Departament de Tecnologies de la Informació i les Comunicacions

Visualització del contingut web

ADAME VAZQUEZ, ANTONIO

Adame T, Carrascosa-Zamacois M, Bellalta B. Time-sensitive networking in ieee 802.11be: On the way to low-latency wifi 7. Sensors 2021; 21(4954): p. 1–20.

Michaelides C, Adame T, Bellalta B. ECTS: Enhanced Centralized TSCH Scheduling with Packet Aggregation for Industrial IoT. Institute of Electrical and Electronics Engineers. 2021 IEEE Conference on Standards for Communications and Networking, CSCN 2021. 1 ed. Institute of Electrical and Electronics Engineers Inc.; 2021. p. 40–45.

ALAJAMI, ABDUSSALAM ALI ABDUSSALAM

Casamayor-Pujol V, Gaston B, Lopez-Soriano S, Alajami A, Pous R. A simple solution to locate groups of items in large retail stores using an RFID robot. IEEE Transactions on Industrial Informatics 2021; p. 0–0.

ALBO PEREZ, LAIA

Beardsley M, Albó L, Aragón P, Hernández-Leo D. Emergency Education Effects on Teacher Abilities and Motivation to Use Digital Technologies. British journal of educational technology 2021; (52): p. 1455–1477.

Albó L, Barria-Pineda J, Brusilovsky P, Hernández-Leo D. Knowledge-based Design Analytics for Authoring Courses with Smart Learning. International Journal of Artificial Intelligence in Education 2021; 32(1): p. 0–0.

AMARASINGHE, PATHIRANAGE ISHARI UTHPALA

Vujovic M, Amarasinghe I, Hernández-Leo D. Studying Collaboration Dynamics in Physical Learning Spaces: Considering the Temporal Perspective through Epistemic Network Analysis. Sensors 2021; 21(9): p. 1–19.

Amarasinghe I, Hernández-Leo D, Hoppe HU. Deconstructing orchestration load: comparing teacher support through mirroring and guiding. Computer-supported collaborative learning 2021; p. 307–338.

Amarasinghe I, Hernández-Leo D, Manatunga K, Beardsley M, Bosch Garcia J, Carrió Llach M, Chacón-Pérez J, Jimenez-Morales M, Llanos Santos D, Lope Pastor S, Martinez Moreno J, Santos Rodriguez P, Vujovic M. Collaborative learning designs using PyramidApp: computer supported collaborative learning in classroom sessions. Revista del CIDUI 2021; (5): p. 1–10.

Theophilou E, Amarasinghe I, Hernández-Leo D, Lobo R, Crespi F. Towards socially shared regulation within CSCL scripts: mirroring group participation in PyramidApp. CEUR Workshop Proceedings 2021; p. 73–80.

Amarasinghe I, Hernández-Leo D. Synergies between humans and machines to support the orchestration of CSCL scripts at different scales. Hmelo-Silver CE, De Wever B, Oshima J (eds.). Proceedings of the 14 th International Conference on Computer-Supported Collaborative Learning (CSCL 2021). 1 ed. ISLS; 2021. p. 279–280.

Amarasinghe I, Hernández-Leo D, Theophilou E, Sánchez Reina JR, Lobo Quintero RA. Learning gains in Pyramid computer-supported collaboration scripts: factors and implications for design. Hernández-Leo D, Hishiyama R, Zurita G, Weyers B, Nolte A, Ogata H. Collaboration Technologies and Social Computing. Proceedings of the 27th International Conference, CollabTech 2021. 1 ed. Switzerland. Cham: Springer; 2021. p. 35–50.

Amarasinghe I, Vujovic M, Hernández-Leo D. Towards estimating classroom orchestration load using physiological and self-perception measures.. Hmelo-Silver CE, De Wever B, Oshima J (eds.). Proceedings of the 14 th International Conference on Computer-Supported Collaborative Learning (CSCL 2021). 1 ed. ISLS; 2021. p. 287–288.

Hakami E, Hernández-Leo D, Amarasinghe I. Understanding the well-being impact of a computer-supported collaborative learning tool: the case of PyramidApp. De Laet T, Klemke R,Alario-Hoyos C,Hilliger I,Ortega-Arranz A (eds.). Technology-Enhanced Learning for a Free, Safe, and Sustainable World. 16th European Conference on Technology Enhanced Learning (EC-TEL 2021). 1 ed. Springer; 2021. p. 373–378.

Amarasinghe I, Manske S, Hoppe HU, Santos P, Hernández-Leo D. Using network analysis to characterize participation and interaction in a citizen science online community. Hernández-Leo D, Hishiyama R, Zurita G, Weyers B, Nolte A, Ogata H. Collaboration Technologies and Social Computing. Proceedings of the 27th International Conference, CollabTech 2021. 1 ed. Switzerland. Cham: Springer; 2021. p. 67–82.

ANDRZEJAK ., RALPH GREGOR

Andrzejak RG. Chimeras confined by fractal boundaries in the complex plane. Chaos 2021; 31(5): p. 0–0.

Leguia MG, Andrzejak RG, Rummel C, Fan JM, Mirro EA, Tcheng TK, Rao VR, Baud MO. Seizure cycles in focal epilepsy. JAMA Neurology 2021; p. 0–0.

ARAGON ASENJO, PABLO

ARBUES SANGÜESA, ADRIA

Arbués-Sangüesa A, Martín A, Fernández J, Haro G, Ballester C. Towards Soccer Pass Feasibility Maps: the Role of Players' Orientation. Journal of Sports Sciences 2021; p. 1–14.

Arbués-Sangüesa A, Martín A, Granero P, Ballester C, Haro G. Learning Football Body-Orientation as a Matter of Classification. AA. VV.. 30th International Joint Conference on Artificial Intelligence (IJCAI-21). 1 ed. Montreal: IJCAI; 2021. p. 1–8.

ÁVILA VARELA, DANIELA SUSANA

Arias-Trejo N, Angulo-Chavira AQ, Avila-Varela DS, Chua-Rodriguez F, Mani N. Developmental Changes in Phonological and Semantic Priming Effects in Spanish-Speaking Toddlers. Developmental psychology 2021; p. 0–0.

Avila-Varela DS, Arias-Trejo N, Mani N. A longitudinal study of the role of vocabulary size on priming effects in early childhood. Journal of Experimental Child Psychology 2021; 205: p. 0–0.

BAEZA YATES, RICARDO ALBERTO

Ramírez-Cifuentes D, Largeron C, Tissier J, Baeza-Yates R, Freire A. Enhanced Word Embedding Variations for the Detection of Substance Abuse and Mental Health Issues on Social Media Writings. IEEE Access 2021; (9): p. 130449–130471.

Ramírez-Cifuentes D, Freire A, Baeza-Yates R, Sanz Lamora N, Álvarez A, González-Rodríguez A, Lozano Rochel M, Llobet Vives R, Velazquez DA, Gonfaus JM, Gonzàlez J.. Characterization of Anorexia Nervosa on Social Media: Textual, Visual, Relational, Behavioral, and Demographical Analysis. Journal of Medical Internet Research 2021; 23(7): p. 1–40.

BALLESTER NICOLAU, COLOMA MARIA

Arbués-Sangüesa A, Martín A, Fernández J, Haro G, Ballester C. Towards Soccer Pass Feasibility Maps: the Role of Players' Orientation. Journal of Sports Sciences 2021; p. 1–14.

Batard T, Haro G, Ballester C. DIP-VBTV: A Color Image Restoration Model combining a Deep Image Prior and a Vector Bundle Total Variation. Journal of Imaging Science 2021; p. 1–32.

