Departament de Tecnologies de la Informació i les Comunicacions

ABURA'ED ., AHMED GHASSAN TAWFIQ

AbuRa'ed A, Saggion H, Shvets A, Bravo A. Automatic related work section generation: experiments in scientific document abstracting. Scientometrics 2020; 125: p. 3159–3185.

AbuRa'ed A, Saggion H, Chiruzzo L. A Multi-level Annotated Corpus of Scientific Papers for Scientific Document Summarization and Cross-document Relation Discovery.. Calzolari N, Bechet F, Blache P, Choukri K, Cieri C, Declerck T, Goggi S, Isahara H, Maegaard B, Mariani J, Mazo H, Moreno A, Odijk J, Piperidis S. 12th International Conference on Language Resources and Evaluation (LREC 2020). 1 ed. European Language Resources Association (ELRA); 2020. p. 6672–6679.

AbuRa'ed, Ahmed; Saggion, Horacio; Chiruzzo, Luis. A multi-level annotated corpus of scientific papers for scientific document summarization and cross-document relation discovery. Calzolari N, Bechet F, Blache P, Choukri K, Cieri C, Declerck T, Goggi S, Isahara H, Maegaard B, Mariani J, Mazo H, Moreno A, Odijk J, Piperidis S. 12th International Conference on Language Resources and Evaluation (LREC 2020). 1 ed. European Language Resources Association (ELRA); 2020. p. 6672–6679.

ACCUOSTO ., PABLO

Accuosto P, Saggion H. Mining arguments in scientific abstracts with discourse-level embeddings. Data & knowledge engineering 2020; 129: p. 0–0.

Perez N, Accuosto P, Bravo A, Cuadros M, Martínez-Garcia E, Saggion H, Rigau G. Cross-lingual semantic annotation of biomedical literature: experiments in Spanish and English. Bioinformatics 2020; 36(6): p. 1872–1880.

ADAME VAZQUEZ, ANTONIO

Adame, Toni; Carrascosa, Marc; Bellalta, Boris; Pretel, Iván; Etxebarria, Iñaki. Channel load aware AP/Extender selection in Home WiFi networks using IEEE 802.11 k/v. IEEE Access 2020; 9: p. 3095–30112.

ALBO PEREZ, LAIA

Albo L, Hernandez-Leo D. EdCrumble, a data-enriched visual authoring design tool for blended learning. IEEE Transactions on Learning Technologies 2020; 14(1): p. 55–68.

Albó L, Hernández-Leo D. Conceptualizing a visual representation model for MOOC-based blended learning designs. Australasian Journal of Educational Technology 2020; 36(4): p. 1–26.

Albó L, Beardsley M, Amarasinghe I, Hernández-Leo D. Individual versus computer-supported collaborative self-explanations: how do their writing analytics differ?. AA. VV.. Proceedings 20th International Conference on Advanced Learning Technologies (ICALT 2020). 1 ed. Tartu: IEEE; 2020. p. 132–134.

Albó L, Beardsley M, Martínez-Moreno J, Santos P, Hernández-Leo D. Emergency Remote Teaching: Capturing Teacher Experiences in Spain with SELFIE. Alario-Hoyos C,María Rodríguez-Triana MJ, Scheffel M, Arnedillo-Sánchez I, Dennerlein SM (eds.). Proceedings EC-TEL 2020 : European Conference on Technology Enhanced Learning 2020. 1 ed. Heidelberg: Springer, Cham; 2020. p. 318–331.

AMARASINGHE, PATHIRANAGE ISHARI UTHPALA

Amarasinghe I, Hernández-Leo D, Michos K, Vujovic, M. An Actionable Orchestration Dashboard to Enhance Collaboration in the Classroom. IEEE Transactions on Learning Technologies 2020; 13(4): p. 662–675.

Amarasinghe I, Vujovic M, Hernández-Leo D. Towards teacher orchestration load-aware teacher-facing dashboards. Giannakos M, Spikol D, Molenaar I, Di Mitri D, Sharma K, Ochoa X, Hammad R (eds.). Proceedings of CrossMMLA in practice: Collecting, annotating and analyzing multimodal data across spaces co-located with 10th International Learning and Analytics Conference (LAK 2020). 1 ed. CEUR; 2020. p. 7–10.

ANDRZEJAK ., RALPH GREGOR

Martínez, Cristina G.B.; Niediek, Johannes; Mormann, Florian; Andrzejak, Ralph Gregor. Seizure onset zone lateralization using a non-linear analysis of micro vs. macro electroencephalographic recordings during seizure-free stages of the sleep-wake cycle from epilepsy patients. Frontiers in Neurology 2020; 11: p. 0–0.

Ruzzene, Giulia; Omelchenko, Iryna; Sawicki, Jakub; Zakharova, Anna; Schöll, Eckehard; Andrzejak, Ralph Gregor. Remote pacemaker control of chimera states in multilayer networks of neurons. Physical Review E 2020; 102(5): p. 1–9.

Andrzejak RG, Ruzzene G, Schöll E, Omelchenko I. Two populations of coupled quadratic maps exhibit a plentitude of symmetric and symmetry broken dynamic. Chaos 2020; 30(3): p. 1–17.

Schöll E, Zakharova A, Andrzejak RG. Chimera States in Complex Networks. 1 ed. Frontiers Media SA; 2020.

ARBUES SANGÜESA, ADRIA

Arbues-Sanguesa A, Martín A, , Fernández J, Ballester C, Haro G. Using Player's Body-Orientation to Model Pass Feasibility in Soccer. AA.VV.. Proceedings 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 1 ed. Seattle: The Institute of Electrical and Electronics Engineers (IEEE); 2020. p. 886–887.

Arbués-Sangüesa A, Martín A, Fernández J, Rodríguez C, Haro G, Ballester C. Always Look on the Bright Side of the Field: Merging Pose and Contextual Data to Estimate Orientation of Soccer Players. -. Proceedings Congrès ICIP 2020. 1 ed. ICIP; 2020. p. 1–9.

ARSIWALLA, XERXES DINYAR

Freire IT, Moulin-Frier C, Sanchez-Fibla M, Arsiwalla XD, Verschure PFMJ. Modeling the formation of social conventions from embodied real-time interactions. PLoS ONE 2020; 15(6): p. 0–0.

Puigbò JY, Arsiwalla X, González Ballester MA, Verschure PFMJ. Switching operation modes in the neocortex via cholinergic neuromodulation: a computational model of uncertainty, learning and inhibition. Molecular Neurobiology 2020; 57: p. 139–149.

ÁVILA VARELA, DANIELA SUSANA

Jones G, Cabiddu F, Avila-Varela DS. Two-year-old children's processing of two-word sequences occurring 19 or more times per million and their influence on subsequent word learning. Journal of Experimental Child Psychology 2020; 199(november): p. 104922–0.

BAEZA YATES, RICARDO ALBERTO

Rello L, Baeza-Yates R, Ali A, Bigham JP, Serra M. Predicting risk of dyslexia with an online gamified test. PLoS ONE 2020; 15(12): p. 1–15.

Ramírez-Cifuentes, Diana; Freire, Ana; Baeza-Yates, Ricardo; Puntí, Joaquim; Medina-Bravo, Pilar; Velázquez, Diego Alejandro; Gonfaus, Josep Maria; Gonzàlez, Jordi. Detection of Suicidal Ideation on Social Media: Multimodal, Relational, and Behavioral Analysis. Journal of Medical Internet Research 2020; 22(7): p. 0–0.

Ramírez-Cifuentes, Diana; Largeron, Christine; Tissier, Julien; Freire, Ana; Baeza-Yates, Ricardo. Enhanced word embeddings for anorexia nervosa detection on social media. Berthold, Michael R; Feelders, Ad; Krempl, Georg (Eds.). Advances in Intelligent Data Analysis XVIII 18th International Symposium on Intelligent Data Analysis, IDA 2020 Proceedings. 1 ed. Konstanz: Springer International Publishing; 2020. p. 404–417.

BALLESTER NICOLAU, COLOMA

Raad L, Oliver M, Ballester C, Haro G, Meinhardt-Llopis E. On anisotropic optical flow inpainting algorithms. Image Processing On Line 2020; 10: p. 78–104.

Hurault, Samuel; Ballester, Coloma; Haro, Gloria. Self-Supervised Small Soccer Player Detection and Tracking. -. Proceedings of the International ACM Work shop on Multimedia Content Analysis in Sports. 2020.. 1 ed. Washington: ACM/SIGMM; 2020.

Vitoria P, Raad L, Ballester C. ChromaGAN: Adversarial Picture Colorization with Semantic Class Distribution. --. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). 1 ed. arXiv.org; 2020. p. 2445–2454.

Chatillon P, Ballester C. History-based anomaly detector: an adversarial approach to anomaly detection. Arai K, Bhatia R, Kapoor S (eds.). Intelligent Systems and Applications Proceedings of the 2020 Intelligent Systems Conference (IntelliSys) Volume 1. 1 ed. Springer; 2020. p. 761–776.

Vitoria P, Sintes J, Ballester C. Semantic Image Completion Through an Adversarial Strategy. Cláudio AP, Bouatouch K. Chessa M, Paljic A. Kerren A, Hurter C, Tremeau, A, Farinella, GM (eds.). Computer Vision, Imaging and Computer Graphics Theory and Applications. 1 ed. Springer; 2020. p. 520–542.

BARRACHINA MUÑOZ, SERGIO

Barrachina-Muñoz, S.; Wilhelmi, F.; Bellalta, B.. Online primary channel selection for dynamic channel bonding in high-density WLANs. IEEE Wireless Communications Letters 2020; 9(2): p. 258–262.

Barrachina-Muñoz, Sergio; Wilhelmi, Francesc; Bellalta, Boris. Dynamic Channel Bonding in Spatially Distributed High-Density WLANs. IEEE Transactions on Mobile Computing 2020; 19(4): p. 821–835.

Wilhelmi, Francesc; Barrachina-Muñoz, Sergio; Bellalta, Boris; Cano, Cristina; Jonsson, Anders; Ram, Vishnu. A Flexible Machine-Learning-Aware Architecture for Future WLANs. IEEE Communications Magazine 2020; 58(3): p. 25–31.

BAS SERRANO, JOAN

Bas-Serrano J, Neu G. Faster saddle-point optimization for solving large-scale Markov decision processes. AA. VV. Proceedings NeurIPS 2019 Optimization Foundations for Reinforcement Learning Workshop. 1 ed. University of Alberta. Google Brain; 2020. .

BAUMGARTNER ., LAURA ALEXA VALENTINA

Baumgartner L, Reagh JJ, González Ballester MA, Noailly J. Simulating intervertebral disc cell behaviour within 3D multifactorial environments. Bioinformatics 2020; p. 0–0.

BEARDSLEY ., MARC YOSHIMI

Beardsley M, Martinez-Moreno J, Vujovic M, Santos P, Hernández-Leo D. Enhancing consent forms to support participant decision making in multimodal learning data research. The British Journal of Educational Psychology 2020; 51(5): p. 1631–1652.

Beardsley M, Tervaniemi M, Hernández-Leo D, Ruiz-Mejías M. Science of Learning Concepts for Teachers (Project Illuminated). 1 ed. Barcelona: Universitat Pompeu Fabra; 2020.

Beardsley M, Gutierrez N, Hernández-Leo D. Examining university students' motivation, abilities and preferences related to learning to learn. AA. VV.. Proceedings 20th International Conference on Advanced Learning Technologies (ICALT 2020). 1 ed. Tartu: IEEE; 2020. p. 346–348.

