Federico Divina

64 papers A 6B 6C 2Misc 5Journal 25Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Forecasting livestock activity through interpretable neuroevolutionary transfer learning. Log. J. IGPL Aymeric Vellinger, Francesc Rodríguez-Díaz, Federico Divina, José Francisco Torres
2026	J	`jnl`	RFMSU: A multivariate symmetrical uncertainty-based random forest. Pattern Recognit. Miguel García-Torres, Francisco Saucedo, Federico Divina, Santiago Gómez-Guerrero
2025	J	`jnl`	BinRec: addressing data sparsity and cold-start challenges in recommender systems with biclustering. Appl. Intell. Domingo S. Rodríguez-Baena, Francisco Gómez-Vela, Aurelio López-Fernández, Miguel García-Torres, Federico Divina
2025	J	`jnl`	Data Mining for Enhancing Learning and Assessment to a Microcompetence-Based Methodology in Higher Education. Rev. Iberoam. de Tecnol. del Aprendiz. Aurelio López-Fernández, Federico Divina, Francisco Antonio Gómez Vela, Miguel García-Torres
2024	J	`jnl`	Machine learning for electric energy consumption forecasting: Application to the Paraguayan system. Log. J. IGPL Felix Morales-Mareco, Miguel García-Torres, Federico Divina, Diego H. Stalder, Carlos Sauer Ayala
2023	J	`jnl`	Evolutionary feature selection on high dimensional data using a search space reduction approach. Eng. Appl. Artif. Intell. Miguel García-Torres, Roberto Ruiz, Federico Divina
2023	—	`conf`	Neuroevolutionary Transfer Learning for Time Series Forecasting. SOCO (1) Aymeric Vellinger, José Francisco Torres, Federico Divina, Wim Vanhoof
2022	—	`conf`	Explainable Artificial Intelligence for the Electric Vehicle Load Demand Forecasting Problem. SOCO Juan Alberto Gallardo-Gómez, Federico Divina, Alicia Troncoso, Francisco Martínez-Álvarez
2021	J	`jnl`	A multi-GPU biclustering algorithm for binary datasets. J. Parallel Distributed Comput. Aurelio López-Fernández, Domingo S. Rodríguez-Baena, Francisco Gómez-Vela, Federico Divina, Miguel García-Torres
2021	J	`jnl`	Adjacent Inputs With Different Labels and Hardness in Supervised Learning. IEEE Access Sebastián A. Grillo, Julio César Mello Román, Jorge Daniel Mello-Román, Jose Luis Vazquez Noguera, Miguel García-Torres, Federico Divina, Pedro E. Gardel-Sotomayor
2021	—	`conf`	Automatic Diagnosis of Ocular Toxoplasmosis from Fundus Images with Residual Neural Networks. MIE Rodrigo Parra, Verena Ojeda, José Luis Vázquez Noguera, Miguel García-Torres, Julio César Mello Román, Cynthia Villalba, Jacques Facon, Federico Divina, Olivia Cardozo, Verónica Elisa Castillo, Ingrid Castro Matto
2021	—	`conf`	Forecasting Electricity Consumption Data from Paraguay Using a Machine Learning Approach. SOCO José A. Gallardo, Miguel García-Torres, Francisco Gómez-Vela, Félix Morales, Federico Divina, David Becerra-Alonso, Gustavo Velázquez, Federico Daumas-Ladouce, José Luis Vázquez Noguera, Carlos Sauer Ayala, Diego P. Pinto-Roa, Pedro E. Gardel-Sotomayor, Julio César Mello Román
2021	J	`jnl`	Genome-wide prediction of topoisomerase IIβ binding by architectural factors and chromatin accessibility. PLoS Comput. Biol. Pedro Manuel Martínez García, Miguel García-Torres, Federico Divina, José Terrón-Bautista, Irene Delgado-Sainz, Francisco Gómez-Vela, Felipe Cortés-Ledesma