Lazcano V, Calderero F, Ballester C. Comparing different metrics on an anisotropic depth completion model. Journal of Hybrid Intelligent Systems 2021; p. 1–13.

Parisotto S, Vitoria P, Ballester C, Bugeau A, Reynolds S, Schönlieb CB. The Art of Inapainting: A Monograph on Mathematical Methods for the Virtual Restoration of Illuminated Manuscripts.. 1 ed. Mach Team; 2021.

Ballester C, Bugeau A, Hurault S, Parisotto S, Vitoria P. An Analysis of Generative Methods for Multiple Image Inpainting (to appear). Chen K, Schönlieb CB, Tai XC, Younces L (eds.). Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging. 1 ed. Springer; 2021. .

Ballester C, Carrillo H, Clément M, Vitoria P. Analysis of Different Losses for Deep Learning Image Colorization (to appear). Chen K, Schönlieb CB, Tai XC, Younces L (eds.). Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging. 1 ed. Springer; 2021. .

Serracant-Lorenzo JF, Guasch M, Ballester C. Spatio-Temporal Graph Convolutional Networks for Nonverbal Language in Entrepreneurial Pitching Sessions. AA. VV.. PNAS Proceedings of the National Academy of Sciences of the United States of America 2021 (to appear). 1 ed. 2021. .

BARRACHINA MUÑOZ, SERGIO

Barrachina-Muñoz S, Chiumento A, Bellalta B. Multi-armed bandits for spectrum allocation in multi-agent channel bonding WLANs.. IEEE Access 2021; (9): p. 133472–133490.

BAUMGARTNER, LAURA ALEXA VALENTINA

Baumgartner L, Sadowska A, Tío L, González Ballester MA, Wuertz K, Noailly J. Evidence-based network modelling to simulate nucleus pulposus multicellular activity in different nutritional and pro-inflammatory environments. Frontiers in bioengineering and biotechnology 2021; 9: p. 1–17.

Baumgartner L, Wuertz-Kozak K, Le Maitre CL, Wignall F, Richardson SM, Hoyland J, Ruiz Wills C, González Ballester MA, Neidlin M, Alexopoulos LG, Noailly J. Multiscale Regulation of the Intervertebral Disc: Achievements in Experimental, In Silico, and Regenerative Research. International Journal of Molecular Sciences 2021; 22(2): p. 1–45.

Baumgartner L, Reagh JJ, Gonzalez Ballester MA, Noailly J. Simulating intervertebral disc cell behaviour within 3D multifactorial environments. Bioinformatics 2021; 37(9): p. 1246–1253.

Baumgartner L, Wuertz-Kozac K, González Ballester MA, Noailly J. Evidence-based simulation of intervertebral disc cell activity: from experimental data to numeric variables. European Society of Biomechanics. AA. VV.. Proceedings European Society of Biomechanics (ESB 2021). 1 ed. 2021. .

Baumgartner L. González Ballester MA., Noailly J. Integration of mechanical stimuli into agent-based simulations of intervertebral disc cell activity. AA. VV.. Proceedings European Society of Biomechanics (ESB 2021). 1 ed. 2021. .

BEARDSLEY ., MARC YOSHIMI

Beardsley M, Martínez-Moreno J, Hernández-Leo D. Learning to learn: university student perceptions of a science of learning intervention. Revista del CIDUI 2021; (5): p. 1–9.

Beardsley M, Martínez-Moreno J, Hernández-Leo D. Comparing pre-service and in-service teacher perceptions of the science of learning. Revista del CIDUI 2021; p. 1–13.

Amarasinghe I, Hernández-Leo D, Manatunga K, Beardsley M, Bosch J, Carrió M, Chacón-Pérez J, Jimenez-Morales M, Llanos D, Lope S, Martinez-Moreno, J, Santos P, Vujovic M. Collaborative Learning Designs using Pyramid App. AA.VV.. Proceedings 11th International Conference on University Teaching and Innovation (CIDUI): Beyond competencies: new challenges in a digital society (On line). 1 ed. Barcelona: Associació Catalana d'Universitats Públiques; 2021. .

BECERRA FAJARDO, LAURA

Tudela-Pi M, Minguillon J, Becerra L, Ivorra A. Volume conduction for powering deeply implanted networks of wireless injectable medical devices: a numerical parametric analysis. IEEE Access 2021; (9): p. 1–12.

BELLALTA JIMENEZ, BORIS

Duarte EK, Da Costa LALF, Erneberg M, De Freitas EP, Bellalta B, Vinel A. SafeSmart: A VANET System for Faster Responses and Increased Safety in Time-Critical Scenarios. IEEE Access 2021; 9: p. 151590–151606.

Barrachina-Muñoz S, Chiumento A, Bellalta B. Multi-armed bandits for spectrum allocation in multi-agent channel bonding WLANs.. IEEE Access 2021; (9): p. 133472–133490.

Adame T, Carrascosa-Zamacois M, Bellalta B. Time-sensitive networking in ieee 802.11be: On the way to low-latency wifi 7. Sensors 2021; 21(4954): p. 1–20.

Barrachina-Muñoz S, Chiumento A, Bellalta B. Stateless reinforcement learning for multi-agent systems: The case of spectrum allocation in dynamic channel bonding WLANs. -. IFIP Wireless Days. 1 ed. IEEE / Institute of Electrical and Electronics Engineers Incorporated.; 2021. .

BELLES MUÑOZ, MARTA

Bellés-Muñoz M, Whitehat B, Baylina J, Daza V, Muñoz-Tapia JL. Twisted Edwards Elliptic Curves for Zero-Knowledge Circuits. Mathematics 2021; 9(23): p. 1–21.

BERTALMIO BARATE, MARCELO JOSÉ

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 2021; (63): p. 263–281.

BIJNENS, BART H

Bernardino G, Hodzic A, Langet H, Legallois D, De Craene M, González Ballester MÁ, Saloux É, Bijnens B. Volumetric parcellation of the cardiac right ventricle for regional geometric and functional assessment. Medical Image Analysis 2021; 71: p. 0–0.

Crispi F, Rodríguez-López M, Bernardino G, Sepúlveda-Martínez Á, Prat-González S, Pajuelo C, Perea RJ, Caralt MT, Casu G, Vellvé K, Crovetto F, Burgos F, De Craene M, Butakoff C, González Ballester MÁ, Blanco I, Sitges M, Bijnens B, Gratacós E. Exercise Capacity in Young Adults Born Small for Gestational Age. JAMA Cardiology 2021; 6(11): p. 1308–1316.

Sepúlveda-Martínez A, Rodriguez-Lopez M, Bernardino G, Prat-Gonzalez S, Pajuelo C, Perea R, Caralt MT, Casu G, Vellve K, Crovetto F, De Craene M, Butakoff C, González Ballester MA, Sitges M, Bijnens B, Gratacos E, Crispi F. Cardiac magnetic resonance in young adults born small for gestational age reveals right ventricular remodelling. Ultrasound in Obstetrics and Gynecology 2021; 58(S1): p. 77–77.

Hodzic A, Bernardino G, Legallois D, Gendron P, Langet H, De Craene M, González Ballester MA, Milliez P, Normand H, Bijnens B, Saloux E, Tournoux F. Right ventricular global and regional remodeling in American-style football athletes: a longitudinal 3D echocardiographic study. Applied Sciences 2021; 11(8): p. 3357–0.