Beardsley M, Vujovic M, Theophilou E, Portero Tresserra M, Hernández-Leo D. The challenge of gathering self-reported moods: Cases using a classroom orchestration tTool. AA. VV.. Proceedings 20th International Conference on Advanced Learning Technologies (ICALT 2020). 1 ed. Tartu: IEEE; 2020. p. 355–359.

Casanova De Vilalta L, Theophilou E, Beardsley M, Santos Rodríguez P, Hernández Leo D. Distributed retrieval practice enhances primary school students' retention of computational thinking concepts. Sampson DG, Ifenthaler D, Isaías P (eds.). Proceedings 17th International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2020). 1 ed. Lisboa: International Assn for Development of the Information Society (IADIS Press ); 2020. p. 189–196.

Beardsley M, Martínez-Moreno J, Santos P, Hernández-Leo, D. Supporting students in making informed data sharing decisions: from comprehension to consenting. AA. VV.. Proceedings 20th International Conference on Advanced Learning Technologies (ICALT 2020). 1 ed. Tartu: IEEE; 2020. p. 175–179.

BECERRA FAJARDO, LAURA

Eladly A, Del Valle J, Minguillon J, Mecrcadel B, Becerra-Fajardo L, Navarro X, Ivorra A. Interleaved intramuscular stimulation with minimally overlapping electrodes evokes smooth and fatigue resistant forces. Journal of Neural Engineering 2020; 17(4): p. 1–20.

Malik S, Castellví Q, Becerra-Fajardo L, Tudela-Pi M, García-Moreno A, Shojaei Baghini M, Ivorra A. Injectable sensors based on passive rectification of volume-conducted currents. IEEE Transactions on Biomedical Circuits and Systems 2020; 14(4): p. 867–878.

BELLALTA JIMENEZ, BORIS

Barrachina-Muñoz, S.; Wilhelmi, F.; Bellalta, B.. Online primary channel selection for dynamic channel bonding in high-density WLANs. IEEE Wireless Communications Letters 2020; 9(2): p. 258–262.

Wilhelmi, Francesc; Carrascosa, Marc; Cano, Cristina; Jonsson, Anders; Ram, Vishnu; Bellalta, Boris. Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks. arxiv.org 2020; p. 1–7.

Barrachina-Muñoz, Sergio; Wilhelmi, Francesc; Bellalta, Boris. Dynamic Channel Bonding in Spatially Distributed High-Density WLANs. IEEE Transactions on Mobile Computing 2020; 19(4): p. 821–835.

López-Raventós Á, Bellalta B. Concurrent decentralized channel allocation and access point selection using multi-armed bandits in multi BSS WLANs. Computer Networks 2020; (180): p. 107381–0.

BERNARDINO PEREZ, GABRIEL

Bernardino G, Sanz de la Garza M, Domenech-Ximenos B, Prat-Gonzalez S, Perea RJ, Blanco I, Burgos F, Sepulveda-Martinez A, Rodriguez-Lopez M, Crispi F, Butakoff C, González Ballester MA, De Craene M, Sitges M, Bijnens B. Three-dimensional regional bi-ventricular shape remodeling is associated with exercise capacity in endurance athletes. European Journal of Applied Physiology 2020; p. 0–0.

Bernardino G, Sanz de la Garza M, Domenech-Ximenos B, Prat- Gonzàlez S, Perea RJ, Blanco I, Burgos F, Sepulveda-Martinez A, Rodriguez-Lopez M, Crispi F, Butakoff C, González Ballester MA, De Craene M, Sitges M, Bijnens B. Three-dimensional regional bi-ventricular shape remodeling is associated with exercise capacity in endurance athletes. European Journal of Applied Physiology 2020; p. 0–0.

Bernardino G, Benkarim Q, Sanz de la Garza M, Prat-Gonzàlez S, Sepulveda-Martinez A, Crispi F, Sitges M, Butakoff C, De Craene M, Bijnens B, González Ballester MA. Handling confounding variables in statistical shape analysis - application to cardiac remodelling. Medical Image Analysis 2020; 65(101792): p. 1–13.

BERTALMIO BARATE, MARCELO JOSÉ

Gil Rodriguez R, Vazquez Corral J, Bertalmio M. Color matching images with unknown non-linear encodings. IEEE Transactions on Image Processing 2020; 29: p. 4435–4444.

Gomez-Villa A, Bertalmío M, Malo J. Visual information flow in Wilson-Cowan networks. Neurophysiology 2020; 123(6): p. 2249–2268.

Bertalmío M, Gomez-Villa A, Martín A, Vazquez-Corral J, Kane D, Malo J. Evidence for the intrinsically nonlinear nature of receptive fields in vision. Scientific Reports 2020; 10(1): p. 0–0.

Cyriac P, Canham T, Kane D, Bertalmío M. Vision models fine-tuned by cinema professionals for High Dynamic Range imaging in movies. Multimedia Tools and Applications 2020; p. 1–27.

Gomez-Villa A, Martín A, Vázquez-Corral J, Bertalmío M, Malo J. Color illusions also deceive CNNs for low-level vision tasks: analysis and implications. Vision Research 2020; (176): p. 156–174.

Bertalmío, M.; Calatroni, L.; Franceschi, V.; Franceschiello, B.; Prandi, D.. Cortical-Inspired Wilson-Cowan-Type Equations for Orientation-Dependent Contrast Perception Modelling. Journal of Mathematical Imaging and Vision 2020; p. 0–0.

Vu Thanh O, Canham T, Vazquez-Corral J, Gil Rodríguez R, Bertalmío M. Color stabilization for multi-camera light-field imaging. IEEE International Conference on Acoustics, Speech, and Signal Processing 2020; p. 2148–2152.

Zabaleta I, Cámara M, Díaz C, Canham T, García N, Bertalmío M. Retinal noise emulation: a novel artistic tool for cinema that also improves compression efficiency. IEEE Access 2020; 8: p. 67263–67276.

Vazquez-Corral J, Galdran A, Cyriac P, Bertalmío M. A fast image dehazing method that does not introduce color artifacts. Journal of Real-Time Image Processing 2020; 17(3): p. 607–622.

Sugito Y, Bertalmío M. Non-experts or experts? Statistical analyses of MOS using DSIS method. AA. VV.. Proceedings ICASSP 2020 - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. Barcelona: IEEE; 2020. p. 2732–2736.

Canham T, Bertalmío M. The persistent influence of viewing environment illumination color on displayed image appearance. AA. VV.. Proceedings IS&T London Imaging Meeting 2020 (on line). 1 ed. Society for Image, Sciences and Technology; 2020. p. 1–5.

BIGLIERI ., EZIO

Raviteja P, Hong Y, Viterbo E, Biglieri E. Effective Diversity of OTFS Modulation. IEEE Wireless Communications Letters 2020; 9(2): p. 249–253.

Lai IW, Shih JW, Chen KC, Biglieri E. Generalized path-permutation codes for reliable end-to-end networking of opportunistic links. IEEE Transactions on Wireless Communications 2020; 19(7): p. 4579–4593.

BIJNENS, BART H

Garcia-Cañadilla P, Sanchez-Martinez S, Crispi F, Bijnens B. Machine learning in fetal cardiology: what to expect. Fetal Diagnosis and Therapy 2020; 47(5): p. 363–372.

Loncaric F, Camara O, Piella G, Bijnens B. Integration of artificial intelligence into clinical patient management: focus on cardiac imaging.. Revista española de cardiología 2020; 74(1): p. 72–80.

Duchateau, N.; Loncaric, F.; Cikes, M.; Doltra, A.; Sitges, M.; Bijnens, B.. Variability in the assessment of myocardial strain patterns: implications for adequate interpretation. Ultrasound in Medicine & Biology 2020; 46(2): p. 244–254.

Lluch E, Camara O, Doste R, Bijnens B, De Craene M, Sermesant M, Wang VY, Nash MP, Morales HG. Calibration of a Fully Coupled Electromechanical Meshless Computational Model of the Heart With Experimental Data. Computer Methods in Applied Mechanics and Engineering 2020; 364(112869): p. 0–0.

Soveral I, Crispi F, Walter C, Guirado L, García-Cañadilla P, Cook A, Bonnin A, Dejea H, Rovira-Zurriaga C, Sánchez de Toledo J, Gratacós E, Martínez JM, Bijnens B, Gómez O. Early Cardiac Remodeling in Aortic Coarctation: Insights From Fetal and Neonatal Functional and Structural Assessment. Ultrasound in Obstetrics and Gynecology 2020; p. 0–0.

Loncaric F, Cikes M, Sitges M, Bijnens B. Comprehensive Data Intergation-Toward a More Personalized Assessment of Diastolic Function. Echocardiography 2020; p. 0–0.

Soveral I, Crispi F, Guirado L, García-Otero L, Torres X, Bennasar M, Sepúlveda-Martínez A, Nogué L, Gratacós E, Martínez JM, Bijnens B, Friedberg M, Gómez O. Cardiac Filling and Ejection Time Fractions By Pulsed Doppler: Fetal Nomograms and Potential Clinical Application. Ultrasound in Obstetrics and Gynecology 2020; p. 0–0.

Loncaric F, Nunno L, Mimbrero M, Marciniak M, Fernandes JF, Tirapu L, Fabijanovic D, Sanchis L, Doltra A, Cikes M, Lamata P, Bijnens B, Sitges M. Basal Ventricular Septal Hypertrophy in Systematic Hypertension. The American Journal of Cardiology 2020; 125(9): p. 1339–1346.

Nunes, Cecilia; Langet , H; De Craene, M; Vanoverschelde, JL; Gerber, BLM; Camara , Oscar; Jonsson, Anders; Bijnens, Bart. 622 Predicting post-intervention survival improvement in aortic stenosis through interpretable machine learning. European Heart Journal Cardiovascular Imaging 2020; 21(1): p. 329–330.

Nunes C, Langet H, De Craene M, Camara O, Bijnens B, Jonsson A. Decision tree learning for uncertain clinical measurements. IEEE Transactions on Knowledge and Data Engineering 2020; (16 january): p. 0–0.

Loncaric F, Marciniak M, Nunno L, Mimbrero M, Fernandes JF, Fabijanovic D, Sanchis L, Doltra, Montserrat S, Cikes M, Lamata P, Bijnens B, Sitges M. Distribution of myocardial work in arterial hypertension: insights from non-invasive left ventricular pressure-strain relation. European Heart Journal Cardiovascular Imaging 2020; p. 0–0.

Crispi F, Sepúlveda-Martínez A, Crovetto F, Gómez O, Bijnens B, Gratacós E. Main Patterns of Fetal Cardiac Remodeling. Fetal Diagnosis and Therapy 2020; 47(5): p. 337–344.

Domenech-Ximenos B, Sanz-de la Garza M, Prat-González S, Sepúlveda-Martínez A, Crispi F, Duran-Fernandez K, Perea RJ, Bijnens B, Sitges M. Prevalence and pattern of cardiovascular magnetic resonance late gadolinium enhancement in highly trained endurance athletes.. Journal of Cardiovascular Magnetic Resonance 2020; 22: p. 0–0.

BINEFA VALLS, XAVIER

Comas J, Aspandi D, Binefa X. End-to-end facial and physiological model for affective computing and applications. -. 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020) (FG). 1 ed. Buenos Aires: IEEE; 2020. p. 93–100.

