rcs Research in Computing Science RCS Instituto Politécnico Nacional
Mexico City
1870-4069 http://rcs.cic.ipn.mx 149 3 2020 New Trends in Computational Intelligence and Applications Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes Vicente Josué Aguilera Rueda Nicandro Cruz Ramírez Efrén Mezura Montes Data-Driven Bayesian Network Learning: Towards a Bi-Objective Approach to Address the Bias-Variance Decomposition. 9-17 http://rcs.cic.ipn.mx/2020_149_3/Data-Driven%20Bayesian%20Network%20Learning_%20Towards%20a%20Bi-Objective%20Approach.pdf Juan Carlos Atenco Vázquez Juan Carlos Moreno Rodríguez Rene Arechiga Martínez Juan Manuel Ramírez Cortes Pilar Gómez Gil Rigoberto Fonseca Delgado Digit-Based Speaker Verification in Spanish Using Hidden Markov Models. 19-27 http://rcs.cic.ipn.mx/2020_149_3/Digit-Based%20Speaker%20Verification%20in%20Spanish%20Using%20Hidden%20Markov%20Models.pdf Oliver Cuate Oliver Schütze Pareto Explorer for Solving Real World Applications. 29-36 http://rcs.cic.ipn.mx/2020_149_3/Pareto%20Explorer%20for%20Solving%20Real%20World%20Applications.pdf Sebastián José de la Cruz Martínez Efrén Mezura Montes Elements of C-LSHADE Algorithm: An Empirical Study on Mechatronic Design Problems. 37-45 http://rcs.cic.ipn.mx/2020_149_3/Elements%20of%20C-LSHADE%20Algorithm_%20An%20Empirical%20Study%20on%20Mechatronic%20Design%20Problems.pdf Adriana Laura López Lobato Martha Lorena Avendaño Garrido Johan Van Horebeek A Model for Disaggregated Data Using Gini Index. 47-55 http://rcs.cic.ipn.mx/2020_149_3/A%20Model%20for%20Disaggregated%20Data%20Using%20Gini%20Index.pdf David Martínez Galicia Alejandro Guerra Hernández Nicandro Cruz Ramírez Xavier Limón Francisco Grimaldo Towards Windowing as a Sub-Sampling Method for Distributed Data Mining. 57-64 http://rcs.cic.ipn.mx/2020_149_3/Towards%20Windowing%20as%20a%20Sub-Sampling%20Method%20for%20Distributed%20Data%20Mining.pdf Nancy Pérez Castro Héctor Gabriel Acosta Mesa Towards a Transfer Learning Strategy in Full Model Selection Algorithm for Temporal Data Mining. 65-73 http://rcs.cic.ipn.mx/2020_149_3/Towards%20a%20Transfer%20Learning%20Strategy%20in%20Full%20Model%20Selection%20Algorithm%20for%20Temporal%20Data%20Mining.pdf Alejandro Platas López Nicandro Cruz Ramírez Efrén Mezura Montes Alejandro Guerra Hernández Discriminative Parameter Learning of Bayesian Networks Using Differential Evolution: A Preliminary Analysis. 75-82 http://rcs.cic.ipn.mx/2020_149_3/Discriminative%20Parameter%20Learning%20of%20Bayesian%20Networks%20Using%20Differential%20Evolution.pdf Gustavo Adolfo Vargas Hakim Efrén Mezura Montes Optimization of Energy Production in Oklahoma: A Variant of an Evolutionary Algorithm of Multi-Objective Optimization. 83-91 http://rcs.cic.ipn.mx/2020_149_3/Optimization%20of%20Energy%20Production%20in%20Oklahoma_%20A%20Variant%20of%20an%20Evolutionary%20Algorithm.pdf Causal Reasoning Luis Enrique Sucar, Nicandro Cruz-Ramírez, Felipe Orihuela-Espina, Samuel Montero, Jenny Betsabé Vázquez-Aguirre Arquímides Méndez Molina Iván Feliciano Avelino Eduardo F. Morales L. Enrique Sucar Causal Based Q-Learning. 95-104 http://rcs.cic.ipn.mx/2020_149_3/Causal%20Based%20Q-Learning.pdf Grigory Evropeytsev Saul E. Pomares Hernandez Jose Roberto Perez Cruz Lil María Rodríguez Henríquez Indirect Spatiotemporal Short-Range Vehicle Communication Approach Inspired on Capillary Waves. 105-111 http://rcs.cic.ipn.mx/2020_149_3/Indirect%20Spatiotemporal%20Short-Range%20Vehicle%20Communication%20Approach%20Inspired%20on%20Capillary%20Waves.pdf Verónica Rodríguez López Luis Enrique Sucar Felipe Orihuela Espina Toward Knowledge Transfer for Learning Markov Equivalence Classes. 113-121 http://rcs.cic.ipn.mx/2020_149_3/Toward%20Knowledge%20Transfer%20for%20Learning%20Markov%20Equivalence%20Classes.pdf Mauricio Gonzalez Soto Luis E. Sucar Hugo Jair Escalante Causal Games and Causal Nash Equilibrium. 123-133 http://rcs.cic.ipn.mx/2020_149_3/Causal%20Games%20and%20Causal%20Nash%20Equilibrium.pdf Jenny B. Vázquez Aguirre Nicandro Cruz Ramírez Evaluation of the Intervention Operator in Causal Bayesian Networks. 135-144 http://rcs.cic.ipn.mx/2020_149_3/Evaluation%20of%20the%20Intervention%20Operator%20in%20Causal%20Bayesian%20Networks.pdf Regular Papers Iskander Akhmetov Alexander Krassovitsky Irina Ualiyeva Alexander Gelbukh Rustam Mussabayev An Open-Source Lemmatizer for Russian Language based on Tree Regression Models. 147-153 http://rcs.cic.ipn.mx/2020_149_3/An%20Open-Source%20Lemmatizer%20for%20Russian%20Language%20based%20on%20Tree%20Regression%20Models.pdf