BINEFA VALLS, XAVIER

Aspandi D, Sukno F, Schuller B, Binefa X. An enhanced adversarial network with combined latent features for spatio-temporal facial affect estimation in the wild. Farinella GM, Radeva P, Braz J, Bouatouch K. Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. 1 ed. SciTePress; 2021. p. 172–181.

Rodríguez JA, Comas J, Binefa X. Affective state-based framework for e-learning systems. Villaret M, Alsinet T, Fernández C, Valls A (eds.). Proceedings of the 23rd International Conference of the Catalan Association for Artificial Intelligence. 1 ed. Amsterdam2021. p. 357–366.

BLAAUW ., MERLIJN

Bonada J, Blaauw M. Semi-supervised Learning for Singing Synthesis Timbre. AA. VV.. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021). 1 ed. arXiv.org; 2021. p. 783–787.

BLAT GIMENO, JOSE ANGEL

Saggion H, Shterionov DS, Labaka G, van de Cruys T, Vandeghinste V, Blat J. SignON: Bridging the gap between sign and spoken languages. CEUR Workshop Proceedings 2021; p. 21–24.

Sayago S, Blanco-Arnau P, Blat J. 3D Modeling and Printing with Vulnerable Adults: A Participant Observational Study with Immigrants and Low-Literate Older People. Molina-Tanco L, Manresa-Yee C, Gonzalez-Gonzalez C, Montalvo-Gallego B, Reyes-Lecuona A. ACM International Conference Proceeding Series. 1 ed. Association for Computing Machinery; 2021. .

BOGDANOV ., DMITRY

Correya A, Marcos-Fernández J, Joglar-Ongay L, Alonso-Jiménez P, Serra X, Bogdanov D. Audio and Music Analysis on the Web using Essentia.js. Transactions of the International Society for Music Information Retrieval 2021; 4(1): p. 167–181.

Ferraro A, Favory X, Drossos K, Kim Y, Bogdanov D. Enriched Music Representations with Multiple Cross-modal Contrastive Learning. IEEE Signal Processing Letters 2021; p. 1–6.

Ferraro A, Kim Y, Lee S, Kim B, Jo N, Lim S, Lim S, Jang J, Kim S, Serra X, Bogdanov D. Melon Playlist Dataset: A Public Dataset For Audio-Based Playlist Generation And Music Tagging. Androutsos, Dimitri; Plataniotis, Kostas; Zhang, Xiao-Ping. Proceedings of the 46th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. 2021. p. 536–540.

BONADA SANJAUME, JORDI

BONHOMME IGLESIAS, DANIEL

Sanz Perl Y, Pallavicini C, Pérez Ipiña I, Demertzi A, Bonhomme V, Martial C, Deco G, et al.. Perturbations in dynamical models of whole-brain activity dissociate between the level and stability of consciousness. PLoS Computational Biology 2021; 17(7): p. 1–30.

BOSCH GARCIA, JORDI

BURGALETA DIAZ, MIGUEL ESTEBAN

Julvez J, Gignac F, Fernández-Barrés S, Romaguera D, Sala-Vila A, Ranzani OT et al. Walnuts, long-chain polyunsaturated fatty acids, and adolescent brain development: protocol for the Walnuts Smart Snack dietary intervention trial. Frontiers in Pediatrics 2021; 9: p. 593847–0.

BUTTI ., SILVIA

Butti, Silvia; Dalmau, Victor. The Complexity of the Distributed Constraint Satisfaction Problem. Blaser, Markus; Monmege, Benjamin. 38th International Symposium on Theoretical Aspects of Computer Science (STACS 2021). 1 ed. 2021. .

CALVERA ISABAL, MIRIAM

Calvera-Isabal M, Varas N, Santos P. Computational techniques for data science applied to broaden the knowledge between citizen science and education. Sampson DG, Ifenthaler D, Isaías P. Proceedings of the 18th International Conference on Cognition and Exploratory Learning in the Digital Age (CELDA 2021). 1 ed. Lisboa: International Assn for Development of the Information Society (IADIS); 2021. p. 219–226.

CAMARA REY, OSCAR

Jimenez-Perez G, Alcaine A, Camara O. Delineation of the electrocardiogram with a mixed-quality-annotations dataset using convolutional neural networks. Scientific Reports 2021; 11(863): p. 0–0.

Mill J, Agudelo V, Li CH, Noailly J, Freixa X, Camara O, Arzamendi D. Patient-specific flow simulation analysis to predict device-related thrombosis in left atrial appendage occluders. REC: Interventional Cardiology 2021; 3(4): p. 278–285.

Mill J, Agudelo V, Olivares AL, Pons MI, Silva E, Nuñez-Garcia M, Morales X, Arzamendi D, Freixa X, Noailly J, Camara O. Sensitivity analysis of in silico fluid simulations to predict thrombus formation after left atrial appendage occlusion. Mathematics 2021; (9): p. 1–19.

Morales X, Mill J, Delso G, Loncaric F, Doltra A, Freixa X, Sitges M, Bijnens B, Camara O. 4D Flow Magnetic Resonance Imaging for Left Atrial Haemodynamic Characterization and Model Calibration. Puyol Anton E. et al.. Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges. STACOM 2020. Lecture Notes in Computer Science. 1 ed. Springer; 2021. p. 156–165.

CASTILLO OCARANZA, CARLOS ALBERTO ALEJANDRO

Li L, Aldosery A, Vitiugin F, Nathan N, Novillo-Ortiz D, Castillo C, Kostkova P. The Response of governments and public health agencies to COVID-19 pandemics on social media: a multi-country analysis of Twitter discourse. Frontiers in public health 2021; (9): p. 1–14.

Porcaro L, Castillo C, Gómez E. Diversity by design in music recommender systems. Transactions of the International Society for Music Information Retrieval. Transactions of the International Society for Music Information Retrieval 2021; 4(1): p. 114–126.

Smeros P, Castillo C, Aberer K. SciClops: Detecting and Contextualizing Scientific Claims for Assisting Manual Fact-Checking. International Conference on Information and Knowledge Management.; Association for Computing Machinery.; Association for Computing Machinery. Special Interest Group on Information Retrieval.; Association for Computing Machinery. Special Interest Group on Management Information Systems.. InternationalConference on Information and Knowledge Management, Proceedings. 1 ed. Association for Computing Machinery; 2021. p. 1692–1702.

Solans D, Biggio B, Castillo C. Poisoning Attacks on Algorithmic Fairness. Hutter F, Kersting K, Lijffijt J, Valera I. Machine Learning and Knowledge Discovery in Databases (LNCS, volume 12458). 1 ed. Springer; 2021. p. 162–177.

CHANDNA ., PRITISH

Chandna P, Ramires A, Serra X, Gómez E. Loopnet: Musical Loop Synthesis Conditioned On Intuitive Musical Parameters. Androutsos, Dimitri; Plataniotis, Kostas; Zhang, Xiao-Ping. Proceedings of the 46th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. 2021. p. 3395–3399.

COCCO, GIUSEPPE

Cocco G, I Fabregas A G, Font-Segura J. A Dual-Domain Achievability of the Typical Error Exponent. IEEE. IEEE International Symposium on Information Theory - Proceedings. 1 ed. 2021. p. 930–933.

CODINA FILBA, JOAN

Farrús M, Codina-Filbà J, Escudero J. Acoustic and prosodic information for home monitoring of bipolar disorder.. Health Informatics Journal 2021; 27(1): p. 0–0.