Aspandi D, Mallol-Ragolta A, Schuller B, Binefa X. Latent-based adversarial neural networks for facial affect estimations. -. 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020) (FG). 1 ed. Buenos Aires: IEEE; 2020. p. 606–610.

BLAAUW ., MERLIJN

Blaauw M, Bonada J. Sequence-to-sequence Singing Synthesis Using the Feed-forward Transformer. arxiv.org 2020; p. 7229–7233.

Bonada J, Blaauw M. Semi-supervised Learning for Singing Synthesis Timbre. arxiv.org 2020; p. 0–0.

Chandna P, Blaauw M, Bonada J, Gomez E. Content Based Singing Voice Extraction From a Musical Mixture. arxiv.org 2020; p. 781–785.

Blaauw M, Bonada J. Síntesis de secuencia a secuencia usando el transformador de avance. AA. VV.. Proceedings ICASSP 2020 - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. Barcelona: IEEE; 2020. .

BLAT GIMENO, JOSE ANGEL

Sayago S, Blat J, Barbosa Neves B. At the Intersection of Digital Games, Gender, and Age: A Participant Observational Study with Active Older Women. Mirza-Babae Pi, McArthur V (eds.). CHI PLAY '20: Extended Abstracts of the 2020 Annual Symposium on Computer-Human Interaction in Play. 1 ed. New York: Association for Computing Machinery; 2020. p. 360–364.

Tapscott A, Colàs J, Blat J. Collaboration Models in Online Fiction-Writing Communities. Filimowicz M, Tzankova V (eds.). Reimagining Communication: Action. 1 ed. New York: Routledge; 2020. p. 223–246.

BOGDANOV ., DMITRY

Correya A, Bogdanov D, Jjoglar-Ongay L, Serra X. Essentia.js: a JavaScript library for music and audio analysis on the web. Laplante A, Fujinaga I. Proceedings of the 21st International Society for Music Information Retrieval Conference (ISMIR). 1 ed. Montreal: International Society for Music Information Retrieval (ISMIR); 2020. p. 605–612.

Ferraro A, Bogdanov D, Serra X, Jeon JH, Yoon J. How Low Can You Go? Reducing Frequency and Time Resolution in Current CNN Architectures for Music Auto-tagging. Heusdens R, Richard C. Proceedings 28th European Signal Processing Conference (EUSIPCO 2020). 1 ed. Amsterdam: European Association for Signal Processing (EURASIP); 2020. p. 131–135.

Ferraro, A.; Jeon, JH; Kim, B.; Serra, X.; Bogdanov, D.. Artist biases in collaborative filtering for music recommendation. ICML. Proceedings of the 37 th International Conference on Machine Learning. 1 ed. 2020. .

Alonso-Jiménez P, Bogdanov D, Serra X. Deep embeddings with Essentia models. AA. VV.. Proceedings International Society of Music Information Retrieval Conference (ISMIR 2020). 1 ed. Montréal: ISMIR; 2020. .

Ramires A, Font F, Bogdanov D, Smith JBL, Yang Y, Ching J, Chen B, Wu Y, Wei-Han H, Serra X. The Freesound Loop dataset and annotation tool. AA. VV.. Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020. 1 ed. Montreal: ISMIR; 2020. p. 287–294.

Tovstogan P, Serra X, Bogdanov D. Web interface for exploration of latent and tag spaces in music auto-tagging. ICML. Proceedings of the 37 th International Conference on Machine Learning. 1 ed. 2020. .

Alonso-Jiménez P, Bogdanov D, Pons J, Serra X. TensorFlow Audio Models in Essentia. AA. VV.. Proceedings ICASSP 2020 - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. Barcelona: IEEE; 2020. p. 266–270.

BONADA SANJAUME, JORDI

Blaauw M, Bonada J. Sequence-to-sequence Singing Synthesis Using the Feed-forward Transformer. arxiv.org 2020; p. 7229–7233.

Bonada J, Blaauw M. Semi-supervised Learning for Singing Synthesis Timbre. arxiv.org 2020; p. 0–0.

Chandna P, Blaauw M, Bonada J, Gomez E. Content Based Singing Voice Extraction From a Musical Mixture. arxiv.org 2020; p. 781–785.

Petermann D, Chandna P, Cuesta H, Bonada J, Gómez E. Deep Learning Based Source Separation Applied To Choir Ensembles. Laplante, A; Fujinaka, I. Late breaking/Demo of the 21st International Society for Music Information Retrieval Conference. 1 ed. 2020. p. 733–739.

BRAVO SERRANO, ALEX

AbuRa'ed A, Saggion H, Shvets A, Bravo A. Automatic related work section generation: experiments in scientific document abstracting. Scientometrics 2020; 125: p. 3159–3185.

Seda Mut Altin L, Bravo A, Saggion H. LaSTUS/TALN at TRAC - 2020 Trolling, Aggression and Cyberbullying. AA. VV.. Proceedings Second Workshop on Trolling, Aggression and Cyberbullying (TRAC-2, 2020). 1 ed. European Language Resources Association (ELRA); 2020. p. 83–86.

BURGALETA DIAZ, MIGUEL ESTEBAN

Aguilar-Lacasaña S, Vilor-Tejedor N, Jansen PR, López-Vicente M, Bustamante M, Burgaleta M, Sunyer J, Alemany S. Polygenic risk for ADHD and ASD and their relation with cognitive measures in school children [In press]. Psychological medicine 2020; p. 0–0.

BUTTI ., SILVIA

Butti, Silvia; ?ivný, Stanislav. Sparsification of Binary CSPs. SIAM Journal on Discrete Mathematics 2020; 34(1): p. 0–0.

CAMARA REY, OSCAR

Mill J, Olivares AL, Arzamendi D, Agudelo V, Regueiro A, Camara O, Freixa X. Impact of Flow Dynamics on Device-Related Thrombosis After Left Atrial Appendage Occlusion. Canadian Journal of Cardiology 2020; 36(6): p. 0–0.

Nuñez-Garcia M, Bernardino G, Alarcón F, Caixal G, Mont L, Camara O, Butakoff C. Fast quasi-conformal regional flattening of the left atrium. IEEE Transactions on Visualization and Computer Graphics 2020; 26(8): p. 0–0.

Nunes C, De Craene M, Langet H, Camara O, Jonsson A. Learning decision trees through Monte Carlo tree search: An empirical evaluation. WIREs data mining and knowledge discovery 2020; 10(3): p. 0–0.

Doste, Rubén; Sebastián, Rafael; Gomez, Juan Francisco; Soto-Iglesias, David; Alcaine, Alejandro; Mont, Lluís; Berruezo Sánchez, Antonio; Penela, Diego; Camara, Oscar. In silico pace-mapping: prediction of left vs. right outflow tract origin in idiopathic ventricular arrhythmias with patient-specific electrophysiological simulations. Europace 2020; 22(9): p. 1419–1430.

Cetin I, Raisi-Estabragh Z, Petersen SE, Napel S, Piechnik SK, Neubauer S, Gonzalez Ballester MA, Camara O, Lekadir K. Radiomics Signatures of Cardiovascular Risk Factors in Cardiac MRI: Results From the UK Biobank. Frontiers in cardiovascular medicine 2020; 7(591368): p. 0–0.

Medina E, Aguado AM, Mill J, Freixa X, Arzamendi D, Yagüe C, Camara O. VRIDAA: Virtual reality platform for training and planning implantations of occluder devices in left atrial appendages. Nieselt K, Raidou RG. 10th Eurographics Workshop on Visual Computing for Biology and Medicine (EG VCBM). 1 ed. Eurographics Association; 2020. p. 31–35.

CARRASCOSA ZAMACOIS, MARC

Carrascosa M, Bellalta B. Multi-armed bandits for decentralized AP selection in enterprise WLANs. Computer Communications 2020; 159: p. 108–123.

Wilhelmi, Francesc; Carrascosa, Marc; Cano, Cristina; Jonsson, Anders; Ram, Vishnu; Bellalta, Boris. Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks. arxiv.org 2020; p. 1–7.

CASTILLO OCARANZA, CARLOS ALBERTO ALEJANDRO

Miron M, Tolan S, Gómez E, Castillo C. Evaluating causes of algorithmic bias in juvenile criminal recidivism. Artificial intelligence and law : an international journal 2020; p. 0–0.

Kumar P, Ofli F, Imran M, Castillo C. Detection of disaster-affected cultural heritage sites from social media images using deep learning techniques. Journal on Computing and Cultural Heritage 2020; 13(3): p. 1–32.

Purohit, H.; Castillo, C.; Pandey, R.. Ranking and grouping social media requests for emergency services using serviceability model. Social Network Analysis and Mining 2020; 10: p. 22–0.

Shakespeare D, Porcaro L, Gómez E, Castillo C. Exploring Artist Gender Bias in Music Recommendation. CEUR Workshop Proceedings 2020; 2697: p. 1–9.

AA.VV.. FAT* '20: Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency. 1 ed. ACM; 2020.

Mathioudakis M, Castillo C, Barnabo G, Celis S. Affirmative action policies for top-k candidates selection: with an application to the design of policies for university admissions. AA.VV.. SAC '20: Proceedings of the 35th Annual ACM Symposium on Applied Computing. 1 ed. Association for Computing Machinery, Inc; 2020. p. 440–449.

Galdon Clavell G, Martín Zamorano M, Castillo C, Smith O, Matic A. Auditing algorithms: on lessons learned and the risks of data minimization. Markham A, Powles J, Walsh T, Washington, AL. AIES '20: Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society. 1 ed. Association for Computing Machinery, Inc; 2020. p. 265–271.

Lorini V, Rando J, Saez-Trumper D, Castillo C. Uneven Coverage of Natural Disasters in Wikipedia: The Case of Floods. Hughes A, McNeill F, Zobel CW. ISCRAM 2020 Conference Proceedings 17th International Conference on Information Systems for Crisis Response and Management. 1 ed. Virginia Tech; 2020. p. 688–703.

Fabbri F, Bonchi F, Boratto L, Castillo C. The effect of homophily on disparate visibility of minorities in people recommender systems. De Choudhury M. Proceedings of the International AAAI Conference on Web and Social Media. 1 ed. The AAAI Press; 2020. p. 165–175.

CERESA ., MARIO

Perera-Bel E, Ceresa M, Torrents-Barrena J, Masoller N, Valenzuela-Alcaraz B, Gratacós E, Eixarch E, González Ballester MA. Segmentation of the placenta and its vascular tree in Doppler ultrasound for fetal surgery planning. International Journal of Computer Assisted Radiology and Surgery 2020; 15(Suppl. 1): p. 1869–1879.

Torrents-Barrena J, Piella G, Valenzuela-Alcaraz B, Gratacós E, Eixarch E, Ceresa M, González Ballester MA. TTS-STgan: Stacked generative adversarial networks for TTTS fetal surgery planning based on 3D ultrasound. IEEE Transactions on Medical Imaging 2020; 39(11): p. 3595–3606.

Gomez S, Sanchez Fibla M, Higueras Esteban A, Serra L, González Ballester MA, Ceresa M. Virtual reality exploration of SEEG placement for drug-resistant epilepsy planning. International Journal of Computer Assisted Radiology and Surgery 2020; 15(Suppl. 1): p. 0–0.

Mantzagriotis S, Mangado N, González Ballester MA, Ceresa M. Analysis of pitch distortion in continuous time for cochlear implantation surgery. International Journal of Computer Assisted Radiology and Surgery 2020; 15(Suppl. 1): p. 0–0.

