Dario Garcia-Gasulla

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Ulises CortesProfessor of Artificial Intelligence, Universitat Politècnica de CatalunyaVerified email at cs.upc.edu
Eduard AyguadeUniversitat Politecnica de Catalunya (UPC) and Barcelona Supercomputing Center (BSC)Verified email at ac.upc.edu
Jesus LabartaProfessor Computer Architecture, Technical University of Catalonia (UPC) and Barcelona Supercomputing Center (BSC)Verified email at bsc.es
Sergio Alvarez-NapagaoBarcelona Supercomputing CenterVerified email at bsc.es
Toyo (Toyotaro) SuzumuraProfessor, The University of Tokyo (prev. IBM T.J. Watson Research Center/MIT-IBM Watson AI Lab)Verified email at acm.org
Ferran Parés PontBarcelona Supercomputing CenterVerified email at bsc.es
Armand VilaltaBarcelona Supercomputing Center (BSC)Verified email at bsc.es
Ignasi Gómez-SebastiàPHD in Artificial Intelligence, Universitat Politècnica de CatalunyaVerified email at lsi.upc.edu
Raquel Pérez-ArnalBarcelona Supercomputing CenterVerified email at bsc.es
Javier Vazquez-SalcedaAssociate Professor, Universitat Politecnica de CatalunyaVerified email at cs.upc.edu
Luis Javier Oliva FelipePhD student in AI, Technical University of Catalonia (UPC)Verified email at cs.upc.edu
Javier BejarProfessor of Artificial Intelligence, Universitat Politècnica de CatalunyaVerified email at cs.upc.edu
Arturo Tejeda-GómezBarcelonaTech Phd StudentVerified email at lsi.upc.edu
E.Ulises Moya SánchezGobierno del Estado de JaliscoVerified email at jalisco.gob.mx
Juan Carlos NievesDepartment of Computing Science, Umeå University, SwedenVerified email at cs.umu.se
Hiroki KanezashiTokyo Institute of TechnologyVerified email at m.titech.ac.jp
Miguel Ángel ZapataRetina consultant Vall Hebron Hospital / Medical director UpretinaVerified email at upretina.com
Cristian BarrueResearcher, Universitat Politecnica de CatalunyaVerified email at lsi.upc.edu
Ferran BarbeHospital Arnau de Vilanova de Lleida. Catalonia. CIBERes ISCIII Madrid.Verified email at gencat.cat
Ricard FerrerIntensive Care Department. Hospital Universitari Vall d’Hebron.Verified email at vhebron.net

Dario Garcia-Gasulla

Senior Researcher at BSC, Barcelona Supercomputing Center

Verified email at bsc.es - Homepage

Artificial Intelligence Graph Mining Knowledge Representation Deep Learning


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Pulmonary function and radiologic features in survivors of critical COVID-19: a 3-month prospective cohort J González, ID Benítez, P Carmona, S Santisteve, A Monge, ... Chest 160 (1), 187-198, 2021	100	2021
On the Behavior of Convolutional Nets for Feature Extraction D Garcia-Gasulla, F Parés, A Vilalta, J Moreno, E Ayguadé, J Labarta, ... Journal of Artificial Intelligence Research 61, 563-592, 2018	90	2018
Fluid Communities: A Competitive, Scalable and Diverse Community Detection Algorithm F Parés, D Garcia-Gasulla, A Vilalta, J Moreno, E Ayguadé, J Labarta, ... International Workshop on Complex Networks and their Applications, 229-240, 2017	89	2017
DOME: Recommendations for supervised machine learning validation in biology I Walsh, D Fishman, D Garcia-Gasulla, T Titma, G Pollastri, J Harrow, ... Nature Methods, 1-6, 2021	37	2021
What are We Depressed about When We Talk about COVID19: Mental Health Analysis on Tweets Using Natural Language Processing I Li, Y Li, T Li, S Alvarez-Napagao, D Garcia Fortieth SGAI International Conference on Artificial Intelligence 2020, 2020	36	2020
Circulating microRNA profiles predict the severity of COVID-19 in hospitalized patients D de Gonzalo-Calvo, ID Benítez, L Pinilla, A Carratalá, A Moncusí-Moix, ... Translational Research 236, 147-159, 2021	33	2021
Artificial Intelligence to Identify Retinal Fundus Images, Quality Validation, Laterality Evaluation, Macular Degeneration, and Suspected Glaucoma MA Zapata, D Royo-Fibla, O Font, JI Vela, I Marcantonio, ... Clinical Ophthalmology (Auckland, NZ) 14, 419, 2020	29	2020
An out-of-the-box full-network embedding for convolutional neural networks D Garcia-Gasulla, A Vilalta, F Parés, E Ayguadé, J Labarta, U Cortés, ... 2018 IEEE International Conference on Big Knowledge (ICBK), 168-175, 2018	27	2018
The impact of COVID-19 on flight networks T Suzumura, H Kanezashi, M Dholakia, E Ishii, SA Napagao, ... 2020 IEEE International Conference on Big Data (Big Data), 2443-2452, 2020	24	2020
Discovery of spatio-temporal patterns from location-based social networks J Béjar Alonso, S Álvarez Napagao, D Garcia-Gasulla, I Gómez Sebastià, ... Journal of experimental and theoretical artificial intelligence 28 (1-2 …, 2015	20*	2015
A Visual Embedding for the Unsupervised Extraction of Abstract Semantics D Garcia-Gasulla, J Béjar, U Cortés, E Ayguadé, J Labarta Cognitive Systems Research 42, 73-81, 2017	18*	2017
Evaluating Link Prediction on Large Graphs D Garcia-Gasulla, U Cortés, E Ayguadé, J Labarta 18th International Conference of the Catalan Association for Artificial …, 2015	18*	2015
Comparative Analysis of Geolocation Information through Mobile-Devices under Different COVID-19 Mobility Restriction Patterns in Spain R Pérez-Arnal, D Conesa, S Alvarez-Napagao, T Suzumura, M Català, ... ISPRS International Journal of Geo-Information 10 (2), 73, 2021	16*	2021
Social network data analysis for event detection D Garcia-Gasulla, S Alvarez-Napagao, A Tejeda-Gómez, L Oliva-Felipe, ... 21st European Conference on Artificial Intelligence (ECAI2014) 263, 1009 - 1010, 2014	13	2014
Situated Agents and Humans in Social Interaction for Elderly Healthcare: From Coaalas to AVICENA I Gómez-Sebastià, J Moreno, S Álvarez-Napagao, D Garcia-Gasulla, ... Journal of Medical Systems 40 (2), 1-20, 2016	11	2016
Link Prediction in Very Large Directed Graphs: Exploiting Hierarchical Properties in Parallel D Garcia-Gasulla, U Cortés 3rd Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data …, 2014	10	2014
Adaptive and Approximate Incremental Graph Pattern Matching with Reinforcement Learning H Kanezashi, T Suzumura, D Garcia-Gasulla, S Matsuoka 25TH IEEE INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING, DATA, AND …, 2018	9*	2018
Limitations and Alternatives for the Evaluation of Large-scale Link Prediction D Garcia-Gasulla, E Ayguadé, J Labarta, U Cortés arXiv preprint arXiv:1611.00547, 2016	9	2016
Making smart cities smarter using artificial intelligence techniques for smarter mobility J Vázquez Salceda, S Álvarez Napagao, JA Tejeda Gómez, ... Proceedings of the 3rd International Conference on Smart Grids and Green IT …, 2014	9	2014
Link prediction in large directed graphs DG Gasulla Universitat Politècnica de Catalunya (UPC), 2015	8*	2015

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