Codina-Filbà J, Cámbara G, Peiró-Lilja A, Grivolla J, Carlini R, Farrús M. The ingenious multilingual operations app. ISCA. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 1 ed. Brno: International Speech Communication Association; 2021. p. 2183–2184.

Codina-Filbà J, Escalera S, Escudero J, Antens C, Buch-Cardona P, Farrús M. Mobile eHealth platform for home monitoring of bipolar disorder. Loko¿ J, Skopal T, Schoeffmann K, Mezaris V, Li X, Vrochidis S, Patras I (eds.). Proceedings of the 27th International Conference on Multimedia Modeling (MMM). 1 ed. Praga: Prague University; 2021. p. 330–341.

COLOMBARO, IVANO

Martinez A, Colombaro I, Font-Segura J. An exterior-algebraic derivation of the symmetric stress-energy-momentum tensor in flat space-time. European Physical Journal Plus 2021; 9(18): p. 1–17.

COMAS MARTINEZ, JOAQUIM

CUESTA MUSSARRA, HELENA

Gover M, Sarasua Á, Parra H, Janer J, Mayor O, Cuesta H, Pascual MP, Gkiokas A, Gómez E. Choir Singers Pilot. An online platform for choir singers practice. TBD. Proceedings of the Web Audio Confernece 2021. 1 ed. 2021. p. 1–6.

DAZA FERNANDEZ, VANESA

Bellés-Muñoz M, Whitehat B, Baylina J, Daza V, Muñoz-Tapia JL. Twisted Edwards Elliptic Curves for Zero-Knowledge Circuits. Mathematics 2021; 9(23): p. 1–21.

Salleras X, Daza V. ZPiE: Zero-knowledge proofs in embedded systems. Mathematics 2021; 9(20): p. 1–17.

Belles-Muñoz M, Baylina J, Daza V, Muñoz JL. New Privacy Practices for Blockchain Software. IEEE Software 2021; p. 0–0.

Pontecorvi M, Daza V, McMenamin C. Achieving state machine replication without honest players. Association for Computing Machinery. AFT 2021 - Proceedings of the 2021 3rd ACM Conference on Advances in Financial Technologies. 1 ed. Association for Computing Machinery, Inc; 2021. p. 1–4.

DE FILIPPI , ELEONORA

De Filippi E, Uribe C, Avila-Varela DS, Martínez-Molina N, Gashaj V, Pritschet L, Santander T, Jacobs EG, Kringelbach ML, Sanz Perl Y, Deco G, Escrichs A. The Menstrual Cycle Modulates Whole-Brain Turbulent Dynamics. Frontiers in Neuroscience 2021; 15: p. 1–11.

DE SANCRISTOBAL ALONSO, BELEN

Razi F, Moreno-Bote R, Sancristóbal B. Computational modeling of information propagation during the sleep-waking cycle. Biology 2021; (10): p. 1–26.

DECO ., GUSTAVO RICARDO

Piccinini J, Perez Ipiñna I, Laufs H, Kringelbach M, Deco G, Sanz Perl Y, Tagliazucchi E. Noise-driven multistability versus deterministic chaos in phenomenological semi-empirical models of whole-brain activity. Chaos 2021; 31(2): p. 1–15.

Kong X, Kong R, Orban C, Wang P, Zhang S, Anderson K, Holmes A, Murray JD, Deco G, van den Heuvel M, Yeo BTT. Sensory-motor cortices shape functional connectivity dynamics in the human brain. Nature Communications 2021; 12(1): p. 1–15.

Galadí JA, Silva S, Sanz Y, Kringelbach ML, Gayte I, Laufs H, Tagliazucchi E, Langa JA, Deco G. Capturing the non-stationarity of whole-brain dynamics underlying human brain states. NeuroImage 2021; 244(118551): p. 0–0.

Sanz Perl Y, Bocaccio H, Pallavicini C, Pérez-Ipiña I, Laureys S, Laufs H, Kringelbach M, Deco G, Tagliazucchi E. Nonequilibrium brain dynamics as a signature of consciousness. Physical Review E 2021; 104(1-1): p. 0–0.

Naskar A, Vattikonda A, Deco G, Roy D, Banerjee A. Previous computational models have related spontaneous resting-state brain activity with local excitatory inhibitory balance in neuronal populations. However, how underlying neurotransmitter kinetics associated with E+I balance govern resting-state spontaneous brain dynamics remains unknown. Understanding the mechanisms by virtue of which fluctuations in neurotransmitter concentrations, a hallmark. Network neuroscience 2021; 5(3): p. 757–782.

Rué-Queralt, J., Stevner, A., Tagliazucchi, Laufs H, Kringelbach ML, Deco G, Atasoy S. Decoding brain states on the intrinsic manifold of human braindynamics across wakefulness and sleep. Communications Biology 2021; 4(854): p. 1–11.

Hahn G, Zamora-López G, Uhrig L, Tagliazucchi E, Laufs H, Mantini D, Deco G Kringelbach M, Jarraya B, Deco G. Signature of Consciousness in Brain-Wide Synchronization Patterns of Monkey and Human fMRI Signals. NeuroImage 2021; (226): p. 117470–0.

Cruzat, Josephine; Torralba Cuello, Mireia; Ruzzoli, Manuela; Deco, Gustavo; Soto-Faraco, Salvador. The phase of Theta oscillations modulates successful memory formation at encoding. Neuropsychologia 2021; 154: p. 0–0.

Deco G, Kemp M, Kringelbach ML. Leonardo da Vinci and the search for order in neuroscience. Current Biology 2021; 31(11): p. 704–709.

Kobeleva X, López-González A, Kringelbach ML, Deco G. Revealing the Relevant Spatiotemporal Scale Underlying Whole-Brain Dynamics. Frontiers in Neuroscience 2021; 15: p. 1–12.

Deco G, Sanz Perl Y, Vuust P, Tagliazucchi E, Kennedy H, Kringelbach ML. Rare long-range cortical connections enhance human information processing. Current Biology 2021; 31(20): p. 4436–4448.

Schmidt H, Hahn G, Deco G, Knösche TR. Ephaptic coupling in white matter fibre bundles modulates axonal transmission delays. PLoS Computational Biology 2021; 17(2): p. 0–0.

Pfeffer T, Ponce-Alvarez A, Tsetsos K, Meindertsma T, Julius Gahnström C, Lucas van den Brink R, Nolte G, Karl Engel A, Deco G, Hinrich Donner T. Circuit mechanisms for the chemical modulation of cortex-wide network interactions and behavioral variability. Science advances 2021; 7(29): p. 1–19.

Arnatkeviciute A, Fulcher BD, Oldham S, Tiego J, Paquola C, Gerring Z, Aquino K, Hawi Z, Johnson B, Ball G, Klein M, Deco G, Franke B, Bellgrove MA, Fornito A. Genetic influences on hub connectivity of the human connectome. Nature Communications 2021; 12(1): p. 1–14.

Bonetti L, Brattico E, Carlomagno F, Donati G, Cabral J, Haumann NT, Deco G, Vuust P, Kringelbach ML. Rapid encoding of musical tones discovered in whole-brain connectivity. NeuroImage 2021; 245: p. 0–0.

Sanz Perl Y, Pallavicini C, Pérez Ipiña I, Demertzi A, Bonhomme V, Martial C, Panda R, Annen J, Ibañez A, Kringelbach M, Deco G, Laufs H, Sitt J, Laureys S, Tagliazucchi E. Perturbations in dynamical models of wholebrain activity dissociate between the level and stability of consciousness. PLoS Computational Biology 2021; 17(7): p. 0–0.

