Electrical and Electronics Engineers (IEEE), 2024)
Conference report
Restricted access - publisher's policyThe proliferation of synthetic media generation technologies, such as generative AI, has led to a surge of media content generation and consumption. While this progress opens new opportunities, especially in creative ... -
Towards privacy-enhancing provenance annotations for images
(Institute of Electrical and Electronics Engineers (IEEE), 2024)
Conference report
Open AccessThe surge of media consumption on the Internet reflects how individuals engage with information, entertainment and communication. In parallel, the advancement of generative AI tools facilitates the creation of abundant ... -
Synthetic ECG generation for data augmentation and transfer learning in arrhythmia classification
(2024-11-27)
Research report
Open AccessDeep learning models need a sufficient amount of data in order to be able to find the hidden patterns in it. It is the purpose of generative modeling to learn the data distribution, thus allowing us to sample more data and ... -
Characterization of the feeding behavior of pure duroc pigs
(2025-01-17)
Article
Open AccessExploring and forecasting farm animal feeding behaviors yields valuable insights into nutritional needs and medication dosages, such as antibiotics administered to livestock. Utilizing mathematical models, we can simulate ... -
Analysing gender equality in Barcelona through (spatiotemporal) segmentation
(Elsevier, 2025)
Article
Open AccessActivity participation is influenced by many factors, such as the ones related to the built environment, but also to individual attributes. Herein we explore sequences of daily activities and travel employing techniques ...
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