selected publications

• artículo

  • An interpretable semi-supervised classifier using two different strategies for amended self-labeling
  • Análisis de escenario utilizando técnicas de inteligencia artificial para estudiar el posible comportamiento de la COVID-19

• artículo académico

  • Towards Context-Aware Opinion Summarization for Monitoring Social Impact of News.  Information.  11:535. 2020
  • A semantic approach for topic-based polarity detection: a case study in the Spanish language.  Procedia Computer Science.  162:849-856. 2019
  • Modelo de manejo de datos, con el uso de inteligencia artificial, para un sistema de información geográfica en el sector energético.  Enfoque UTE.  7:95-109. 2016
  • Improving the family orientation process in Cuban Special Schools trough Nearest Prototype classification.  International Journal of Interactive Multimedia and Artificial Intelligence.  2:12. 2013
  • A Comparative Study of Nonlinear Machine Learning for the “In Silico” Depiction of Tyrosinase Inhibitory Activity from Molecular Structure.  Molecular Informatics.  30:527-537. 2011
  • Conceptual Maps and Reasoning Based on Cases: A perspective for the Intelligents Teaching/Learning Systems.  IEEE Latin America Transactions.  8:571-578. 2010
  • A model and its different applications to case-based reasoning.  Knowledge-Based Systems.  9:465-473. 1996

• capítulo

  • Layer-Wise Relevance Propagation in Multi-label Neural Networks to Identify COVID-19 Associated Coinfections.  Progress in Artificial Intelligence and Pattern Recognition. 3-12. 2021
  • An Ontology-Based Data Management Model Applied to a Real Information System.  Advances and Applications in Computer Science, Electronics and Industrial Engineering. 36-50. 2020
  • Geographical Information System Based on Artificial Intelligence Techniques.  Communications in Computer and Information Science. 446-461. 2019
  • A Case-Based Reasoning Framework for Clinical Decision Making.  Advances in Soft Computing. 290-301. 2018
  • A Fuzzy Cognitive Maps Modeling, Learning and Simulation Framework for Studying Complex System.  New Challenges on Bioinspired Applications. 243-256. 2011
  • Two Steps Individuals Travel Behavior Modeling through Fuzzy Cognitive Maps Pre-definition and Learning.  Advances in Soft Computing. 82-94. 2011
  • Fuzzy Cognitive Maps for Modeling Complex Systems.  Advances in Artificial Intelligence. 166-174. 2010
  • Knowledge Discovery Using Rough Set Theory.  Advances in Machine Learning I. 367-383. 2010
  • Putting Artificial Intelligence Techniques into a Concept Map to Build Educational Tools.  Nature Inspired Problem-Solving Methods in Knowledge Engineering. 617-627. 2007
  • A Connectionist Fuzzy Case-Based Reasoning Model.  Lecture Notes in Computer Science. 176-185. 2006
  • Extending a Hybrid CBR-ANN Model by Modeling Predictive Attributes Using Fuzzy Sets.  Advances in Artificial Intelligence - IBERAMIA-SBIA 2006. 238-248. 2006

• conference paper

  • An Interpretable Semi-supervised Classifier using Rough Sets for Amended Self-labeling 2020
  • Extending CBR-ANN Hybrid Models Using Fuzzy Sets
  • Prediction of Human Immunodeficiency Virus Drug Resistance Using Contact Energies