Adhikari MH, Griffis J, Siegel JS, Thiebaut de Schotten M, Deco G, Instabato A, Gilson M, Corbetta M. Effective connectivity extracts clinically relevant prognostic information from resting state activity in stroke. Brain Communications 2021; 3(4): p. 0–0.

Escrichs A, Biarnes C, Garre-Olmo J, Fernández-Real JM, Ramos R, Pamplona R, Brugada R, Serena J, Ramió-Torrentà L, Coll-De-Tuero G, Gallart L, Barretina J, Vilanova JC, Mayneris-Perxachs J, Essig M, Figley CR, Pedraza S, Puig J, Deco G, Mayneris Perxachs J. Whole-Brain Dynamics in Aging: Disruptions in Functional Connectivity and the Role of the Rich Club. Cerebral Cortex 2021; 31(5): p. 2466–2481.

Glomb K, Kringelbach ML, Deco G, Hagmann P, Pearson J, Atasoy S. Functional harmonics reveal multi-dimensional basis functions underlying cortical organization. Cell Reports 2021; 36(8): p. 0–0.

Van Schependom J, Vidaurre D, Costers L, Sjøgård M, Sima DM, Smeets D, D'hooghe M B, D'haeseleer M, Deco G, Wens V, De Tiège X, Goldman S, Woolrich M, Nagels G. Increased brain atrophy and lesion load is associated with stronger lower alpha MEG power in multiple sclerosis patients. NeuroImage 2021; 30: p. 102632–102632.

López-González A, Panda R, Ponce-Alvarez A, Zamora-López G, Escrichs A, Martial C, Thibaut A, Gosseries O, Kringelbach ML, Annen J, Laureys S, Deco G. Loss of consciousness reduces the stability of brain hubs and the heterogeneity of brain dynamics. Communications Biology 2021; 4: p. 1–15.

Ponce-Alvarez A, Uhrig L, Deco N, Signorelli CM, Kringelbach ML, Jarraya B, Deco G. Macroscopic Quantities of Collective Brain Activity during Wakefulness and Anesthesia. Cerebral Cortex 2021; p. 0–0.

Deco G, Vidaurre D, Kringelbach ML. Revisiting the global workspace orchestrating the hierarchical organization of the human brain.. Nature Human Behaviour 2021; 5: p. 497–511.

Jobst BM, Atasoy S, Ponce-Alvarez A, Sanjuán A, Roseman L, Kaelen, Carhart-Harris R, Kringelbach ML, Deco G. Increased sensitivity to strong perturbations in a whole-brain model of LSD. Neuroimage. NeuroImage 2021; 230(117809): p. 1–14.

Deco G, Kringelbach ML, Arnatkeviciute A, Oldham S, Sabaroedin K, Rogasch NC, Aquino KM, Fornito A. Dynamical consequences of regional heterogeneity in the brain's transcriptional landscape. Science advances 2021; 7(29): p. 1–17.

Jancke D, Herlitze S, Kringelbach ML, Deco G. Bridging the gap between single receptor type activity and whole-brain dynamics. FEBS Journal 2021; p. 0–0.

Wein S, Deco G, Tome AM, Goldhacker M, Malloni WM, Greenlee MW, Lang EW. Brain Connectivity Studies on Structure-Function Relationships: A Short Survey with an Emphasis on Machine Learning. Computational Intelligence and Neuroscience 2021; (5573740): p. 0–0.

Pagani M, Barsotti N, Bertero A, Trakoshis S, Ulysse L, Locarno A, Miseviciute I, De Felice A, Canella C, Supekar K, Galbusera A, Menon V, Tonini R, Deco G, Lombardo MV, Pasqualetti M, Gozzi A. mTOR-related synaptic pathology causes autism spectrum disorder-associated functional hyperconnectivity. Nature Communications 2021; 12(1): p. 1–15.

De Filippi E, Wolter M, Melo BRP, Tierra-Criollo CJ, Bortolini T, Deco G, Moll J. Classification of Complex Emotions Using EEG and Virtual Environment: Proof of Concept and Therapeutic Implication. Frontiers in Human Neuroscience 2021; 15: p. 0–0.

DELLA VALLE, FABIO

Valle FD, Oliver M. Blockchain-based information management for supply chain data-platforms. Applied Sciences 2021; 11(8161): p. 0–0.

Della Valle F, Oliver MA. A Guidance for blockchain-based digital transition in supply chains. Applied Sciences 2021; 11(14): p. 1–18.

DOMINGUEZ BAJO, MONICA

Domínguez M, Farrús M, Wanner L. The Information Structure-prosody interface in text-to-speech technologies. An empirical perspective. Corpus Linguistics and Linguistic Theory 2021; p. 0–0.

Domínguez M, Soler-Company J, Wanner L. ThemePro 2.0: Showcasing the role of thematic progression in engaging human-computer interaction. ISCA. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 1 ed. Brno: International Speech Communication Association; 2021. .

EGEA GOMEZ, SANTIAGO

Egea Gómez S, McGill E, Saggion H. Syntax-aware transformers for neural machine translation: the case of text to sign gloss translation. Rapp R, Sharoff S, Zweigenbaum P (ed.). Proceedings of the 14th Workshop on Building and Using Comparable Corpora (BUCC 2021) in conjunction with the International Conference on Recent Advances in Natural Language Processing (RANLP 2021). 1 ed. Association for Computational Linguistics (ACL); 2021. p. 18–27.

ESTIVILL CASTRO, VLADIMIR

Szemenyei M, Estivill-Castro V. Fully neural object detection solutions for robot soccer. Neural Computing and Applications 2021; p. 0–0.

Javaid M, Estivill-Castro V. Explanations from a Robotic Partner Build Trust on the Robot's Decisions for Collaborative Human-Humanoid Interaction. Robotics 2021; 10(1): p. 1–23.

Reza KJ, Islam MZ, Estivill-Castro V. Privacy protection of online social network users, against attribute inference attacks, through the use of a set of exhaustive rules. Neural Computing and Applications 2021; 33: p. 12397–12427.

Gilmore E, Estivill-Castro V, Hexel R. More Interpretable Decision Trees. Lecture Notes in Computer Science / Artificial Intelligence 2021; 12886: p. 280–292.

Carrillo M, Estivill-Castro V, Rosenblueth DA. Verification and Simulation of Time-Domain Properties for Models of Behaviour. Hammoudi S, Ferreira L, Bran Seli¿ P (eds.). Model-Driven Engineering and Software Development 8th International Conference, MODELSWARD 2020, Valletta, Malta. 1 ed. Cham: Springer; 2021. p. 225–249.

Grubb F, Estivill-Castro V, Hexel R. LLFSMs on the PRU: Executable and Verifiable Software Models on a Real-Time Microcontroller. Borzemski L, Selvaraj H, ¿wi¿tek J. 28th International Conference Systems Engineering. 1 ed. Springer-Verlag; 2021. p. 391–402.

Estivill-Castro, Vladimir. PostMatch: A Framework for Efficient Address Matching. Yue XuRosalind WangAnton Lord Yee Ling Boo Richi Nayak Yanchang Zhao Graham William. Data Mining. AusDM 2021. 1 ed. Springer-Verlag; 2021. p. 136–151.

Estivill-Castro V, Hernández-Jiménez E, Nettleton D. A System Dynamics Model Approach for Simulating Hyper-inflammation in Different COVID-19 Patient Scenarios. Wagner G, Werner F, Ören T, De Rango F (eds.). Proceedings of the 11th International Conference on Simulation and Modeling Methodologies, Technologies and Applications. 1 ed. Scitepress; 2021. p. 141–153.