Perera-Bel E, Yagüe C, Mercadal B, Ceresa M, Beitel-White N, Davalos RV, González Ballester MA, Ivorra A. EView: an electric field visualization web platform for electroporation-based therapies. Computer Methods and Programs in Biomedicine 2020; 197(105682): p. 1–10.

Torrents-Barrena J, López-Velazco R, Eixarch E, Valenzuela-Alcaraz B, Piella G, Gratacós E, Ceresa M, González Ballester MA. Image guidance for fetoscopic laser photocoagulation in twin-to-twin transfusion syndrome fetal surgery. International Journal of Computer Assisted Radiology and Surgery 2020; 15(Suppl. 1): p. 0–0.

Rafael-Palou X, Aubanell A, Bonavita I, Ceresa M, Piella G, Ribas V, González Ballester MA. 3D siamese neural networks for matching pulmonary nodules in series of CT scans. International Journal of Computer Assisted Radiology and Surgery 2020; 15(Suppl. 1): p. 0–0.

Monfort E, Comte V, Lalande B, Eixarch E, González Ballester MA, Ceresa M. Multimodal registration of US and MRI scans for vascular fetal surgeries. International Journal of Computer Assisted Radiology and Surgery 2020; 15(Suppl. 1): p. 0–0.

Torrents-Barrena J, Piella G, Gratacós E, Eixarch E, Ceresa M, González Ballester MA. Deep Q-CapsNet reinforcement learning framework for intrauterine cavity segmentation in TTTS fetal surgery planning. IEEE Transactions on Medical Imaging 2020; 20(21): p. 12895–12902.

Altaba M, Sanchez Fibla M, Torrents-Barrena J, Eixarch E, Gratacós E, González Ballester MA, Ceresa M. Virtual reality exploration for fetal surgery. International Journal of Computer Assisted Radiology and Surgery 2020; 15(Suppl. 1): p. 0–0.

CETIN ., IREM

CHANDNA ., PRITISH

Chandna P, Ramires A, Serra X, Gómez E. LoopNet: Musical Loop Synthesis Conditioned On Intuitive Musical Parameters. arxiv.org 2020; p. 0–0.

Ramires A, Chandna P, Favory X, Gómez E, Serra X. Neural percussive synthesis parameterised by high-level timbral features. arxiv.org 2020; p. 786–790.

Chandna P, Blaauw M, Bonada J, Gomez E. Content Based Singing Voice Extraction From a Musical Mixture. arxiv.org 2020; p. 781–785.

Ramires A, Chandna P, Favory X, Gómez E, Serra X. Neural Percussive Synthesis Parameterised by High-Level Timbral Features. AA. VV.. Proceedings ICASSP 2020 - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. Barcelona: IEEE; 2020. p. 786–790.

Chandna P, Cuesta H, Gómez E. A Deep Learning Based Analysis-Synthesis Framework For Unison Singing. Laplante A, Fujinaga I. Proceedings of the 21st International Society for Music Information Retrieval Conference (ISMIR). 1 ed. Montreal: International Society for Music Information Retrieval (ISMIR); 2020. p. 598–604.

CISTOLA ., GIORGIA

Cistola G, Farrús M, van der Meulen I. Aphasia and acquired reading impairments: What are the high¿tech alternatives to compensate for reading deficits?. International Journal of Language and Communication Disorders 2020; 56(1): p. 161–173.

COCCO, GIUSEPPE

Krondorf M, Goblirsch M, de Gaudenzi R, Cocco G, Toptsidis N, Acar G. Towards the implementation of advanced random access schemes for satellite IoT. International Journal of Satellite Communications and Networking 2020; 38(2): p. 177–199.

Delafontaine V, Schiano F, Cocco G, Rusu A, Floreano D. Drone-aided Localization in LoRa IoT Networks. AA. VV.. IEEE International Conference on Robotics and Automation 2020 (ICRA 2020). 1 ed. Paris2020. p. 286–292.

CODINA FILBA, JOAN

Fisas B, Espinosa Anke L,Codina-Filbà J, Wanner L. CollFrEn: rich bilingual English¿French collocation resource. Markantonatou S, McCrae J, Mitrovic J, Tiberius C, Ramisch C, Vaidya A, Osenova P, Savary A (eds.). Joint Workshop on Multiword Expressions and Electronic Lexicons. 1 ed. Barcelona: ACL; 2020. p. 1–12.

COLAS ALVAREZ, JOAQUIM

COLOMBARO, IVANO

Colombaro I, Font Segura J, Martinez A. Generalized Maxwell equations for exterior-algebra multivectors in (k, n) space-time dimensions. European Physical Journal Plus 2020; 135(305): p. 0–0.

COMAS MARTINEZ, JOAQUIM

COMERMA MONTELLS, ALBERT

Aaij R, Abellán C, Ackernley T, Comerma A, Zonneveld JB, Zuccheli S. Measurement of the branching fraction of the decay Bs0 -- K S0 K S0. Physical Review D - Particles, Fields, Gravitation and Cosmology 2020; 102(1): p. 0–0.

Aaij R, Abellán C, Ackernley T, Comerma A, Zonneveld JB, Zucchelli S. Search for the lepton flavour violating decay B+--K+y-T+ using Bs2*0 decays. Journal of High Energy Physics 2020; 2020(6): p. 0–0.

Aaij R, Abellán C, Ackernley T, Comerma A, Zonneveld JB, Zuccheli S. Observation of a new baryon state in the Ab0n+n- mass spectrum. Journal of High Energy Physics 2020; 2020(6): p. 0–0.

Aaij R, Abellán C, Ackernley T, Comerma A, Zuliani D, Zunica G. Measurement of the shape of the Bs0 -- Ds*-y+vy differential decay rate. Journal of High Energy Physics 2020; 2020(12): p. 0–0.

Aaij R, Beteta CA, Achernley T, Comerma A, Zonneveld JB, Zuccheli S. Search for CP violation in Ec+ -- pK-n+ decays using model-independent techniques. European Physical Journal C 2020; 80(10): p. 0–0.

Aaij R, Abellán Beteta C, Ackernley T, Comerma A, Zonneveld JB, Zucchelli S. Isospin Amplitudes in Ab0 -- J/yA(ç0) and Eb0 -- J/yE0(A) Decays. Physical Review Letters 2020; 124(11): p. 0–0.

Aaij R, Abellán C, Ackernley T, Comerma A, Zonnevels JB, Zucchelli S. Test of lepton universality with Ab0--pK-l+l- decays. Journal of High Energy Physics 2020; 2020(5): p. 0–0.

Aaij R, Abellán C, Ackernley T, Comerma A, Zonneveld JB, Zuccheli S. Search for CP violation and observation of P violation in Ab0 -- pn-n+n- decays. Physical Review D - Particles, Fields, Gravitation and Cosmology 2020; 102(5): p. 0–0.

Aaij R, Beteta CA, Adeva, B, Comerma A, Zonneveld JB, Zucchelli S. Measurement of y(2S) production cross-sections in proton-proton collisions at Vs=7 and 13TeV. European Physical Journal C 2020; 80(3): p. 0–0.

Aaij R, Abellán C, Ackernley T, Comerma A, Zonneveld JB, Zucchelli S. Measurement of |Vcb| with Bs0--Ds(*)-y+vy decays. Physical Review D - Particles, Fields, Gravitation and Cosmology 2020; 101(7): p. 0–0.

Aaij R, Abellán C, Ackernley T, Comerma A, Zonneveld JB, Zuccheli S. Measurement of CP observables in B ± -- DK ± and B ± --Dn ± with D -- KS0K±n+- decays. Journal of High Energy Physics 2020; 2020(6): p. 0–0.

Aaij R, Abellán C, Ackernley T, Zonneveld JB, Zucchelli S, Comerma A. Constraints on the KS0 -- y+y- Branching Fraction. Physical Review Letters 2020; 125(23): p. 0–0.

Aaij R, Abellán Beteta C, Ackernley T, Comerma A, Zonneveld JB, Zucchelli S. Observation of the semileptonic decay B+ -- pp-y+Vy. Journal of High Energy Physics 2020; 2020(3): p. 0–0.

Aaij R, Abellán Beteta C, Adeva B, Comerma A, Zonneveld JB, Zucchelli S. Measurement of fs / fu Variation with Proton-Proton Collision Energy and B -Meson Kinematics. Physical Review Letters 2020; 124(12): p. 0–0.

COMTE, VALENTIN VINCENT ERIC

COSTUMERO RAMOS, VICTOR

Costumero V, Bueichekú E, Adrián-Ventura J, Ávila C. Opening or closing eyes at rest modulates the functional connectivity of V1 with default and salience networks. Scientific Reports 2020; 10: p. 9137–0.

Costumero, Víctor; Marin-Marin, Lidon; Calabria, Marco; Belloch, Vicente; Escudero Baquero, Joaquín; Hernandez, Mireia; Ruiz de Miras, Juan; Costa, Albert; Parcet, Maria-Antònia; Ávila, César. A cross-sectional and longitudinal study on the protective effect of bilingualism against dementia using brain atrophy and cognitive measures. Alzheimer's Research and Therapy 2020; 12(11): p. 0–0.

Costumero, V.; Uquillas, F.; Díez, I.; Andorrà, M.; Basaia, S.; Bueichekú, E.; Ortiz-Terán, L.; Belloch, V.; Escudero Torrella, J.; Ávila, C.; Sepulcre, J.. Distance disintegration delineates the brain connectivity failure of Alzheimer's disease. Neurobiology of Aging 2020; p. 0–0.

Parcet, Maria Antònia; Adrián-Ventura, Jesús; Costumero, Víctor; Ávila, César. Individual differences in hippocampal volume as a function of BMI and reward sensitivity. Frontiers in Behavioral Neuroscience 2020; p. 0–0.

Palomar-García MÁ, Hernández M, Olcina G, Adrián-Ventura J, Costumero V, Miró-Padilla A, Villar-Rodríguez E, Ávila C. Auditory and frontal anatomic correlates of pitch discrimination in musicians, non-musicians, and children without musical training. Brain Structure and Function 2020; (225): p. 2735–2744.

CUESTA MUSSARRA, HELENA

Rosenzweig S, Cuesta H, Weiß C, Scherbaum F, Gómez E, Müller M. Dagstuhl ChoirSet: A Multitrack Dataset for MIR Research on Choral Singing. Transactions of the International Society for Music Information Retrieval 2020; 3(1): p. 98–110.

Cuesta H, McFee B, Gómez E. Multiple F0 Estimation in Vocal Ensembles using Convolutional Neural Networks. Laplante, A; Fujinaka, I. Late breaking/Demo of the 21st International Society for Music Information Retrieval Conference. 1 ed. 2020. p. 302–309.

DABIRNIA ., MEHDI

Dabirnia M, Duman TM. Coding for Two-User Energy Harvesting Interference Channel. IEEE Transactions on Green Communications and Networking 2020; 4(3): p. 794–803.

Dabirnia M, Martinez A, Guillén A. A Recursive Algorithm for Quantizer Design for Discrete Memoryless Channels. AA. VV.. Proceedings The International Zurich Seminar on Information and Communication (IZS 2020). 1 ed. 2020. p. 41–45.

DALMAU LLORET, VICTOR

Barceló, Pablo; Dalmau, Víctor; Feier, Cristina; Lutz, Carsten; Pieris, Andeas. The Limits of efficiency for open-and closed-world query evaluation under guarded TGDs. arxiv.org 2020; p. 0–0.

