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GI-1636
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INTELLIGENT SYSTEMS GROUP [4637]
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 JOSE | Coordinador | 58456 | 0000-0003-3574-3843 | E-Mail: alberto.bugarin.diz@usc.gal
| | ALONSO MORAL, JOSE MARIA | Membro | 58197 | 0000-0003-3673-421X | | | ARAGON SAENZPARDO, MARIO EZRA | Membro | | 0000-0002-8213-957X | | | BARRO AMENEIRO, SENEN | Membro | 58346 | 0000-0001-6035-540X | | | CARIÑENA AMIGO, MARIA PURIFICACION | Membro | 58558 | 0000-0002-4324-9784 | | | CATALA BOLOS, ALEJANDRO | Membro | 105508 | 0000-0002-3677-672X | | | CHAVES FRAGA, DAVID | Membro | | 0000-0003-3236-2789 | | | CONDORI FERNANDEZ, OLINDA NELLY | Membro | 257970 | 0000-0002-1044-3871 | | | CORES COSTA, DANIEL | Membro | | 0000-0002-5548-4837 | | | CORRALES RAMON, JUAN ANTONIO | Membro | 190417 | 0000-0002-9373-7954 | | | FELIX LAMAS, PAULO | Membro | 58861 | 0000-0002-1974-5665 | | | FERNANDEZ DELGADO, MANUEL | Membro | 58874 | 0000-0001-5483-9424 | | | FERNANDEZ PICHEL, MARCOS | Membro | | 0000-0002-6560-9832 | | | GALLEGO FONTENLA, VICTOR JOSE | Membro | | 0000-0002-4149-919X | | | GARCIA POLO, FRANCISCO JAVIER | Membro | 186092 | 0000-0002-5638-5240 | | | IGLESIAS RODRIGUEZ, ROBERTO | Membro | 59325 | 0000-0002-6279-5190 | | | LAMA PENIN, MANUEL | Membro | 59370 | 0000-0001-7195-6155 | | | LOSADA CARRIL, DAVID ENRIQUE | Membro | 59516 | 0000-0001-8823-7501 | | | MUCIENTES MOLINA, MANUEL FELIPE | Membro | 59723 | 0000-0003-1735-3585 | | | NUÑEZ GARCIA, MARTA | Membro | | 0000-0001-9349-3059 | | | RAÑO NOAL, IGNACIO | Membro | 190423 | 0000-0002-0461-0258 | | | RODRIGUEZ PRESEDO, JESUS MARIA | Membro | 60203 | 0000-0001-8066-4760 | | | SANCHEZ VILA, EDUARDO MANUEL | Membro | 60324 | 0000-0002-8044-938X | | | VALLADARES RODRIGUEZ, SONIA MARIA | Membro | 258021 | 0000-0003-1195-9949 | | | VIDAL AGUIAR, JUAN CARLOS | Membro | 60616 | 0000-0002-8682-6772 | | | BABAKOV, NIKOLAY | IFP | | 0000-0002-2568-6702 | | | Bandyopadhyay , Rabiraj | IFP | | | | | BENAVIDES ALVAREZ, TOMAS | IFP | | | | | BENDAÑA GOMEZ, MANUEL | IFP | | | | | CASAS RAMOS, JACOBO | IFP | | 0000-0003-2521-1464 | | | COUTO PINTOS, MANUEL | IFP | | 0000-0002-0593-7199 | | | GAMALLO FERNANDEZ, PEDRO | IFP | | 0000-0002-8113-5745 | | | GARCIA FERNANDEZ, PABLO | IFP | | | | | GONZALEZ CORBELLE, JAVIER | IFP | | 0000-0002-9457-0279 | | | Méndez Flórez, Juan Camilo | IFP | | | | | PEREZ HERRERO, ADRIAN | IFP | | 0000-0003-2085-1075 | | | SUAREZ BARRO, NOEL | IFP | | | | | TRASHORRAS RIVAS, ABRAHAM | IFP | | | | | VIVEL COUSO, AINHOA | IFP | | 0000-0002-5860-4849 | | | CASTEDO PEREIRA, CARLA | PA | | | | | DIAZ HERMIDA, FELIX | PA | | 0000-0001-7656-5751 | | | FIGUEROA VASQUEZ, SALVADOR ALONSO | PA | | | | | GARCIA LAMAS, MARCOS | PA | | | | | PEREZ FERREIRO, PABLO MIGUEL | PA | | | | | | | | | | 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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