Lusty C, Estivill-Castro V, Hexel R. TTWiFi: Time-Triggered Communication over WiFi. AA. VV.. DIVANet '21: Proceedings of the 11th ACM Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications. 1 ed. Association for Computing Machinery; 2021. p. 35–44.

FAVORY ., XAVIER

Fonseca E, Favory X, Pons J, Font F, Serra X. FSD50K: an Open Dataset of Human-Labeled Sound Events. IEEE-ACM transactions on audio, speech, and language processing 2021; p. 0–0.

Ferraro A, Favory X, Drossos K, Kim Y, Bogdanov D. Enriched Music Representations with Multiple Cross-modal Contrastive Learning. IEEE Signal Processing Letters 2021; p. 1–6.

Weck B, Favory X, Drossos K, Serra X. Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning. Font F, Mesaros AM, PW Ellis D, Fonseca E, Fuentes M, Elizalde B (eds.). Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2021). 1 ed. Barcelona: Music Technology Group, Universitat Pompeu Fabra; 2021. p. 1–5.

FERRARO ., ANDRES

Nuttall T, Casado MG, Ferraro A, Conklin D, Caro Repetto R. A computational exploration of melodic patterns in Arab-Andalusian music. Journal of Mathematics and Music 2021; p. 1–14.

Ferraro A, Favory X, Drossos K, Kim Y, Bogdanov D. Enriched Music Representations with Multiple Cross-modal Contrastive Learning. IEEE Signal Processing Letters 2021; p. 1–6.

Ferraro A, Serra X, Bauer C. Break the Loop: Gender Imbalance in Music Recommenders. Scholer F, Thomas P (eds.). CHIIR '21: Proceedings of the 2021 Conference on Human Information Interaction and Retrieval. 1 ed. New York: Association for Computing Machinery; 2021. p. 249–254.

FONT CORBERA, FREDERIC

Zinemanas P, Rocamora M, Miron M, Font F, Serra X. An Interpretable Deep Learning Model for Automatic Sound Classification. Electronics 2021; 10(7): p. 1–23.

Fonseca E, Favory X, Pons J, Font F, Serra X. FSD50K: an Open Dataset of Human-Labeled Sound Events. IEEE-ACM transactions on audio, speech, and language processing 2021; p. 0–0.

Font F, Mesaros AM, PW Ellis D, Fonseca E, Fuentes M, Elizalde B (eds.). Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2021). 1 ed. Barcelona: Music Technology Group, Universitat Pompeu Fabra; 2021.

Font F. SOURCE: a Freesound community music sampler. In: Audio mostly, A conference on interaction with sound. AA. VV.. AM '21: Audio Mostly 2021. 1 ed. Trento: Association for Computing Machinery (ACM); 2021. p. 182–187.

Zinemanas P, Rocamora M, Fonseca E, Font F, Serra X. Toward interpretable polyphonic sound event detection with attention maps based on local prototypes. Font F, Mesaros AM, PW Ellis D, Fonseca E, Fuentes M, Elizalde B (eds.). Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2021). 1 ed. Barcelona: Music Technology Group, Universitat Pompeu Fabra; 2021. p. 50–54.

FONT SEGURA, JOSEP

Colombaro I, Font-Segura J, Martinez A. Derivation of the Symmetric Stress-Energy-Momentum Tensor in Exterior Algebra. Journal of Physics: Conference Series 2021; 2090(1): p. 0–0.

Rezazadeh, Arezou; Font-Segura, Josep; Martinez, Alfonso; Guillén i Fàbregas, Albert. Multi-class cost-constrained random coding for correlated sources over the multiple-access channel. Entropy 2021; 23(5): p. 0–0.

Martinez A, Colombaro I, Font-Segura J. An exterior-algebraic derivation of the symmetric stress-energy-momentum tensor in flat space-time. European Physical Journal Plus 2021; 9(18): p. 1–17.

Martinez A, Colombaro I, Font-Segura J. On the angular momentum and spin of generalized electromagnetic field for r-vectors in (k, n) space-time dimensions. European Physical Journal Plus 2021; 136(10): p. 0–0.

Valle FD, Oliver M. Blockchain-based information management for supply chain data-platforms. Applied Sciences 2021; 11(8161): p. 0–0.

Cocco G, I Fabregas A G, Font-Segura J. A Dual-Domain Achievability of the Typical Error Exponent. IEEE. IEEE International Symposium on Information Theory - Proceedings. 1 ed. 2021. p. 930–933.

FREIRE VEIGA, ANA MARIA

Seneviratne O, Singh V, Freire A, Luo J-D. WebSci 21 Companion. AA.VV.. ACM International Conference Proceedings Series. 1 ed. Association for Computing Machinery; 2021. p. 3–4.

GARCIA SANCHEZ, TOMAS

Perera-Bel E, Mercadal B, García-Sánchez T, González Ballester MA, Ivorra A. Modeling methods for treatment planning in overlapping electroporation treatments. IEEE Transactions on Biomedical Engineering 2021; p. 0–0.

Ghorbel A, André FM, Mir LM, García-Sánchez T. Electrophoresis-assisted accumulation of conductive nanoparticles for the enhancement of cell electropermeabilization. Bioelectrochemistry 2021; 37(107642): p. 0–0.

GERACI, GIOVANNI

Garcia-Rodriguez A, López-Pérez D, Galati-Giordano L, Geraci G,. IEEE 802.11be: Wi-Fi 7 Strikes Back. IEEE Communications Magazine 2021; 59(4): p. 102–108.

GKIOKAS ., ANGELOS

Weigl DM, Crawford T, Gkiokas A, Goebl W, Gómez E, Gutiérrez NF, Liem CCS, Santos P. FAIR Interconnection and Enrichment of Public-Domain Music Resources on the Web. Empirical Musicology Review 2021; 16(1): p. 16–33.

GOMEZ CAÑON, JUAN SEBASTIAN

Gómez-Cañón JS, Cano E, Eerola T, Herrera P, Hu X, Yang YH, Gómez E. Music Emotion Recognition: Toward new, robust standards in personalized and context-sensitive applications. IEEE signal processing magazine 2021; 38(6): p. 106–114.

Gómez-Cañón JS, Herrera P, Cano E, Gómez E. Personalized musically induced emotions of not-so-popular Colombian music. Ranzato MA. 35th Conference on Neural Information Processing Systems (NeurIPS 2021). 1 ed. Neural Information Processing Systems; 2021. p. 1–7.

Gómez-Cañón JS, Cano E, Yang YH, Herrera P, Gomez E. Let's agree to disagree: Consensus Entropy Active Learning for Personalized Music Emotion Recognition. AA. VV.. Proceedings 22nd International Society for Music Information Retrieval Conference (ISMIR 2021) Online. 1 ed. 2021. p. 237–245.

Gómez-Cañón JS, Cano E, Herrera P, Gómez E. Transfer learning from speech to music: towards language-sensitive emotion recognition models. AA. VV.. Proceedings of the 28th European Signal Processing Conference (EUSIPCO). 1 ed. Amsterdam: IEEE; 2021. p. 136–140.

Gutiérrez Páez NF, Gómez-Cañón JS, Porcaro L, Santos P, Hernández-Leo D, Gómez E. Emotion annotation of music: a citizen science approach. Hernández-Leo D, Hishiyama R, Zurita G, Weyers B, Nolte A, Ogata H. Collaboration Technologies and Social Computing. Proceedings of the 27th International Conference, CollabTech 2021. 1 ed. Switzerland. Cham: Springer; 2021. p. 51–66.

