Front matter (pp. 1–4)

Table of Contents (pp. 5–6)

New Trends in Computational Intelligence and Applications

Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes

Section title page (p. 7)

1.

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 (pp. 9–17; abstract)

2.

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 (pp. 19–27; abstract)

3.

Oliver Cuate, Oliver Schütze

Pareto Explorer for Solving Real World Applications (pp. 29–36; abstract)

4.

Sebastián José de la Cruz Martínez, Efrén Mezura Montes

Elements of C-LSHADE Algorithm: An Empirical Study on Mechatronic Design Problems (pp. 37–45; abstract)

5.

Adriana Laura López Lobato, Martha Lorena Avendaño Garrido, Johan Van Horebeek

A Model for Disaggregated Data Using Gini Index (pp. 47–55; abstract)

6.

David Martínez Galicia, Alejandro Guerra Hernández, Nicandro Cruz Ramírez, Xavier Limón, Francisco Grimaldo

Towards Windowing as a Sub-Sampling Method for Distributed Data Mining (pp. 57–64; abstract)

7.

Nancy Pérez Castro, Héctor Gabriel Acosta Mesa

Towards a Transfer Learning Strategy in Full Model Selection Algorithm for Temporal Data Mining (pp. 65–73; abstract)

8.

Alejandro Platas López, Nicandro Cruz Ramírez, Efrén Mezura Montes, Alejandro Guerra Hernández

Discriminative Parameter Learning of Bayesian Networks Using Differential Evolution: A Preliminary Analysis (pp. 75–82; abstract)

9.

Gustavo Adolfo Vargas Hakim, Efrén Mezura Montes

Optimization of Energy Production in Oklahoma: A Variant of an Evolutionary Algorithm of Multi-Objective Optimization (pp. 83–91; abstract)

Causal Reasoning

Luis Enrique Sucar, Nicandro Cruz-Ramírez, Felipe Orihuela-Espina, Samuel Montero, Jenny Betsabé Vázquez-Aguirre

Section title page (p. 93)

10.

Arquímides Méndez Molina, Iván Feliciano Avelino, Eduardo F. Morales, L. Enrique Sucar

Causal Based Q-Learning (pp. 95–104; abstract)

11.

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 (pp. 105–111; abstract)

12.

Verónica Rodríguez López, Luis Enrique Sucar, Felipe Orihuela Espina

Toward Knowledge Transfer for Learning Markov Equivalence Classes (pp. 113–121; abstract)

13.

Mauricio Gonzalez Soto, Luis E. Sucar, Hugo Jair Escalante

Causal Games and Causal Nash Equilibrium (pp. 123–133; abstract)

14.

Jenny B. Vázquez Aguirre, Nicandro Cruz Ramírez

Evaluation of the Intervention Operator in Causal Bayesian Networks (pp. 135–144; abstract)

Regular Papers

Section title page (p. 145)

15.

Iskander Akhmetov, Alexander Krassovitsky, Irina Ualiyeva, Alexander Gelbukh, Rustam Mussabayev

An Open-Source Lemmatizer for Russian Language based on Tree Regression Models (pp. 147–153; abstract)

Back matter (p. 155)