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GI-1636 - INTELLIGENT SYSTEMS GROUP   [4637]

Group info
Code: GI-1636
Short Name: GSI Group
Name: Intelligent Systems Group
Department: Centro de Investigación en Tecnoloxías Intelixentes (CITIUS)
Web: https://investigacion.usc.gal/grupos/4637/detalle
Contact: BUGARIN DIZ, ALBERTO JOSE - alberto.bugarin.diz@usc.gal
Telf.
Research field
  • Machine Learning: classification, regression, ranking and optimization models, descriptive and predictive interpretable models, process mining, data mining and text mining, trustworthy machine learning
  • Natural language technologies: Natural language processing and generation, Data-To-Text Sytems, Natural language technologies applied to Big Data, large language models, trustworthy NLP.
  • Explainable and Trustworthy Artificial Intelligence: automatic generation of explanations in natural language for AI models, explainable Machine Learning, approximate Knowledge representation and reasoning
  • E-Health: Intelligent signal monitoring, temporal mining and abstraction of physiological data, improvement of therapeutic adherence
  • Personal robotics: Adaptation and continuous learning techniques. Map building and indoor location from multisensory data. Advanced interfaces
  • Computer Vision: detection and tracking using Deep Learning
  • Intelligent and natural human-machine interaction
  • Information Retrieval: Web mining, early risks prediction in the Internet
  • Computational Intelligence: models and softwre for approximate knowledge representation and reasoning, neural computation, evolutionary computation, hybrid models
Technology services
  • Explainable and Trustworthy AI: ethical, Legal, Socio-economical, cultural, and gender aspects of AI.
  • Machine learning, data mining and intelligent data analysis
  • Language Technologies
  • AI and E-health
  • Computational Intelligence
  • Personal Robotics
  • Computer Vision
  • Information Retrieval
  • Human-computer intelligent interaction
Key words
  • Artificial Intelligence; Explainable Artificial Intelligence; Trustworthy Artificial Intelligence; Machine Learning; Deep Learning; Data Mining; Intelligent Monitoring; Autonomous Robots; Soft Computing; E-health; Knowledge-Based Systems; Language Technologies; Information Retrieval; Computer Vision
Researchers
Name Position PIID ORCID Contact:
BUGARIN DIZ, ALBERTO JOSECoordinador584560000-0003-3574-3843E-Mail: alberto.bugarin.diz@usc.gal
ALONSO MORAL, JOSE MARIAMembro581970000-0003-3673-421X
ARAGON SAENZPARDO, MARIO EZRAMembro0000-0002-8213-957X
BARRO AMENEIRO, SENENMembro583460000-0001-6035-540X
CARIÑENA AMIGO, MARIA PURIFICACIONMembro585580000-0002-4324-9784
CARREIRA NOUCHE, MARIA JOSEMembro585690000-0003-0532-2351
CATALA BOLOS, ALEJANDROMembro1055080000-0002-3677-672X
CHAVES FRAGA, DAVIDMembro8448440000-0003-3236-2789
CONDORI FERNANDEZ, OLINDA NELLYMembro2579700000-0002-1044-3871
CORES COSTA, DANIELMembro7524460000-0002-5548-4837
CORRALES RAMON, JUAN ANTONIOMembro1904170000-0002-9373-7954