Gómez-Cañón JS, Cano E, Pandrea AG, Herrera P, Gómez E. Language-Sensitive Music Emotion Recognition Models: Are We Really There Yet?. Androutsos, Dimitri; Plataniotis, Kostas; Zhang, Xiao-Ping. Proceedings of the 46th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. 2021. p. 576–580.

GOMEZ CERDA, VICENTE

Alvarez-Gonzalez N, Kaltenbrunner A, Gómez V. Emotion-Core: an open source framework for emotion detection research. Software Impacts 2021; 10: p. 1–3.

Valenzuela A, Segura C, Diego F, Gomez V. Expression transfer using flow-based generative models. IEEE. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. 1 ed. IEEE Computer Society; 2021. p. 1023–1031.

GOMEZ GUTIERREZ, EMILIA

Slizovskaia O, Haro G, Gomez E. Conditioned Source Separation for Musical Instrument Performances. IEEE-ACM transactions on audio, speech, and language processing 2021; p. 1–14.

Yesiler F, Molina E, Serrà J, Gómez E. Investigating the efficacy of music version retrieval systems for setlist identification. AA. VV.. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021). 1 ed. IEEE; 2021. p. 1–5.

GONZALEZ BALLESTER, MIGUEL ANGEL

Segarra-Queralt M, Neidlin M, Piella G, Tio L., Alexopoulos L, González Ballester MA, Noailly J. Network modelling of articular chondrocyte molecular regulation in health and osteoarthritis. Bioinformatics 2021; 37(S1): p. 0–0.

Higueras-Esteban A, Delgado-Martínez I, Serrano L, Principe A, González Ballester MA, Rocamora R, Conesa G, Serra L. SYLVIUS: A multimodal and multidisciplinary platform for epilepsy surgery. Computer Methods and Programs in Biomedicine 2021; 203: p. 0–0.

Fernández-Velilla E, González Ballester MA, Quera J, Pera O, Sanz X, Foro P, Membrive I, Rodriguez N, Reig A, Algara M. Determination of the optimal range for virtual monoenergetic images in dual-energy CT based on physical quality parameters.. Medical physics 2021; 48(9): p. 5085–5095.

Bousquet J, Bedbrook A, Czarlewski W, De Carlo G, Fonseca JA, González Ballester MA, Illario M, Koskinen S, Laatikainen T, Onorato GL, Palkonen S, Patella V, Pham-Thi N, Puggioni F, Ventura MT, Joos G, Kuna P, Louis R, Makris M, Zalud P, Zuberbier T, Bachert C, Brussino L, Carreiro-Martins P, Carrion y Ribas C, Chalabinsky M, Costa EM, de Vries G, Gemicioglu B, Gennimata D, Micheli Y, Niedoszytko M, Regateiro F, Romantowski J, Taborda-Barrata L, Toppila-Salmi S, Tsiligianni I, Viart F, Laune D. Digital Health Europe (DHE) Twinning on severe asthma - kick-off meeting report. Journal of thoracic disease 2021; 13(5): p. 3215–3225.

Tio L, Castro-Domínguez F, Polino L, Ojeda F, Tassani S, Torres-Claramunt R, Martínez-Díaz S, González Ballester MA, Noailly J, Monllau JC, Monfort J. Central sensitization does not play a role in total knee replacement decision in osteoarthritic patients. Osteoarthritis and Cartilage 2021; 29(S1): p. 233–235.

Rafael-Palou X, Aubanell A, Bonavita I, Ceresa M, Piella G, Ribas V, González Ballester MA. Re-Identification and growth detection of pulmonary nodules without image registration using 3D siamese neural networks.. Medical Image Analysis 2021; 67: p. 1–17.

Jiménez-Sánchez A, Mateus D, Kirchhoff S, Kirchhoff C, Biberthaler P, Navab N, González Ballester MA, Piella G. Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty. Medical Image Analysis 2021; 75: p. 1–12.

Galdran A, Carneiro G, Gonzalez Ballester MA. Multi-center polyp segmentation with double encoder-decoder networks. CEUR Workshop Proceedings 2021; 2886: p. 9–16.

Mariani N, Borsini A, Cam C, Felix JF, Sebert S, Cattaneo A, Piella G et al.. Identifying causative mechanisms linking early-life stress to psycho-cardio-metabolic multi-morbidity: the earlycause projec. PLoS ONE 2021; 16(1): p. 1–18.

Delgado-Martínez I, Serrano L, Higueras-Esteban A, Vivas E, Rocamora R, González Ballester MA, Serra L, Conesa G. On the use of digital subtraction angiography in SEEG surgical planning to prevent collisions with vessels. World Neurosurgery 2021; 147: p. 47–56.

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 2021; 28(2): p. 173–188.

Martí-Juan G, Sanroma-Guell G, Cacciaglia R, Falcon C, Operto G, Molinuevo JL, González Ballester MA, Domingo Gispert J, Piella G. Nonlinear interaction between APOE-e4 allele load and age in the hippocampal surface of cognitively intact individuals. Human Brain Mapping 2021; 42(1): p. 47–64.

Liu Y, Wang X, Wu Z, López-Linares K, Macía I, Ru X, Zhao H, González Ballester MA, Zhang C. Automated anatomical labeling of a topologically variant abdominal arterial system via probabilistic hypergraph matching. Medical Image Analysis 2021; 75: p. 1–19.

Nakaki A, Crovetto F, Urru A, Piella G,González Ballester M, Vellve K, Eixarch E, Crispi F, Gratacos E. Total brain volume and intracranial volume assessed by magnetic resonance in small-for-gestational-age fetuses with normal fetoplacental Doppler. Ultrasound in Obstetrics and Gynecology 2021; 58(S1): p. 202–202.

Baumgartner L, Reagh JJ, Gonzalez Ballester MA, Noailly J. Simulating intervertebral disc cell behaviour within 3D multifactorial environments. Bioinformatics 2021; 37(9): p. 1246–1253.

Higueras-Esteban A, Delgado-Martínez I, Serrano L, Infante-Santos N, Narváez-Martínez A, Principe A, Rocamora R, Conesa G, Serra L, González Ballester MA. Projection-based collision detection algorithm for stereoelectroencephalography electrode risk assessment and re-planning. IEEE Access 2021; 9: p. 105180–105191.

Galdran A, Carneiro G, González Ballester MA. Balanced-MixUp for Highly Imbalanced Medical Image Classification. de Bruijne M, et al. (eds). Medical Image Computing and Computer Assisted Intervention - MICCAI 2021. 1 ed. Sitges: Springer Cham; 2021. p. 323–333.

Rasouligandomani M, del Arco A, Pellisé F, Galbusera F, Noailly J, González Ballester MA. Developing patient-specific FE models of the thoracolumbar spine using statistical shape models and mesh morphing. AA. VV.. Proceedings European Society of Biomechanics (ESB 2021). 1 ed. 2021. .

Ruiz Wills C, Tassani ., Tio L, Monfort J, Monllau JC, González Ballester MA, Noailly J. Flexo-extension angle changes during gait might increase knee wear in patients with osteoarthritis. European Society of Biomechanics. AA. VV.. Proceedings European Society of Biomechanics (ESB 2021). 1 ed. 2021. .

Tassani S, Tio L, Castro-Dominguez F, Monfort J, Monllau JC, González Ballester MA, Noailly J. Multifactorial and multivariate analysis of functionality and dynamics in osteoarthritic gait. European Society of Biomechanics. AA. VV.. Proceedings European Society of Biomechanics (ESB 2021). 1 ed. 2021. .