DAZA FERNANDEZ, VANESA

Franzoni F, Daza V. Improving Bitcoin Transaction Propagation by Leveraging Unreachable Nodes. arxiv.org 2020; p. 1–16.

Franzoni F, Daza V, Abellán I. Leveraging bitcoin testnet for bidirectional botnet command and control systems. Bonneau J, Heninger N (eds.). Financial Cryptography and Data Security 2020. 24th International Conference, FC 2020. 1 ed. Kota Kinabalu. Sabah: Springer; 2020. p. 1–17.

DECO ., GUSTAVO RICARDO

Senden M, Peters J, Röhrbein F, Deco G, Goebel R. The Embodied Brain: Computational Mechanisms of Integrated Sensorimotor Interactions With a Dynamic Environment. Frontiers in Computational Neuroscience 2020; 14(53): p. 0–0.

Kringelbach ML, Deco G. Brain states and transitions: insights from computational neuroscience. Cell Reports 2020; 32(10): p. 0–0.

Kringelbach ML, Cruzat J, Cabral J, Moos Knudsen G, Carhart Harris R, Whybrow PC, Logothetis NK, Deco G. Dynamic coupling of whole-brain neuronal and neurotransmitter systems. Proceedings of the National Academy of Sciences 2020; 117(17): p. 9566–9576.

Perl YS, Bocaccio H, Pérez-Ipiña I, Zamberlán F, Piccinini J, Laufs H, Kringelbach M, Deco G, Tagliazucchi E. Generative embeddings of brain collective dynamics using variational autoencoders. Physical Review Letters 2020; 125(23): p. 1–6.

Signorelli CM, Uhrig L, Kringelbach M, Jarraya B, Deco G. Hierarchical disruption in the cortex of anesthetized monkeys as a new signature of consciousness loss. NeuroImage 2020; 227: p. 117618–0.

Alonso Martínez S, Deco G, Ter Horst GJ, Cabral J. The Dynamics of Functional Brain Networks Associated With Depressive Symptoms in a Nonclinical Sample. Frontiers in Neural Circuits 2020; 14(570583): p. 0–0.

Hallett M, de Haan W, Deco G, Dengler R, Di Iorio R, Gallea C, Gerloff C, Grefkes C, Helmich RC, Kringelbach ML, Miraglia F, Rektor I, Strý¿ek O, Vecchio F, Volz LJ, Wu T, Rossini PM. Human brain connectivity: Clinical applications for clinical neurophysiology. Clinical Neurophysiology 2020; 131(7): p. 1621–1651.

Padilla N, Saenger VM, van Hartevelt TJ, Fernandes HM, Lennartsson F, Andersson JLR, Kringelbach M, Deco G, Åden U. Breakdown of Whole-brain Dynamics in Preterm-born Children. Cerebral Cortex 2020; 30(3): p. 1159–1170.

Deco G, Kringelbach ML. Turbulent-like dynamics in the human brain. Cell Reports 2020; 33(10): p. 0–0.

Gravel N, Renken RJ, Harvey BM, Deco G, Cornelissen FW, Gilson M. Propagation of BOLD Activity Reveals Task-dependent Directed Interactions Across Human Visual Cortex. Cerebral Cortex 2020; 30(11): p. 5899–5914.

Sahoo B, Pathak A Deco G, Arpan B, Dipanjan R. Lifespan associated global patterns of coherent neural communication. NeuroImage 2020; 216: p. 116824–0.

Vila-Vidal M, Pérez Enríquez C, Principe A, Rocamora R, Deco G, Tauste Campo A. Low entropy map of brain oscillatory activity identifies spatially localized events. NeuroImage 2020; 208: p. 0–0.

Vohryzek J, Deco G, Cessac B, Kringelbach ML, Cabral J. Ghost attractors in spontaneous brain activity: recurrent excursions into functionally-relevant BOLD phase-locking states. Frontiers in Systems Neuroscience 2020; 14(20): p. 1–15.

Perez I, Donnelly P, Kringelbach M, Laufs H, Ibañez A, Deco G, Sanz T, Tagliazucchi E. Modeling regional changes in dynamic stability during sleep and wakefulness. NeuroImage 2020; 215: p. 116833–0.

Gilson M, Zamora-López G, Pallarés V, Adhikari MH, Senden M, Campo AT, Mantini D, Corbetta M, Deco G, Insabato A. Model-based whole-brain effective connectivity to study distributed cognition in health and disease. Network neuroscience 2020; 4(2): p. 338–373.

Puig J, Biarnes C, Pedraza S, Vilanova JC, Pamplona R, Fernández-Real JM, Brugada R, Ramos R, Coll-de-Tuero G, Calvo-Perxas L, Serena J, Ramió-Torrentà L, Gich J, Gallart L, Portero-Otin M, Alberich-Bayarri A, Jimenez-Pastor A, Camacho-Ramos E, Mayneris-Perxachs J, Pineda V, Font R, Prats-Puig A, Gacto ML, Deco G, Escrichs A, Clotet B, Paredes R, Negredo E, Triaire B, Rodríguez M, Heredia-Escámez A, Coronado R, de Graaf W, Prevost V, Mitulescu A, Daunis-I-Estadella P, Thió-Henestrosa S, Miralles F, Ribas-Ripoll V, Puig-Domingo M, Essig M, Figley CR, Figley TD, Albensi B, Ashraf A, Reiber JHC, Schifitto G, Md Nasir U, Leiva-Salinas C, Wintermark M, Nael K, Vilalta-Franch J, Barretina J, Garre-Olmo J. The Aging Imageomics Study: rationale, design and baseline characteristics of the study population. Mechanisms of Ageing and Development 2020; 189(111257): p. 0–0.

Ponce-Alvarez A, Mochol G, Hermoso-Mendizabal A, De la Rocha J, Deco G. Cortical state transitions and stimulus response evolve along stiff and sloppy parameter dimensions, respectively. eLife 2020; 9: p. 0–0.

Marti-Marca A, Deco G, Cos I. Visual-reward driven changes of movement during action execution. Scientific Reports 2020; 10(1): p. 0–0.

Atasoy S, Deco G, Kringelbach ML. Harmonic waves as the fundamental principle underlying temporo-spatial dynamics of brain and mind: Comment on ''Is temporo-spatial dynamics the ''common currency'' of brain and mind? In Quest of ''Spatiotemporal Neuroscience''''. Physics of Life Reviews 2020; 33: p. 67–69.

Alonso Martínez S, Marsman JBC, Kringelbach ML, Deco G, ter Horst GJ. Reduced spatiotemporal brain dynamics are associated with increased depressive symptoms after a relationship breakup. NeuroImage: Clinical 2020; 27: p. 102299–0.

DOMINGUEZ BAJO, MONICA

Georg Rehm, Katrin Marheinecke, Stefanie Hegele, Stelios Piperidis, Kalina Bontcheva, Jan Hajic, Khalid Choukri, Andrejs Vasiljevs, Gerhard Backfried, Christoph Prinz, Jose Manuel Gomez-Perez, Luc Meertens, Paul Lukowicz, Josef van Genabith, Andrea Lösch, Philipp Slusallek, Morten Irgens, Patrick Gatellier, Joachim Köhler, Laure Le Bars, Dimitra Anastasiou, Albina Auksori¿t¿, Núria Bel, António Branco, Gerhard Budin, Walter Daelemans, Koenraad De Smedt, Radovan Garabík, Maria Gavriilidou, Dagmar Gromann,. The European Language Technology Landscape in 2020: Language-Centric and Human-Centric AI for Cross-Cultural Communication in Multilingual Europe. Calzolari N, Bechet F, Blache P, Choukri K, Cieri C, Declerck T, Goggi S, Isahara H, Maegaard B, Mariani J, Mazo H, Moreno A, Odijk J, Piperidis S. 12th International Conference on Language Resources and Evaluation (LREC 2020). 1 ed. European Language Resources Association (ELRA); 2020. p. 3322–3332.

Dominguez M, Soler J, Wanner L. ThemePro: a toolkit for the analysis of thematic progression. Calzolari N, Béchet F, Blache P, Choukri K, Cieri C, Declerck T, Goggi S, Isahara H, Maegaard B, Mariani J, Mazo H, Moreno A, Odijk J, Piperidis S (eds.). Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020). 1 ed. Marsella: European Language Resources Association (ELRA); 2020. p. 1000–1007.

FARRUS CABECERAN, MIREIA

Peiró-Lilja A, Farrús M. Naturalness enhancement with linguistic information in end-to-end TTS using unsupervised parallel encoding. Proceedings of Interspeech 2020; p. 3994–3998.

Lai, C.; Farrús, M.; Moor, J. D.. Integrating lexical and prosodic features for automatic paragraph segmentation. Speech communication : a publication of EURASIP 2020; 121: p. 44–57.

Külebi B, Öktem A, Peiró-Lilja A, Pascual S, Farrús M. CATOTRON - A Neural text-to-speech system in catalan. Proceedings of Interspeech 2020; p. 490–491.

Cámbara, G.; Luque, J.; Farrús, M.. Detection of speech events and speaker characteristics through photo-plethysmographic signal neural processing. -. 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Proceedings. 1 ed. 2020. p. 7564–7568.

FAVORY ., XAVIER

Favory X, Drossos K, Virtanen T, Serra X. Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. arxiv.org 2020; p. 0–0.

Ramires A, Chandna P, Favory X, Gómez E, Serra X. Neural percussive synthesis parameterised by high-level timbral features. arxiv.org 2020; p. 786–790.

Favory X, Font F, Serra X. Search Result Clustering in Collaborative Sound Collections. AA. VV.. Proceedings of the 2020 International Conference on Multimedia Retrieval (ICMR 20). 1 ed. Dublin2020. p. 1–8.

Favory X, Drossos K, Virtanen T, Serra X. COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations. -. Proceedings Self-supervision in Audio and Speech Workshop at the 37th International Conference on Machine Learning (ICML). 1 ed. Viena: -; 2020. p. 1–8.

FERNANDEZ LOPEZ, ADRIANA

Fernandez-Lopez A, Karaali A, Harte N, Sukno FM. CoGANs for unsupervised visual speech adaptation to new speakers. -. 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. Barcelona: IEEE; 2020. p. 6294–6298.

FERRARO ., ANDRES

Ferraro A, Jannach D, Serra X. Exploring longitudinal effects of session-based recommendations. Santos R, Marinho L. Proceedings RecSys '20: Fourteenth ACM Conference on Recommender Systems (on line). 1 ed. Rio de Janeiro: Association for Computing Machinery; 2020. p. 474–479.

Ferraro A, Oramas S, Quadrana M, Serra X. Maximizing the Engagement: Exploring New Signals of Implicit Feedback in Music Recommendations. Santos R, Marinho L. Proceedings 14th ACM Conference on Recommender Systems (on line). 1 ed. Rio de Janeiro: Association for Computing Machinery; 2020. p. 1–6.

FONSECA MONTERO, EDUARDO

Fonseca E, Ortego D, McGuinness K, O'Connor NE, Serra X. Unsupervised Contrastive Learning of Sound Event Representations. arxiv.org 2020; p. 0–0.

Wisdom S, Erdogan H, Ellis D, Serizel R, Turpault N, Fonseca E, Salamon J, Seetharaman P, Hershey J. What's All the FUSS About Free Universal Sound Separation Data?. arxiv.org 2020; p. 0–0.

Turpault N, Serizel R, Wisdom S, Erdogan H, Hershey J, Fonseca E, Seetharaman P, Salamon J. Sound Event Detection and Separation: a Benchmark on Desed Synthetic Soundscapes. arxiv.org 2020; p. 0–0.