FELIX LAMAS, PAULO MANUELMembro588610000-0002-1974-5665
FERNANDEZ DELGADO, MANUELMembro588740000-0001-5483-9424
FERNANDEZ PICHEL, MARCOSMembro10091470000-0002-6560-9832
GALLEGO FONTENLA, VICTOR JOSEMembro12200300000-0002-4149-919X
GARCIA POLO, FRANCISCO JAVIERMembro1860920000-0002-5638-5240
IGLESIAS RODRIGUEZ, ROBERTOMembro593250000-0002-6279-5190
LAMA PENIN, MANUELMembro593700000-0001-7195-6155
LOSADA CARRIL, DAVID ENRIQUEMembro595160000-0001-8823-7501
MUCIENTES MOLINA, MANUEL FELIPEMembro597230000-0003-1735-3585
NUÑEZ GARCIA, MARTAMembro7524500000-0001-9349-3059
RAÑO NOAL, IGNACIOMembro1904230000-0002-0461-0258
RODRIGUEZ PRESEDO, JESUS MARIAMembro602030000-0001-8066-4760
SANCHEZ VILA, EDUARDO MANUELMembro603240000-0002-8044-938X
SOBRINO CERDEIRIÑA, ALEJANDROMembro604100000-0003-0845-9812
VALLADARES RODRIGUEZ, SONIA MARIAMembro2580210000-0003-1195-9949
VIDAL AGUIAR, JUAN CARLOSMembro606160000-0002-8682-6772
VILA BLANCO, NICOLASMembro3306990000-0001-5865-9973
ANDION GARCIA, CONSTANZA DE LA OIFP
BABAKOV, NIKOLAYIFP0000-0002-2568-6702
Bandyopadhyay , RabirajIFP
BENAVIDES ALVAREZ, TOMASIFP
BENDAÑA GOMEZ, MANUELIFP0009-0005-2437-065X
CASAS RAMOS, JACOBOIFP0000-0003-2521-1464
COUTO PINTOS, MANUELIFP0000-0002-0593-7199
DIAZ PARGA, CESARIFP0000-0003-1665-8731
GAMALLO FERNANDEZ, PEDROIFP0000-0002-8113-5745
GARCIA FERNANDEZ, PABLOIFP
GIL PEREZ, PABLOIFP0009-0009-6026-7130
GONZALEZ CORBELLE, JAVIERIFP0000-0002-9457-0279
Méndez Flórez, Juan CamiloIFP
PEREZ HERRERO, ADRIANIFP0000-0003-2085-1075
SUAREZ BARRO, NOELIFP
TRASHORRAS RIVAS, ABRAHAMIFP
VAZQUEZ GONZALEZ, LARA MARIAIFP0000-0002-0122-5266
VIVEL COUSO, AINHOAIFP0000-0002-5860-4849
BARCIA RODRIGUEZ, ANDYPA
CASTEDO PEREIRA, CARLAPA
FIGUEROA VASQUEZ, SALVADOR ALONSOPA
GARCIA LAMAS, MARCOSPA
LANDI CORTIÑAS, ALBERTOPA
PEREZ FERREIRO, PABLO MIGUELPA
IP Principal Investigator, IFP Training Research, PA Supporting Researchers and Technicians
External collaborators
Name Institution
ABRAHAM OTERO QUINTANA  Universidad San Pablo CEU
ADRIAN CANEDO RODRIGUEZ  Situm Technologies
Ahmad Aburomman   Zarqa University
ALEJANDRO RAMOS SOTO  InVerbis Analytics, S.L.
Álvaro Barreiro García  Universidade da Coruña
ANDREA CASCALLAR FUENTES  DXC Technology
CARLOS VAZQUEZ REGUEIRO  Universidade da Coruña
Claudia Wagner   GESIS – Leibniz Institute for the Social Sciences
CRISTINA GAMALLO SOLORZANO  Situm Technologies
David Elsweiler   Univ. Regensburg
Ehud Reiter   University of Aberdeen
Fabio Crestani   Univ. Lugano
Javier Parapar López  Universidade da Coruña
JOSE ANTONIO VILA SOBRINO  Universidade de Vigo
JOSE MANUEL GONZALEZ CHENLO  DXC Technology
Katarzyna Kaczmarek-Majer   Systems Research Institute, Polish Academy of Sciences
MARCOS MATABUENA RODRIGUEZ  Harvard University
Muhammad Suffian   Università degli Studi Mediterranea di Reggio Calabria
YAGO FONTENLA SECO  NTT Data Spain, S.L.
TOMAS TEIJEIRO CAMPO  Universidad del País Vasco/Euskal Herriko Unibertsitatea
VICTOR ALVAREZ SANTOS  Situm Technologies
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