Tassani S, Tio L, Castro-Dominguez F, Monfort J, Monllau JC, González Ballester MA, Noailly J. Pain catastrophism and gait coordination in total knee replacement decision making. AA. VV.. Proceedings European Society of Biomechanics (ESB 2021). 1 ed. 2021. .

Rasouligandomani M, del Arco A, Pellisé F, González Ballester MA, Galbusera F, Noailly J. Predicting proximal junction failure in spine surgery: sagittal alignments and mechanical integrated score. European Society of Biomechanics. AA. VV.. Proceedings European Society of Biomechanics (ESB 2021). 1 ed. 2021. .

Segarra-Queralt M, Neidlin M, Piella G, Tio L, Alexopoulos L. González Ballester MA, Noailly J. Network modelling of articular chondrocyte molecular regulation in health and OA. European Society of Biomechanics. AA. VV.. Proceedings European Society of Biomechanics (ESB 2021). 1 ed. 2021. .

Galdran A, Carneiro G, Gonález Ballester MA. A Hierarchical Multi-task Approach to Gastrointestinal Image Analysis. AA. VV.. Proceedings International Conference on Pattern Recognition (ICPR 2021). 1 ed. 2021. p. 275–282.

Galdran A, Carneiro G, González Ballester MA. Multi-center polyp segmentation with double encoder-decoder networks.. AA. VV.. Proceedings IEEE International Symposium on Biomedical Imaging (ISBI 2021). 1 ed. 2021. .

Rasouligandomani M, del Arco A, Pellisé F, González Ballester MA, Galbusera F, Noailly J. Simulation of instrumentation density in adult spine surgery. AA. VV.. X Reunión del Capítulo Español de la Sociedad Europea de Biomecánica (ESB 2021). 1 ed. Granada: Sociedad Europea de Biomecánica; 2021. .

Galdran A., Carneiro G, Ballester MA. Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation. AA. VV.. International Conference on Pattern Recognition. Pattern Recognition. ICPR International Workshops and Challenges (ICPR 2021). 1 ed. 2021. p. 293–307.

GRIVOLLA ., JENS

GUILLEN FABREGAS, ALBERT

Dabirnia M, Martinez A, Guillén i Fàbregas A. A Recursive Quantizer Design Algorithm for Binary-Input Discrete Memoryless Channels. IEEE Transactions on Communications 2021; 69(8): p. 5069–5078.

Cocco G, I Fabregas A G, Font-Segura J. A Dual-Domain Achievability of the Typical Error Exponent. IEEE. IEEE International Symposium on Information Theory - Proceedings. 1 ed. 2021. p. 930–933.

GUTIERREZ PAEZ, NICOLAS FELIPE

Gutiérrez-Páez NF, Santos P, Hernández-Leo D, Carrió M. Designing a pre-service teacher community platform: a focus on participants¿ motivations. De Laet T, Klemke R, Alario-Hoyos C, Hilliger I, Ortega-Arranz A. Technology-Enhanced Learning for a Free, Safe, and Sustainable World. (EC-TEL 2021). 1 ed. Bolzano: Springer; 2021. p. 352–357.

Gutierrez-Paez N, Santos P, Hernandez-Leo D. Understanding participants motivational factors for the design of a teacher community platform. Chang M, Chen NS, Sampson DG, Tlili A. Proceedings - IEEE 21st International Conference on Advanced Learning Technologies, ICALT 2021. 1 ed. Institute of Electrical and Electronics Engineers Inc.; 2021. p. 132–134.

HARO ORTEGA, GLORIA

Arbués-Sangüesa A, Martín A, Fernández J, Haro G, Ballester C. Towards Soccer Pass Feasibility Maps: the Role of Players' Orientation. Journal of Sports Sciences 2021; p. 1–14.

Batard T, Haro G, Ballester C. DIP-VBTV: A Color Image Restoration Model combining a Deep Image Prior and a Vector Bundle Total Variation. Journal of Imaging Science 2021; p. 1–32.

Slizovskaia O, Haro G, Gomez E. Conditioned Source Separation for Musical Instrument Performances. IEEE-ACM transactions on audio, speech, and language processing 2021; p. 1–14.

HERNANDEZ LEO, DAVINIA

Beardsley M, Martínez-Moreno J, Hernández-Leo D. Learning to learn: university student perceptions of a science of learning intervention. Revista del CIDUI 2021; (5): p. 1–9.

Beardsley M, Martínez-Moreno J, Hernández-Leo D. Comparing pre-service and in-service teacher perceptions of the science of learning. Revista del CIDUI 2021; p. 1–13.

Hernández A, Hernández-Leo D, Caeiro-Rodríguez M, Sancho-Vinuesa T. Learning analytics in times of COVID-19: Opportunity from crisis. CEUR Workshop Proceedings 2021; p. 0–0.

Hernández-Leo D, Lavoué É, Bote-Lorenzo ML, Muñoz-Merino PJ, Spikol D. LA4SLE workshop: Learning analytics for smart learning environments. CEUR Workshop Proceedings 2021; 3024: p. 31–37.

Michos K, Hernández-Leo D. Meta-research conference: data-driven planning of a research methods situated-learning activity. Revista del CIDUI 2021; (5): p. 1–8.

Amarasinghe I, Hernández-Leo D, Hoppe HU. Deconstructing orchestration load: comparing teacher support through mirroring and guiding. Computer-supported collaborative learning 2021; p. 307–338.

Santos P, Moreno V, Hernández D. El papel de los espacios como facilitadores del aprendizaje colaborativo: Estudio cualitativo en Grados en Ingeniería y Másteres TIC de la UPF. Revista del CIDUI 2021; p. 1–9.

Tabuenca B, Greller W, Hernández-Leo D, Gilarranz-Casado C, García-Alcántara V, Tovar E. Talking to plants: An IoT system supporting human-plant interactions and learning. CEUR Workshop Proceedings 2021; 3024: p. 1–7.

Hernández-Leo D, Hishiyama R, Zurita G, Weyers B, Nolte A, Ogata H. Collaboration Technologies and Social Computing. Proceedings of the 27th International Conference, CollabTech 2021. 1 ed. Switzerland. Cham: Springer; 2021.

Martínez Moreno J, Santos P, Hernandez Leo D. Teachers' self-perception in maker education: three approaches for STEM professional development. Chang M, Chen NS, Sampson DG, Tlili A. Proceedings - IEEE 21st International Conference on Advanced Learning Technologies, ICALT 2021. 1 ed. Institute of Electrical and Electronics Engineers Inc.; 2021. p. 234–235.

Sánchez-Reina JR, Theophilou E, Hernández-Leo D, Medina-Bravo P. The power of beauty or the tyranny of algorithms. How do teens understand body image on instagram?. Castillo-Abdul B, García-Prieto V (ed.). Prosumidores emergentes: redes sociales, alfabetización y creación de contenidos. 1 ed. Sevilla: Dykinson; 2021. p. 429–450.

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SILVA PEREIRA, SILVANA

SOLANS NOGUERO, DAVID

SOLER COMPANY, JUAN

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SUKNO, FEDERICO MATEO

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Zinemanas P, Rocamora M, Miron M, Font F, Serra X. An Interpretable Deep Learning Model for Automatic Sound Classification. Electronics 2021; 10(7): p. 1–23.

Memòria, curs acadèmic 2021-2022

Departament de Tecnologies de la Informació i les Comunicacions

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