FONT CORBERA, FREDERIC

Zinemanas P, Hounie I, Cancela P, Font F, Rocamora M, Serra X. DCASE-models: a phyton library for computational environmental sound analysis using deep-learning models. Ono N, Harada N, Kawaguchi Y, Mesaros A, Imoto K, Koizumi Y, Komatsu T (eds.). Proceedings of the Fifth Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2020). 1 ed. Tokio: Zenodo; 2020. p. 240–244.

FONT SEGURA, JOSEP

Font-Segura J, Martinez A, Guillen A. Importance sampling for coded-modulation error probability estimation. IEEE Transactions on Communications 2020; 68(1): p. 289–300.

Colombaro I, Font Segura J, Martinez A. Generalized Maxwell equations for exterior-algebra multivectors in (k, n) space-time dimensions. European Physical Journal Plus 2020; 135(305): p. 0–0.

Font-Segura J, Martinez A, Guillén A. Efficient Error Probability Simulation of Coded Modulation over Fading Channels. Lapidoth A, Moser SM. Proceedings The International Zurich Seminar on Information and Communication (IZS 2020). 1 ed. Zurich: ETH Zurich; 2020. p. 125–128.

FRANCES MEDINA, GUILLEM

Corrêa AB, Pommerening F, Helmert M, Francès G. Lifted successor generation using query optimization techniques. Proceedings International Conference on Automated Planning and Scheduling 2020; 30: p. 80–89.

FRANZONI ., FEDERICO

Franzoni F, Daza V. Improving Bitcoin Transaction Propagation by Leveraging Unreachable Nodes. arxiv.org 2020; p. 1–16.

FREIRE VEIGA, ANA MARIA

Freire A, Moreno Oliver V. Digital competences and social impact: extracurricular learning. Gómez Chova, Luis. ICERI2020 Proceedings 9th-10th November 2020. 1 ed. Iated Academy S.L; 2020. p. 7844–7852.

GARCIA CAÑADILLA, PATRICIA

Garcia-Cañadilla P, Sanchez-Martinez S, Crispi F, Bijnens B. Machine learning in fetal cardiology: what to expect. Fetal Diagnosis and Therapy 2020; 47(5): p. 363–372.

GARCIA SANCHEZ, TOMAS

Sarnago H, Burdío JM, García-Sánchez T, Mir LM, Álvarez-Gariburo I, Lucía O. GaN-based versatile waveform generator for biomedical applications of electroporation. IEEE Access 2020; 8: p. 97196–97203.

Lucia, O.; Sarnago, H.; Garcia-Sanchez, T.; Mir, L.; Burdio, J. M.. Industrial Electronics for Biomedicine: A New Cancer Treatment Using Electroporation. IEEE Industrial Electronics Magazine 2020; 13(4): p. 6–18.

Cifra M, Apollonio F, Liberti M, García-Sánchez T, Mir LM. Possible molecular and cellular mechanisms at the basis of atmospheric electromagnetic field bioeffects. International Journal of Biometeorology 2020; p. 0–0.

Azan, Antoine; Grognot, Marianne; García-Sánchez, Tomás; Descamps, Lucie; Untereiner, Valérie; Piot, Olivier; Gallot, Guilhem; Mir, Lluis M.. Monitoring the molecular composition of live cells exposed to electric pulses via label-free optical methods. Scientific Reports 2020; 10: p. 0–0.

García-Sánchez T, Voyer D, Poignard C, Mir LM. Physiological changes may dominate the electrical properties of liver during reversible electroporation: Measurements and modelling. Bioelectrochemistry 2020; p. 0–0.

GERACI, GIOVANNI

D' Andrea, C.; Garcia-Rodriguez, A.; Geraci, G.; Galati Giordano, L.; Buzzi, S.. Analysis of UAV Communications in Cell-Free Massive MIMO Systems. IEEE open journal of the Communications Society 2020; p. 0–0.

Zeng, Y. ;Guvenc, I. ;Zhang, R. ;Geraci, G. ;Matolak, D. W., (eds.). UAV Communications for 5G and Beyond. 1 ed. Wiley; 2020.

GILSON ., MATTHIEU

Gilson, Matthieu; Pfister, Jean-Pascal. Propagation of spiking moments in linear hawkes networks. SIAM Journal on Applied Dynamical Systems 2020; 19(2): p. 828–859.

Rolls, Edmund T.; Cheng, Wei; Gilson, Matthieu; Gong, Weikang; Deco, Gustavo; Lo, Chun-Yi Zac; Yang, Albert C.; Tsai, Shih-Jen; Liu, Mu-En; Lin, Ching-Po; Feng, Jianfeng. Beyond the disconnectivity hypothesis of schizophrenia. Cerebral Cortex 2020; 30(3): p. 1213–1233.

Rolls, Edmund T.; Zhou, Yunyi; Cheng, Wei; Gilson, Matthieu; Deco, Gustavo; Feng, Jianfeng. Effective connectivity in autism. Autism Research 2020; 13(1): p. 32–44.

Gilson M, Dahmen D, Moreno-Bote R, Insabato A, Helias M. The covariance perceptron: A new paradigm for classification and processing of time series in recurrent neuronal networks. PLoS Biology 2020; 16(10): p. 1–38.

Dahmen, David; Gilson, Matthieu; Helias, Moritz. Capacity of the covariance perceptron. Journal of Physics A: Mathematical and Theoretical 2020; 53(354002): p. 0–0.

GIRALDO MENDEZ, SERGIO IVAN

Héroux I, Giraldo S, Ramírez R, Dubé F, Creech A. Measuring the impacts of extra-musical elements in guitar music playing: a pilot study.. Frontiers in Psychology 2020; 11(1964): p. 1–10.

GOMEZ CAÑON, JUAN SEBASTIAN

Gómez-Cañón, JS, Cano E, Herrera P, Gómez E. Joyful for you and tender for us: the influence of individual characteristics and language on emotion labeling and classification. Laplante A, Fujinaga I (eds.). ISMIR 2020: 21st International Society for Music Information Retrieval Conference. 1 ed. Montreal: International Society for Music Information Retrieval (ISMIR); 2020. p. 853–860.

Pandrea, Ana Gabriela; Gómez-Cañón, Juan Sebastián; Herrera, Perfecto. Cross-dataset music emotion recognition: an end-to-end approach. Laplante, A; Fujinaka, I. Late breaking/Demo of the 21st International Society for Music Information Retrieval Conference. 1 ed. 2020. .

GOMEZ CERDA, VICENTE

Samanta B, De A, Jana G, Gómez V, Chattaraj P, Ganguly N, Rodriguez MG. NEVAE: A Deep Generative Model for Molecular Graphs. Journal of Machine Learning Research 2020; 21(114): p. 1–33.

Thalmeier D, Kappen HJ, Totaro S, Gómez V. Adaptive smoothing for path integral control.. Journal of Machine Learning Research 2020; 21(191): p. 1–37.

Thalmeier, Dominik; Kappen, Hilbert J.; Totaro, Simone; Gómez, Vicenç. Adaptive smoothing path integral control. AA. VV. Proceedings NeurIPS 2019 Optimization Foundations for Reinforcement Learning Workshop. 1 ed. University of Alberta. Google Brain; 2020. .

Serra, Joan; Álvarez, David; Gómez, Vicenç; Slizovskaia, Olga; Núñez, José F.; Luque, Jordi. Input complexity and out-of-distribution detection whith likelihood-based generative models. -. Proceedings of ICLR 2020 (International Conference on Learning Representations). 1 ed. 2020. .

Tabibian B, Gómez V, De A, Schölkopf B, Gomez Rodriguez M. On the design of consequential ranking algorithms. Peters J, Sontag D (eds.). Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI). 1 ed. Machine Learning Research Press; 2020. p. 171–180.

GOMEZ GUTIERREZ, EMILIA

Chandna P, Ramires A, Serra X, Gómez E. LoopNet: Musical Loop Synthesis Conditioned On Intuitive Musical Parameters. arxiv.org 2020; p. 0–0.

Ramires A, Chandna P, Favory X, Gómez E, Serra X. Neural percussive synthesis parameterised by high-level timbral features. arxiv.org 2020; p. 786–790.

Miron M, Tolan S, Gómez E, Castillo C. Evaluating causes of algorithmic bias in juvenile criminal recidivism. Artificial intelligence and law : an international journal 2020; p. 0–0.

Kadandale VS, Montesinos JF, Haro G, Gómez E. Multi-channel U-Net for Music Source Separation. 22nd IEEE International Workshop on Multimedia Signal Processing (MMSP), September 21-24, 2020. arxiv.org 2020; p. 1–6.

Shakespeare D, Porcaro L, Gómez E, Castillo C. Exploring Artist Gender Bias in Music Recommendation. CEUR Workshop Proceedings 2020; 2697: p. 1–9.

Michelsanti D, Slizovskaia O, Haro G, Gómez E, Tan Z, Jensen J. Vocoder-based speech synthesis from silent videos. Proceedings of Interspeech 2020; p. 3530–3534.

Charisi V, Gomez E, Mier G, Merino L, Gomez R.. Child-robot collaborative problem-solving and the importance of child's voluntary interaction: a developmental perspective. Frontiers in robotics and AI 2020; 7: p. 1–16.

Chandna P, Blaauw M, Bonada J, Gomez E. Content Based Singing Voice Extraction From a Musical Mixture. arxiv.org 2020; p. 781–785.

Michelsanti D, Slizovskaia O, Haro G, Gómez E, Tan Z, Jensen J. Vocoder-Based Speech Synthesis from Silent Videos. Proceedings Interspeech 2020. arxiv.org 2020; p. 3530–3534.

Doras G, Yesiler F, Serrà J, Gómez E, Peeters G. Combining musical features for cover detection. Laplante, A; Fujinaka, I. Late breaking/Demo of the 21st International Society for Music Information Retrieval Conference. 1 ed. 2020. p. 279–286.

Yesiler, F.; Serrà, J.; Gómez, E.. Accurate and scalable version identification using musically-motivated embeddings. -. 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. Barcelona: IEEE; 2020. p. 20–25.

Yesiler F, Serrà J, Gómez E. Less is more: faster and better music version identification with embedding distillation. Laplante, A; Fujinaka, I. Late breaking/Demo of the 21st International Society for Music Information Retrieval Conference. 1 ed. 2020. p. 884–892.

Perez-Lopez A, Politis A, Gomez E. Blind reverberation time estimation from ambisonic recordings. AA. VV.. Proceedings IEEE 22nd International Workshop on Multimedia Signal Processing (IEEE MMSP 2020). 1 ed. Tampere: IEEE; 2020. p. 1–6.

Kadandale VS, Montesinos JF, Haro G, Gómez E. Multi-channel U-Net for Music Source Separation. AA. VV.. IEEE MMSP 2020. . IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP). 1 ed. IEEE; 2020. p. 1–6.

GONZALEZ BALLESTER, MIGUEL ANGEL

Baumgartner L, Reagh JJ, González Ballester MA, Noailly J. Simulating intervertebral disc cell behaviour within 3D multifactorial environments. Bioinformatics 2020; p. 0–0.

Torrents-Barrena J, Monill N, Piella G, Gratacós E, Eixarch E, Ceresa M, González Ballester MA. Assessment of radiomics and deep learning for the segmentation of fetal and maternal anatomy in magnetic resonance imaging and ultrasound. Academic Radiology 2020; 28(2): p. 0–0.