2021	—	`conf`	Scatter search for high-dimensional feature selection using feature grouping. GECCO Companion Miguel García-Torres, Francisco Gómez-Vela, Federico Divina, Diego P. Pinto-Roa, José Luis Vázquez Noguera, Julio César Mello Román
2021	J	`jnl`	Technical analysis strategy optimization using a machine learning approach in stock market indices. Knowl. Based Syst. Jordan Ayala, Miguel García-Torres, José Luis Vázquez Noguera, Francisco Gómez-Vela, Federico Divina
2020	—	`conf`	Analysis of Student Achievement Scores via Cluster Analysis. ICEUTE Viviana Elizabeth Jiménez Chaves, Miguel García-Torres, David Becerra-Alonso, Francisco Gómez-Vela, Federico Divina, Jose Luis Vazquez Noguera
2020	B	`ed.`	Genetic Programming - 23rd European Conference, EuroGP 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15-17, 2020, Proceedings EuroGP Ting Hu, Nuno Lourenço, Eric Medvet, Federico Divina
2020	J	`jnl`	Identifying livestock behavior patterns based on accelerometer dataset. J. Comput. Sci. Domingo S. Rodríguez-Baena, Francisco Gómez-Vela, Miguel García-Torres, Federico Divina, Carlos D. Barranco, Norberto Díaz-Díaz, Manuel Jiménez, Gema Montalvo
2019	J	`jnl`	A multivariate approach to the symmetrical uncertainty measure: Application to feature selection problem. Inf. Sci. Gustavo Sosa-Cabrera, Miguel García-Torres, Santiago Gómez-Guerrero, Christian E. Schaerer, Federico Divina
2019	—	`conf`	Analysis of Student Achievement Scores: A Machine Learning Approach. CISIS-ICEUTE Miguel García-Torres, David Becerra-Alonso, Francisco Antonio Gómez Vela, Federico Divina, Isabel López-Cobo, Francisco Martínez-Álvarez
2019	—	`conf`	Analysis of Teacher Training in Mathematics in Paraguay's Elementary Education System Using Machine Learning Techniques. CISIS-ICEUTE Viviana Elizabeth Jiménez Chaves, Miguel García-Torres, José Luis Vázquez Noguera, César D. Cabrera Oviedo, Andrea Paola Riego Esteche, Federico Divina, Manuel Marrufo-Vázquez
2019	J	`jnl`	Ensemble and Greedy Approach for the Reconstruction of Large Gene Co-Expression Networks. Entropy Francisco Gómez-Vela, Fernando M. Delgado-Chaves, Domingo S. Rodríguez-Baena, Miguel García-Torres, Federico Divina
2019	—	`conf`	Map-Elites Algorithm for Features Selection Problem. AMW Brenda Quiñonez, Diego P. Pinto-Roa, Miguel García-Torres, María E. García-Díaz, Carlos Nunez Castillo, Federico Divina
2018	B	`conf`	Analysis of Relevance and Redundance on Topoisomerase 2b (TOP2B) Binding Sites: A Feature Selection Approach. EvoApplications Pedro Manuel Martínez García, Miguel García-Torres, Federico Divina, Francisco Antonio Gómez Vela, Felipe Cortés-Ledesma
2018	J	`jnl`	Editorial. Memetic Comput. Francisco Fernández de Vega, Federico Divina, José Ignacio Hidalgo, Meng-Hiot Lim
2018	J	`jnl`	Soft Computing for Analysis of Biomedical Data. Comput. Math. Methods Medicine Federico Divina, Miguel García-Torres, Ting Hu, Christian E. Schaerer
