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GI-1636 - INTELLIGENT SYSTEMS GROUP

Group info
Code: GI-1636
Short Name: GSI Group
Name: Intelligent Systems Group
Department: Centro de Investigación en Tecnoloxías Intelixentes (CITIUS)
Web: https://citius.usc.es/?language=en
Contact: Bugarín Diz, Alberto José - alberto.bugarin.diz@usc.es
Telf.

Research field
  • Machine Learning: classification, regression, ranking and optimization models Descriptive and predictive interpretable models. Process mining, data mining and text mining.
  • 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
  • Natural language technologies - Natural language processing - Data-To-Text Sytems - Natural language technologies applied to Big Data
  • Explainable Artificial Intelligence - Automatic generation of explanations in natural language for AI models - Explainable Machine Learning - Approximate Knowledge representation and reasoning
  • Artificial 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
  • Internet based applications. Web technologies based applications. Applications of soft computing: Artificial neural network, Fuzzy logic and evolutionary computation based applications. Digital signal processing based applications.
  • Intelligent process control. Intelligent process monitoring. Development of mobile robot based applications
  • Expert systems development. Man-machine interfaces design. Data base design. Information systems development.
  • Telemedicine. e-learning
Key words
  • Internet; multimedia; intelligent monitoring; intelligent control; autonomous robots; soft computing: fuzzy logic, artificial neuronal networks, evolutionary computation; telemedicine; teleeducation; expert systems; digital signal processing; data bases; distributed computing; mobile computing; data mining; information retrieval.
Researchers
Name Position ORCID Contact:
Bugarín Diz, Alberto JoséCoordinador0000-0003-3574-3843E-Mail: alberto.bugarin.diz@usc.es
Alonso Moral, José MaríaMembro0000-0003-3673-421X
Barro Ameneiro, SenénMembro0000-0001-6035-540X
Cariñena Amigo, María PurificaciónMembro0000-0002-4324-9784
Félix Lamas, PauloMembro0000-0002-1974-5665
Fernández Delgado, ManuelMembro0000-0001-5483-9424
Iglesias Rodríguez, RobertoMembro0000-0002-6279-5190
Lama Penín, ManuelMembro0000-0001-7195-6155
Losada Carril, David EnriqueMembro0000-0001-8823-7501
Mucientes Molina, ManuelMembro0000-0003-1735-3585
Rodríguez Presedo, Jesús MaríaMembro0000-0001-8066-4760
Sánchez Vila, Eduardo ManuelMembro0000-0002-8044-938X
Sobrino Cerdeiriña, AlejandroMembro0000-0003-0845-9812
Almomani, Ameed Ali AhmadIFP
Bosquet Mera, BraisIFP
Cascallar Fuentes, AndreaIFP
Castro Pereiro, Daniel AlfonsoIFP
Chapela de la Campa, DavidIFP
Cores Costa, DanielIFP
Estevez Casado, FernandoIFP
Fernández Sanjurjo, MauroIFP
Fontenla Seco, YagoIFP
Gallego Fontenla, Víctor JoséIFP
González Sieira, AdriánIFP
Matabuena Rodríguez, MarcosIFP
Rama Maneiro, EfrenIFP
Rodríguez García, Germán IFP
Stepin, IliaIFP
Velasco Benito, GaelIFP
Bravo Veiguela, ManuelPA
Casas Ramos, JacoboPA
Catalá Bolos, AlejandroPA0000-0002-3677-672X
Cougil Meléndez, DiegoPA
Díaz Hermida, FélixPA0000-0001-7656-5751
Fernandez Pichel, MarcosPA
Mallo Antelo, JaimePA
Orallo Rodríguez, RaquelPA
Porto Ares, AlvaroPA
Ramos Soto, AlejandroPA0000-0001-6136-8413
Vaquero Otal, LorenzoPA
Vidal Aguiar, Juan CarlosPA0000-0002-8682-6772
IP Principal Investigator, IFP Training Research, PA Supporting Researchers and Technicians
External collaborators
Name Institution
Carlos Vázquez Regueiro  Universidade da Coruña
Abraham Otero Quintana  Universidad San Pablo CEU
José Antonio Vila Sobrino  Escola Superior de Enxeñaría Informática-Universidade de Vigo
Pablo Rodríguez Mier  INRA-TOXALIM
Tomás Teijeiro Campo  École Polytechnique Fédérale de Lausanne - EPFL
Dinani Gomes Amorim  Universidade do Estado da Bahia (Brasil)
Ricardo José Rocha Amorim  Universidade do Estado da Bahia (Brasil)
Ronald Teijeira Fernández  Ericsson Research
Cristina Gamallo Solórzano  Situm Technologies
Adrián Canedo Rodríguez  Situm Technologies
Víctor Álvarez Santos  Situm Technologies
Gracián Triviño Barros  Phedes Lab
José Manuel González Chenlo  DXC Technology
Borja Vázquez Barreiros  DXC Technology
Ismael Rodríguez Fernández  DXC Technology
Estefanía Natalia Otero García  Financiera Maderera, S.A. (FINSA)
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