Higueras Esteban A, Delgado-Martínez I, Serrano L, Principe A, González Ballester MA, Rocamora R, Serra L, Conesa G. Diffusion Tensor Imaging (DTI) tractography filtering tools for Stereotactic Electro-Encephalography (SEEG). International Journal of Computer Assisted Radiology and Surgery 2020; 15(Suppl. 1): p. 0–0.

Piris C, Gartner L, González Ballester MA, Noailly J, Stöcker F, Schönfelder M, Adams T, Tassani S. In-ear accelerometer-based sensor for gait classification. IEEE Sensors Journal 2020; 20(21): p. 12895–12902.

Rafael-Palou X, Bonavita I, Ceresa M, Piella G, Ribas V, González Ballester MA. Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline. Computer Methods and Programs in Biomedicine 2020; 185: p. 1–9.

Humbert L, Bagué A, Di Gregorio S, Winzenrieth R, Sevillano X, González Ballester MA, Del Rio L.. DXA-Based 3D Analysis of the Cortical and Trabecular Bone of Hip Fracture Postmenopausal Women: A Case-Control Study.. Journal of Clinical Densitometry 2020; 23(3): p. 403–410.

Jiménez-Sánchez A, Mateus D, Kirchhoff S, Kirchhoff C, Biberthaler P, Navab N, González Ballester MA, Piella G. Hierarchical deep curriculum learning for the classification of proximal femur fractures. International Journal of Computer Assisted Radiology and Surgery 2020; 15(Suppl. 1): p. 0–0.

López Picazo M, Humbert L, Di Gregorio S, González Ballester MA, del Río Barquero LM. ¿Pueden las mediciónes 3D derivadas de la DXA lumbar predecir fracturas en las vértebras dorsales?. Revista de Osteoporosis y Metabolismo Mineral 2020; 12(2): p. 45–52.

López Picazo M, Humbert L, Winzenrieth R, Di Gregorio S, González Ballester MA, del Río Barquero LM. Association between osteoporotic femoral neck fractures and DXA-derived 3D measurements at lumbar spine: A case-control study. Archives of Osteoporosis 2020; 15(8): p. 1–10.

Ruiz Wills C, Tassani S, di Gregorio S, Martínez S, González Ballester MA, Humbert L, Noailly J, del Río LM. Relative fragility of osteoportic femurs assessed with DXA and simulation of finite element falls guided by emergency X-rays. Revista de Osteoporosis y Metabolismo Mineral 2020; 12(2): p. 62–70.

Campello VM, Martín-Isla C, Izquierdo C, Petersen SE, González Ballester MA, Lekadir K. Combining multi-sequence and synthetic images for improved segmentation of late gadolinium enhanced MRI. Lecture Notes in Computer Science / Artificial Intelligence 2020; 12009: p. 290–299.

Benkarim O.M., Piella G., Rekik I., Hahner N., Eixarch E., Shen D., Li G., González Ballester M.A., Sanroma G. A novel approach to multiple anatomical shape analysis: Application to fetal ventriculomegaly. Medical Image Analysis 2020; 65(101750): p. 1–14.

Eixarch E, Espina M, Torrents-Barrena J, Lopez-Velasco R, Ceresa M, Valenzuela B, Masoller N, Bennasar M, Bonet-Carne E, González Ballester MA, Martínez JM, Gratacos E. VP22.02: MR-based patient¿specific planning platform for Twin¿twin transfusion syndrome surgery. AA. VV.. Proceedings ISUOG 2020: Ultrasound in Obstetrics and Gynecology. 1 ed. 2020. p. 148–149.

López-Linares RK, García Ocaña I, Lete N, González Ballester MA, Macía Oliver I. Medical image segmentation using deep learning. Chen, Yen-Wei; Jain, Lakhmi C. (Eds.). Deep Learning in Healthcare. 1 ed. 2020. p. 17–31.

Tio L, Castro-Domínguez F, Tassani S, González Ballester MA, Noailly J, Monllau JC, Monfort J. Emotional components and inflammation are highly relevant in pain reported by knee osteoarthitic patients. AA. VV.. Proceedings EULAR Congress 2020. 1 ed. 2020. .

García Ocaña I, López-Linares Román K, Lete N, González Ballester MA, Macía Oliver I. Medical image detection using deep learning. Chen, Yen-Wei; Jain, Lakhmi C. (Eds.). Deep Learning in Healthcare. 1 ed. 2020. p. 17–31.

Tassani S. Tio L, Castro-Domínguez F, Monfort J, Monllau JC, González Ballester MA, Noailly J. Functionality in osteoarthritic gait is related to treatment decision. A multifactorial analysis. AA. VV.. Proceedings EULAR Congress 2020. 1 ed. 2020. p. 1743–1743.

Perera-Bel E, Beitel-White N, Mercadal B, Davalos RV, González Ballester MA, Ivorra A. A web platform for 3D electric field modeling for electroporation based therapies. Jarm T, Cvetkoska A, Mahni¿-Kalamiza S, Miklavcic D. Proceedings EMBEC 2020: European Medical and Biological Engineering Conference. 1 ed. 2020. .

GONZALEZ SUAREZ, ANA

Irastorza RM, Gonzalez-Suarez A, Pérez JJ, Berjano E. Differences in applied electrical power between full thorax models and limited-domain models for RF cardiac ablation. International Journal of Hyperthermia 2020; 37(1): p. 677–687.

GUILLEN FABREGAS, ALBERT

Font-Segura J, Martinez A, Guillen A. Importance sampling for coded-modulation error probability estimation. IEEE Transactions on Communications 2020; 68(1): p. 289–300.

Asadi E, Guillén A. Properties of a Recent Upper Bound to the Mismatch Capacity. AA. VV.. Proceedings The International Zurich Seminar on Information and Communication (IZS 2020). 1 ed. 2020. p. 115–119.

Boroumand P, Guillén A. Error Exponents of Mismatched Likelihood Ratio Testing. AA. VV.. Proceedings The International Zurich Seminar on Information and Communication (IZS 2020). 1 ed. 2020. .

GUTIERREZ PAEZ, NICOLAS FELIPE

HARO ORTEGA, GLORIA

Montesinos JF, Slizovskaia O, Haro G. Solos: A Dataset for Audio-Visual Music Analysis. 22nd IEEE International Workshop on Multimedia Signal Processing (MMSP), September 21-24, 2020. arxiv.org 2020; p. 1–6.

Michelsanti D, Slizovskaia O, Haro G, Gómez E, Tan Z, Jensen J. Vocoder-based speech synthesis from silent videos. Proceedings of Interspeech 2020; p. 3530–3534.

Raad L, Oliver M, Ballester C, Haro G, Meinhardt-Llopis E. On anisotropic optical flow inpainting algorithms. Image Processing On Line 2020; 10: p. 78–104.

HERNANDEZ LEO, DAVINIA

Vujovic M, Hernández-Leo D, Tassani S, Spikol D. Round or rectangular tables for collaborative problem solving? A multimodal learning analytics study.. The British Journal of Educational Psychology 2020; 51(5): p. 1597–1614.

Martínez-Monés A, Dimitriadis, Y, Acquila-Natale, E, Álvarez A, Caerio-Rodríguez M, Cobos R, Conde-González MÁ, García-Peñalvo FJ, Hernández-Leo D, Menchaca I, Muñoz-Merino PJ, Ros S, Sancho-Vinuesa T. Achievements and challenges in learning analytics in Spain: The view of SNOLA. Revista iberoamericana de educación a distancia 2020; 23(2): p. 187–212.

Albo L, Hernandez-Leo D. EdCrumble, a data-enriched visual authoring design tool for blended learning. IEEE Transactions on Learning Technologies 2020; 14(1): p. 55–68.

Pammer-Schindler V, Wild F, Fominykh M, Ley T, Perifanou M, Soule MV, Hernández-Leo D, Kalz M, Klamma R, Pedro L, Santos C, Glahn C, Economides AA, Parmaxi A, Prasolova-Førland E, Gillet D, Maillet K. Interdisciplinary doctoral training in technology-enhanced learning in Europe. Frontiers in Education 2020; 5(150): p. 1–12.

Albó L, Hernández-Leo D. Conceptualizing a visual representation model for MOOC-based blended learning designs. Australasian Journal of Educational Technology 2020; 36(4): p. 1–26.

Michos K, Hernández-Leo D. CIDA: A collective inquiry framework to study and support teachers as designers in technological environments. Computers and education 2020; (143): p. 1–26.

Beardsley M, Tervaniemi M, Hernández-Leo D, Ruiz-Mejías M. Science of Learning Concepts for Teachers (Project Illuminated). 1 ed. Barcelona: Universitat Pompeu Fabra; 2020.

Martínez-Moreno J, Hernández-Leo D, Santos P. Artificial intelligence and social media threats: Increasing teenagers' reflective thinking through digital literacy. Rubegni E, Vasalou A. IDC '20: Proceedings of the Interaction Design and Children Conference. 1 ed. Association for Computing Machinery; 2020. .

Albó L, Beardsley M, Martínez-Moreno J, Santos P, Hernández-Leo D. Emergency remote teaching: capturing teacher experiences in Spain with SELFIE. --. 15th European Conference on Technology Enhanced Learning (EC-TEL 2020). 1 ed. Heidelberg: Springer; 2020. p. 318–331.

Michos K, Lang C, Hernández-Leo D; Price-Dennis D. Involving teachers in learning analytics design: lessons learned from two case studies. Rensing C , Drachsler H (eds.). LAK'20: proceedings of the Tenth International Conference on Learning Analytics & Knowledge. 1 ed. Frankfurt: The Association for Computing Machinery; 2020. p. 94–99.

Lobo-Quintero R, Ortega-Arranz A, Hernández-Leo D. Towards reward-based gamification in collaborative learning flow patterns based on learning analytics. Martínez-Monés A, Álvarez A, Caeiro-Rodríguez M, Dimitriadis Y (EDS.). CEUR Workshop Proceedings LASI-SPAIN 2020: Learning Analytics Summer Institute Spain 2020: Learning Analytics. Time for Adoption. 1 ed. Valladolid2020. p. 81–96.

Hakami, E., Hernandez-Leo, D. How are Learning Analytics Considering the Societal Values of Fairness, Accountability, Transparency and Human Well-being? - A Literature Review. Martínez-Monés A, Álvarez A, Caeiro-Rodríguez M, Dimitriadis Y (EDS.). CEUR Workshop Proceedings LASI-SPAIN 2020: Learning Analytics Summer Institute Spain 2020: Learning Analytics. Time for Adoption. 1 ed. Valladolid2020. p. 121–141.

Martínez-Moreno J, Santos P, Hernández-Leo D. Making for reflecting: The maker methodology for grounding a positive mindset against technology. Rubegni E, Vasalou A. IDC '20: Proceedings of the Interaction Design and Children Conference. 1 ed. Association for Computing Machinery; 2020. .

Moreno Oliver, Verónica; Hernández-Leo, Davinia. Student perspectives on the COVID-19 emergency remote teaching at a catalan engineering school. Gómez Chova, Luis. ICERI2020 Proceedings 9th-10th November 2020. 1 ed. Iated Academy S.L; 2020. p. 3313–3321.

Velamazan M, Santos P, Hernández-Leo D. Collaborative Educational Location-Based Activities with no Teacher Supervision: Design Implications. Söbke H, Baalsrud Hauge J, Wolf M, Wehking F. Proceedings of DELbA 2020 - Workshop on Designing and Facilitating Educational Location-based Applications co-located with the Fifteenth European Conference on Technology Enhanced Learning (EC-TEL 2020). 1 ed. Bauhaus-Institute for Infrastructure Solutions; 2020. p. 1–11.