2017	—	`conf`	Bioinformatics from a Big Data Perspective: Meeting the Challenge. IWBBIO (2) Francisco Gómez-Vela, Aurelio López, José Antonio Lagares, Domingo S. Baena, Carlos D. Barranco, Miguel García-Torres, Federico Divina
2017	J	`jnl`	Understanding a Version of Multivariate Symmetric Uncertainty to assist in Feature Selection. CoRR Gustavo Sosa-Cabrera, Miguel García-Torres, Santiago Gómez, Christian Schaerer, Federico Divina
2016	Misc	`conf`	Feature Selection Using Approximate Multivariate Markov Blankets. HAIS Rafael Arias-Michel, Miguel García-Torres, Christian Schaerer, Federico Divina
2014	J	`jnl`	Evolutionary decision rules for predicting protein contact maps. Pattern Anal. Appl. Alfonso E. Márquez Chamorro, Gualberto Asencio-Cortés, Federico Divina, Jesús S. Aguilar-Ruiz
2013	B	`conf`	An efficient decision rule-based system for the protein residue-residue contact prediction. IEEE Congress on Evolutionary Computation Alfonso E. Márquez Chamorro, Federico Divina, Jaume Bacardit, Jesús S. Aguilar-Ruiz
2013	—	`conf`	Improving the Efficiency of MECoMaP: A Protein Residue-Residue Contact Predictor. CIARP (2) Alfonso E. Márquez Chamorro, Federico Divina, Jesús S. Aguilar-Ruiz, Cosme Ernesto Santiesteban-Toca
2012	—	`conf`	A NSGA-II Algorithm for the Residue-Residue Contact Prediction. EvoBIO Alfonso E. Márquez Chamorro, Federico Divina, Jesús S. Aguilar-Ruiz, Jaume Bacardit, Gualberto Asencio-Cortés, Cosme Ernesto Santiesteban-Toca
2012	J	`jnl`	An effective measure for assessing the quality of biclusters. Comput. Biol. Medicine Federico Divina, Beatriz Pontes, Raúl Giráldez, Jesús S. Aguilar-Ruiz
2012	J	`jnl`	Contact map prediction using a large-scale ensemble of rule sets and the fusion of multiple predicted structural features. Bioinform. Jaume Bacardit, Pawel Widera, Alfonso E. Márquez Chamorro, Federico Divina, Jesús S. Aguilar-Ruiz, Natalio Krasnogor
2011	C	`conf`	A multi-objective genetic algorithm for the Protein Structure Prediction. ISDA Alfonso E. Márquez Chamorro, Federico Divina, Jesús S. Aguilar-Ruiz, Gualberto Asencio-Cortés
2011	A	`conf`	A novel probabilistic encoding for EAs applied to biclustering of microarray data. GECCO Michaël Marcozzi, Federico Divina, Jesús S. Aguilar-Ruiz, Wim Vanhoof
2011	—	`conf`	An Evolutionary Approach for Protein Contact Map Prediction. EvoBio Alfonso E. Márquez Chamorro, Federico Divina, Jesús S. Aguilar-Ruiz, Gualberto Asencio-Cortés
2011	—	`conf`	Evolutionary Protein Contact Maps Prediction Based on Amino Acid Properties. HAIS (2) Alfonso E. Márquez Chamorro, Federico Divina, Jesús S. Aguilar-Ruiz
2011	Misc	`conf`	Evolutionary computation for the prediction of secondary protein structures. SAC Alfonso E. Márquez Chamorro, Federico Divina, Jesús S. Aguilar-Ruiz
2011	Misc	`conf`	Residue-Residue Contact Prediction Based on Evolutionary Computation. PACBB Alfonso E. Márquez Chamorro, Federico Divina, Jesús S. Aguilar-Ruiz, Gualberto Asencio-Cortés
2010	B	`conf`	A multi-objective Evolutionary Concept Learner. IEEE Congress on Evolutionary Computation Celine Dandois, Federico Divina, Wim Vanhoof
