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Departament de Tecnologies de la Informació i les Comunicacions

Departament de Tecnologies de la Informació i les Comunicacions

 

Documents de recerca, en accés obert, com ara articles de revista, llibres, comunicacions, ponències o posters a jornades i congressos, etc., del Departament de Tecnologies de la Informació i de les Comunicacions de la UPF.

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  • Hueso Val, Miquel; Vellido Alcacena, Alfredo; Montero, Núria; Barbieri, Carlo; Ramos, Rosa; Angoso de Guzmán, Manuel; Cruzado, Josep Maria; Jonsson, Anders (Karger (S. Karger AG), 2018)
    Current dialysis devices are not able to react when unexpected changes occur during dialysis treatment or to learn about experience for therapy personalization. Furthermore, great efforts are dedicated to develop miniaturized ...
  • Jonsson, Anders (Karger (S. Karger AG), 2019)
    Reinforcement learning has achieved tremendous success in recent years, notably in complex games such as Atari, Go, and chess. In large part, this success has been made possible by powerful function approximation methods ...
  • Dieckmann, Max; Hernández Leo, Davinia; Amarasinghe, Ishari (Institute of Electrical and Electronics Engineers (IEEE), 2022)
    Teacher-led debriefing has the potential to positively affect learning gains when conducted at the end of collaborative learning activities. In order for debriefing to be effective, the teacher needs to base it on the ...
  • Velamazán, Mariano; Santos Rodríguez, Patrícia; Hernández Leo, Davinia; Amarasinghe, Ishari (International Society of the Learning Sciences, 2022)
    Anonymity has been researched from different perspectives in Computer Supported Collaborative Learning (CSCL), e.g., peer assessment, writing, debating, etc. Although some negative implications have been found, positive ...
  • Narang, Jyoti; Miron, Marius; Srinivasamurthy, Ajay; Serra, Xavier (DAFx, 2022)
    In addition to tone, pitch and rhythm, dynamics is one of the expressive dimensions of the performance of a music piece that has received limited attention. While the usage of dynamics may vary from artist to artist, ...
  • Altin, Lutfiye Seda Mut (CEUR Workshop Proceedings, 2019)
    Recent work shows that offensive language in social media is a serious problem that affects especially vulnerable groups. Therefore, systems designed to detect offensive language automatically have been the focus of ...
  • Altin, Lutfiye Seda Mut; Bravo Serrano, Àlex, 1984-; Saggion, Horacio (CEUR Workshop Proceedings, 2019)
    This paper describes the participation of LaSTUS/TALN team in the shared task Sentiment Analysis at SEPLN (TASS) organized in the context of IberLEF 2019. TASS focuses on the classification of tweets written in the Spanish ...
  • Altin, Lutfiye Seda Mut; Bravo Serrano, Àlex, 1984-; Saggion, Horacio (The Association for Computational Linguistics, 2019)
    This paper describes a bidirectional LongShort Term Memory network for identifying offensive language in Twitter. Our system has been developed in the context of the SemEval 2019 Task 6 which comprises three different ...
  • De Sisto, Mirella; Vandeghinste, Vincent; Egea Gómez, Santiago; De Coster, Mathieu; Shterionov, Dimitar; Saggion, Horacio (European Language Resources Association, 2022)
    Sign Languages (SLs) are the primary means of communication for at least half a million people in Europe alone. However, the development of SL recognition and translation tools is slowed down by a series of obstacles ...
  • Tassani, Simone; Tió, Laura; Castro Domínguez, Francisco; Monfort, Jordi; Monllau García, Juan Carlos; González Ballester, Miguel Ángel, 1973-; Noailly, Jérôme (Frontiers, 2022)
    Objective: The objective of this study was to investigate the relationship between the choice of clinical treatment, gait functionality, and kinetics in patients with comparable knee osteoarthritis. Design: This was an ...
  • Sheang, Kim Cheng; Saggion, Horacio (ACL (Association for Computational Linguistics), 2021)
    Recently, a large pre-trained language model called T5 (A Unified Text-to-Text Transfer Transformer) has achieved state-of-the-art performance in many NLP tasks. However, no study has been found using this pre-trained model ...
  • Sheang, Kim Cheng; Koptient, Anaïs; Grabar, Natalia; Saggion, Horacio (ATALA, 2022)
    L’objectif de la simplification automatique des textes consiste à fournir une nouvelle version de documents qui devient plus facile à comprendre pour une population donnée ou plus facile à traiter par d’autres applications ...
  • Joshi, Ricky S.; Rigau, Maria; García-Prieto, Carlos A.; Castro de Moura, Manuel; Piñeyro, David; Moran, Sebastian; Davalos, Veronica; Carrión, Pablo; Ferrando-Bernal, Manuel; Olalde Marquínez, Íñigo, 1987-; Lalueza Fox, Carles, 1965-; Navarro i Cuartiellas, Arcadi, 1969-; Fernández-Tena, Carles; Aspandi, Decky; Sukno, Federico Mateo; Binefa i Valls, Xavier; Valencia, Alfonso; Esteller, Manel (Elsevier, 2022)
    The human face is one of the most visible features of our unique identity as individuals. Interestingly, monozygotic twins share almost identical facial traits and the same DNA sequence but could exhibit differences in ...
  • Amarasinghe, Ishari; Hernández Leo, Davinia; Manathunga, Kalpani; Chacón Pérez, Jonathan, 1986-; Dimitriadis, Yannis (International Society of the Learning Sciences, 2022)
    Debriefing is an integral part of orchestration and provides a space for teachers to review the learning experience. Although this concept is not new, little is known about how debriefing is conducted in scripted ...
  • Becerra Fajardo, Laura; García-Moreno, Aracelys; Alvarez de Eulate Llano, Nerea; Ivorra Cano, Antoni, 1974- (Institute of Electrical and Electronics Engineers (IEEE), 2021)
    In situ monitoring of biomedical parameters with implantable sensors can provide information to trigger interventional or therapeutic actions. However, these sensors require bulky components for power or for interrogation ...
  • Hernández Leo, Davinia; Sánchez Reina, Jesús Roberto (Universitat Pompeu Fabra, 2022)
    Who investigates the work of scientists? Many organizations evaluate the work of scientists. The monitoring of the scientific work includes the ins- titutional boards such as departments, faculties, and ethics committees ...
  • Rodríguez, Juan Antonio; Comas, Joaquim; Binefa i Valls, Xavier (IOS Press, 2021)
    Virtual learning and education have become crucial during the COVID19 pandemic, which has forced a rethink by teachers and educators into designing online content and the indirect interaction with students. In an face-to-face ...
  • Tovstogan, Philip; Serra, Xavier; Bogdanov, Dmitry (Sound and Music Computing, 2022)
    User interfaces for music exploration and discovery have always been an exciting application of music information retrieval (MIR) throughout the years. However, while discovering new music is a common goal of such ...
  • Tovstogan, Philip; Serra, Xavier; Bogdanov, Dmitry (Sound and Music Computing, 2022)
    Music recommendation systems are commonly used for personalized recommendations. However, there are cases where due to privacy concerns or design decisions, there is no user information nor collaborative filtering data ...
  • Mill, Jordi; Agudelo, Victor; Li, Chi Hion; Noailly, Jérôme; Freixa, Xavier; Camara, Oscar; Arzamendi, Dabit (S. Hirzel Verlag (SHV), 2021)
    Introduction and objectives: Left atrial appendage occlusion (LAAO) can be an efficient treatment to prevent strokes in patients who suffer from atrial fibrillation, especially those at risk of bleeding. A non-negligible ...

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