Santos P, Martinez-Moreno J, Alonso, N, Mayrhofer M, Hernández-Leo D. Facilitating Digital Equity in Educational Contexts with Teenagers at Risk of Social Exclusion: the ICT Facilitator Competence Profile. Balderas A, Mendes AJ, Dodero JM. Proceedings of the 22th International Symposium on Computers in Education 2020. 1 ed. IEEE Education Society; 2020. p. 1–6.

HERRERA BOYER, PERFECTO JOSE

Gómez D , Jordà S, Herrera P. Drum rhythm spaces: From polyphonic similarity to generative maps. Journal of New Music Research 2020; 49(5): p. 438–456.

IVORRA CANO, ANTONIO

Mercadal, Borja; Vicente, Rubén; Ivorra, Antoni. Pulsed radiofrequency for chronic pain: In vitro evidence of an electroporation mediated calcium uptake. Bioelectrochemistry 2020; p. 0–0.

Vázquez-Oliver A, Brambilla-Pisone C, Domingo-Gainza, M, Maldonado R, Ivorra A, Ozaita A. Auricular transcutaneous vagus nerve stimulation improves memory persistence in naïve mice and in an intellectual disability mouse model. Brain Stimulation 2020; 13(2): p. 494–498.

Mercadal, B.; Beitel-White, N.; Aycock, K. N.; Castellví, Q.; Davalos, R. V.; Ivorra, A.. Dynamics of Cell Death After Conventional IRE and H-FIRE Treatments. Annals of Biomedical Engineering 2020; p. 1–12.

Mercadal B, Vicente R, Ivorra A. Pulsed radiofrequency for chronic pain: In vitro evidence of an electroporation mediated calcium uptake. Bioelectrochemistry 2020; (136): p. 107624–0.

Levkov, K.; Linzon, Y.; Mercadal, B.; Ivorra, A.; González, C. A.; Golberg, A.. High-voltage pulsed electric field laboratory device with asymmetric voltage multiplier for marine macroalgae electroporation. Innovative Food Science and Emerging Technologies 2020; 60: p. 102288–0.

JIMENEZ SANCHEZ, AMELIA

JONSSON ., PER ANDERS

Wilhelmi, Francesc; Carrascosa, Marc; Cano, Cristina; Jonsson, Anders; Ram, Vishnu; Bellalta, Boris. Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks. arxiv.org 2020; p. 1–7.

Jonsson, Anders; Kaufmann, Emilie; Ménard, Pierre; Domingues, Darwiche Omar; Leurent, Edouard; Valko, Michal. Planning in markov decision processes with gap-dependent sample complexity. arxiv.org 2020; p. 1–24.

Ménard, Pierre; Domingues, Omar Darwiche; Jonsson, Anders; Kaufmann, Emilie; Leurent, Edouard; Valko, Michal. Fast active learning for pure exploration in reinforcement learning. arxiv.org 2020; p. 1–36.

Kaufmann, Emilie; Ménard, Pierre; Domingues,Darwiche; Jonsson, Anders; Leurent, Edouard; Valko, Michal. Adaptive Reward-Free Exploration. arxiv.org 2020; p. 1–21.

Totaro, Simone; Boukas, Ioannis; Jonsson, Anders; Cornélusse, Bertrand. Lifelong Control of Off-grid Microgrid with Model Based Reinforcement Learning. arxiv.org 2020; p. 1–14.

Furelos-Blanco, Daniel; Law, Mark; Russo, Alessandra; Broda, Krysia; Jonsson, Anders. Induction of subgoal automata for reinforcement learning. arxiv.org 2020; p. 0–0.

Nunes C, De Craene M, Langet H, Camara O, Jonsson A. Learning decision trees through Monte Carlo tree search: An empirical evaluation. WIREs data mining and knowledge discovery 2020; 10(3): p. 0–0.

Furelos-Blanco D, Law,M, Russo A, Broda K, Jonsson A. Induction of Subgoal Automata for Reinforcement Learning.. AA. VV.. Proceedings AAAI 2020. 1 ed. Association for the Advancement of Artificial Intelligence; 2020. p. 3890–3897.

Segovia-Aguas J, Jiménez S, Jonsson A. Generalized Planning with Positive and Negative Examples. AA. VV.. Proceedings AAAI 2020. 1 ed. Association for the Advancement of Artificial Intelligence; 2020. p. 9949–9956.

Nikbakht R, Jonsson A, Lozano A. Unsupervised-Learning Power Allocation for the Cell-Free Downlink. AA. VV.. Proceedings 2020 IEEE International Conference on Communications Workshops (ICC Workshops). 1 ed. Dublin: IEEE; 2020. p. 1–5.

Jonsson A, Kaufmann E, Menard P, Darwiche -Domingues O, Leurent E, Valko V. Planning in Markov Decision Processes with Gap-Dependent Sample Complexity. Larochelle H, Ranzato M, Hadsell R, Balcan MF, Lin H. Proceedings of the 34th Conference on Neural Information Processing Systems (NeurIPS 2020). 1 ed. Neural Information Processing Systems Foundation; 2020. .

Steccanella L, Totaro S, Allonsius D, Jonsson A. Hierarchical reinforcement learning for efficent exploration and transfer. AA. VV.. Proceedings ICML 2020 Workshop LifelongML Blind Submission. 1 ed. Openreview.net; 2020. p. 1–9.

JORDA PUIG, SERGIO

Gómez D , Jordà S, Herrera P. Drum rhythm spaces: From polyphonic similarity to generative maps. Journal of New Music Research 2020; 49(5): p. 438–456.

LALANDE CHATAIN, BENJAMIN CHARLES LOUIS EMMANUEL

LOBO QUINTERO, RENE ALEJANDRO

LOZANO SOLSONA, ANGEL

Attarifar M, Abbasfar A, Lozano A. Subset MMSE receivers for cell-free networks. IEEE Transactions on Wireless Communications 2020; 19(6): p. 4183–4194

Nikbakh R, Mosayebi R, Lozano A. Uplink Fractional Power Control and Downlink Power Allocation for Cell-Free Networks. IEEE Wireless Communications Letters 2020; 9(6): p. 774–777.

Do H, Lee N, Lozano A. Capacity of line-of-sight MIMO channels. AA. VV.. Proceedings IEEE International Symposium on Information Theory, ISIT 2020. 1 ed. Los Angeles: The Institute of Electrical and Electronics Engineers (IEEE); 2020. .

MÄDEBACH, ANDREAS

Wöhner, Stefan; Jescheniak, Jörg D.; Mädebach, Andreas. Semantic interference is not modality specific: Evidence from sound naming with distractor pictures. Quarterly Journal of Experimental Psychology 2020; 73(12): p. 0–0.

Mädebach, Andreas; Kurtz, Franziska; Schriefers, Herbert; Jescheniak, Jörg D.. Pragmatic constraints do not prevent the co-activation of alternative names: Evidence from sequential naming tasks with one and two speakers. Language, Cognition and Neuroscience 2020; 35(8): p. 1073–1088.

MAFFEI ., GIOVANNI ANGELO

Blancas M, Maffei G, Sánchez-Fibla M, Vouloutsi V, Verschure PFMJ. Collaboration variability in autism spectrum disorder. Frontiers in Human Neuroscience 2020; 14(559793): p. 1–13.

MANGADO LOPEZ, NEREA

MARTI JUAN, GERARD

Marti-Juan G, Sanroma G, Piella G. A survey on machine and statistical learning for longitudinal analysis of neuroimaging data in Alzheimer's Disease. Computer Methods and Programs in Biomedicine 2020; 189: p. 0–0.

MARTIN FERNANDEZ, ADRIAN

Gomez-Villa A, Martín A, Vázquez-Corral J, Bertalmío M, Malo J. Color illusions also deceive CNNs for low-level vision tasks: analysis and implications. Vision Research 2020; (176): p. 156–174.

MARTÍNEZ MORENO, JUDIT

MARTINEZ VICENTE, ALFONSO

Font-Segura J, Martinez A, Guillen A. Importance sampling for coded-modulation error probability estimation. IEEE Transactions on Communications 2020; 68(1): p. 289–300.

MERCADAL CAVALLER, BORJA

MILL TENA, JORDI

Morales X, Mill J, Juhl KA, Olivares AL, Jimenez-Perez G, Paulsen RR, et al.. Deep Learning Surrogate of Computational Fluid Dynamics for Thrombus Formation Risk in the Left Atrial Appendage. Pop M, Sermesant M, Camara O, Zhuang X, Li S, Young A, et al.. Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges. Proceedings STACOM 2019. 1 ed. Cham: Springer Cham; 2020. p. 157–166.

Mill J, Agudelo V, Arzamendi D et al. Patient-specific in silico flow analysis in the left atrium for the prediction of occluder device-related thrombus (conference poster). AA. VV.. Proceedings VPH Conference 2020. 1 ed. Paris: INRIA; 2020. .

MILLE ., SIMON FABIEN

Belz A, Bohnet B, Castro T, Graham Y, Mille S, Wanner L. Proceedings of the Third Workshop on Multilingual Surface Realisation. 1 ed. Association for Computational Linguistics; 2020.

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Belz A, Mille S, HowcroftDM. Disentangling the Properties of Human Evaluation Methods: A Classification System to Support Comparability, Meta-Evaluation and Reproducibility Testing. Davis B, Graham Y, Kelleher J, Sripada Y. Proceedings of the 13th International Conference on Natural Language Generation. 1 ed. Association for Computational Linguistics; 2020. p. 183–194.

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Montbrió E, Pazó D. Exact Mean-Field Theory Explains the Dual Role of Electrical Synapses in Collective Synchronization. Physical Review Letters 2020; 125(24): p. 1–6.

MONTESINOS GARCIA, JUAN FELIPE

MORALES MUÑOZ, MARIA ARACELI

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MORENO OLIVER, VERONICA

MORIS FERNANDEZ, LUIS

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PERERA I BEL, ENRIC

PEREZ LOPEZ, ANDRES

PIELLA FENOY, GEMA

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Shakespeare D, Porcaro L, Gómez E, Castillo C. Exploring Artist Gender Bias in Music Recommendation. CEUR Workshop Proceedings 2020; 2697: p. 1–9.

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RAMIREZ CIFUENTES, DIANA MICHELLE

RAMIREZ MELENDEZ, RAFAEL

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RUBIO BALLESTER, BELEN

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SEGOVIA AGUAS, JAVIER

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SOTO FARACO, SALVADOR

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TAPSCOTT BALTAR, ALAN

TASSANI ., SIMONE

TAUSTE CAMPO, ADRIAN FRANCISCO

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THEOPHILOU, EMILY

TORO SOTO, JUAN MANUEL

Celma-Miralles, Alexandre; Toro, Juan Manuel. Discrimination of Temporal Regularity in Rats (Rattus norvegicus) and Humans (Homo sapiens). Journal of comparative psychology 2020; 134(1): p. 0–0.

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TORRALBA CUELLO, MIREIA

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VITORIA CARRERA, PATRICIA

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YESILER ., MEHMET FURKAN

ZABALETA RAZQUIN, ITZIAR

ZAMORA LOPEZ, GORKA

ZINEMANAS FRIET, PABLO

Memòria, curs acadèmic 2020-2021

Departament de Tecnologies de la Informació i les Comunicacions