2010	—	`conf`	Alpha Helix Prediction Based on Evolutionary Computation. PRIB Alfonso E. Márquez Chamorro, Federico Divina, Jesús S. Aguilar-Ruiz, Gualberto Asencio-Cortés
2009	J	`jnl`	Improved biclustering on expression data through overlapping control. Int. J. Intell. Comput. Cybern. Beatriz Pontes, Federico Divina, Raúl Giráldez, Jesús S. Aguilar-Ruiz
2008	C	`conf`	A Novel Approach for Avoiding Overlapping Among Biclusters in Expression Data. HIS Beatriz Pontes, Federico Divina, Raúl Giráldez, Jesús S. Aguilar-Ruiz
2007	A	`conf`	A multi-objective approach to discover biclusters in microarray data. GECCO Federico Divina, Jesús S. Aguilar-Ruiz
2007	B	`conf`	Evolutionary Search of Biclusters by Minimal Intrafluctuation. FUZZ-IEEE Raúl Giráldez, Federico Divina, Beatriz Pontes, Jesús S. Aguilar-Ruiz
2007	—	`conf`	Virtual Error: A New Measure for Evolutionary Biclustering. EvoBIO Beatriz Pontes, Federico Divina, Raúl Giráldez, Jesús S. Aguilar-Ruiz
2006	—	`conf`	A Hybrid Model for Learning Word-Meaning Mappings. EELC Federico Divina, Paul Vogt
2006	J	`jnl`	Biclustering of Expression Data with Evolutionary Computation. IEEE Trans. Knowl. Data Eng. Federico Divina, Jesús S. Aguilar-Ruiz
2006	J	`jnl`	Emerging Artificial Societies Through Learning. J. Artif. Soc. Soc. Simul. Nigel Gilbert, Matthijs den Besten, Ákos Bontovics, Bart G. W. Craenen, Federico Divina, Ágoston E. Eiben, Robert Griffioen, György Hévízi, András Lörincz, Ben Paechter, Stephan C. Schuster, Martijn C. Schut, Christian Tzolov, Paul Vogt, Lu Yang
2006	J	`jnl`	Evolutionary concept learning in First Order Logic: An overview. AI Commun. Federico Divina
2005	B	`conf`	Assessing the Effectiveness of Incorporating Knowledge in an Evolutionary Concept Learner. EuroGP Federico Divina
2005	—	`conf`	Evolutionary Biclustering of Microarray Data. EvoWorkshops Jesús S. Aguilar-Ruiz, Federico Divina
2005	Misc	`conf`	Evolutionary computation for biclustering of gene expression. SAC Jesús S. Aguilar-Ruiz, Federico Divina
2005	A	`conf`	GA-based approach to discover meaningful biclusters. GECCO Jesús S. Aguilar-Ruiz, Federico Divina
2005	J	`jnl`	Handling continuous attributes in an evolutionary inductive learner. IEEE Trans. Evol. Comput. Federico Divina, Elena Marchiori
2005	—	`conf`	Perceptually Grounded Lexicon Formation Using Inconsistent Knowledge. ECAL Federico Divina, Paul Vogt
2005	J	`jnl`	Relational Inductive Learning with a Hybrid Evolutionary Algorithm. AI Commun. Federico Divina
2004	—	`conf`	Experimental Evaluation of Discretization Schemes for Rule Induction. GECCO (1) Jesús S. Aguilar-Ruiz, Jaume Bacardit, Federico Divina
2004	Misc	`conf`	Knowledge discovery from doctor-patient relationship. SAC Jesús S. Aguilar-Ruiz, Raquel Costa, Federico Divina
2003	A	`conf`	A Method for Handling Numerical Attributes in GA-Based Inductive Concept Learners. GECCO Federico Divina, Maarten Keijzer, Elena Marchiori
2003	A	`conf`	Non-universal Suffrage Selection Operators Favor Population Diversity in Genetic Algorithms. GECCO Federico Divina, Maarten Keijzer, Elena Marchiori
2002	A	`conf`	Evolutionary Concept Learning. GECCO Federico Divina, Elena Marchiori