A Method Based on Genetic Algorithms and Fuzzy Logic to Induce Bayesian Networks. - Manuel Martínez-Morales; Ramiro Garza-Domínguez; Nicandro Cruz-Ramírez; Alejandro Guerra-Hernández; José Luis Jiménez-Andrade (ENC, 2004)

Digital Image Processing of Functional Magnetic Resonance Images to Identify Stereo-Sensitive Cortical Regions Using Dynamic Global Stimuli. - Héctor-Gabriel Acosta-Mesa; Nicandro Cruz-Ramírez; John P. Frisby; Ying Zheng; David Buckley; Janet Morris; John E. W. Mayhew (IBERAMIA, 2004)

Bayes-N: An Algorithm for Learning Bayesian Networks from Data Using Local Measures of Information Gain Applied to Classification Problems. - Manuel Martínez-Morales; Nicandro Cruz-Ramírez; José Luis Jiménez-Andrade; Ramiro Garza-Domínguez (MICAI, 2004)

Cervical Cancer Detection Using Colposcopic Images: a Temporal Approach. - Héctor-Gabriel Acosta-Mesa; Homero V. Ríos-Figueroa; Nicandro Cruz-Ramírez; Antonio Marín-Hernández; Barbara Zitová; Rodolfo Hernández-Jiménez; Bertha E. Cocotle-Ronzon; Efrain Hernandez-Galicia (ENC, 2005)

A Parsimonious Constraint-based Algorithm to Induce Bayesian Network Structures from Data. - Nicandro Cruz-Ramírez; Héctor-Gabriel Acosta-Mesa; Rocío-Erandi Barrientos-Martínez; Juan Efrain Rojas-Marcial; Luis-Alonso Nava-Fernández (ENC, 2005)

Diagnosis of Chronic Idiopathic Inflammatory Bowel Disease Using Bayesian Networks. - Nicandro Cruz-Ramírez; Héctor-Gabriel Acosta-Mesa; Rocío-Erandi Barrientos-Martínez; Luis-Alonso Nava-Fernández (CIARP, 2006)

Bayesian Model Combination and Its Application to Cervical Cancer Detection. - Miriam Martinez-Arroyo; Luis Enrique Sucar; Héctor-Gabriel Acosta-Mesa; Nicandro Cruz-Ramírez (IBERAMIA-SBIA, 2006)

How Good Are the Bayesian Information Criterion and the Minimum Description Length Principle for Model Selection? A Bayesian Network Analysis. - Nicandro Cruz-Ramírez; Héctor-Gabriel Acosta-Mesa; Rocío-Erandi Barrientos-Martínez; Luis-Alonso Nava-Fernández (MICAI, 2006)

Automatic Construction of Bayesian Network Structures by Means of a Concurrent Search Mechanism. - R. Mondragón-Becerra; Nicandro Cruz-Ramírez; Daniel-Alejandro García-López; Karina Gutiérrez-Fragoso; Wulfrano Arturo Luna-Ramírez; Gustavo Ortiz-Hernández; Carlos Adolfo Piña-García (MICAI, 2006)

Modeling Aceto-White Temporal Patterns to Segment Colposcopic Images. - Héctor-Gabriel Acosta-Mesa; Nicandro Cruz-Ramírez; Rodolfo Hernández-Jiménez; Daniel-Alejandro García-López (IbPRIA (2), 2007)

Diagnosis of breast cancer using Bayesian networks: A case study. - Nicandro Cruz-Ramírez; Héctor-Gabriel Acosta-Mesa; Humberto Carrillo-Calvet; Luis-Alonso Nava-Fernández; Rocío-Erandi Barrientos-Martínez (Comput. Biol. Medicine, 2007)

Comparison of the Performance of Seven Classifiers as Effective Decision Support Tools for the Cytodiagnosis of Breast Cancer: A Case Study. - Nicandro Cruz-Ramírez; Héctor-Gabriel Acosta-Mesa; Humberto Carrillo-Calvet; Rocío-Erandi Barrientos-Martínez (Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007)

On the Possibility of Reliably Constructing a Decision Support System for the Cytodiagnosis of Breast Cancer. - Nicandro Cruz-Ramírez; Héctor-Gabriel Acosta-Mesa; Humberto Carrillo-Calvet; Rocío-Erandi Barrientos-Martínez (Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007)

Discovering interobserver variability in the cytodiagnosis of breast cancer using decision trees and Bayesian networks. - Nicandro Cruz-Ramírez; Héctor-Gabriel Acosta-Mesa; Humberto Carrillo-Calvet; Rocío-Erandi Barrientos-Martínez (Appl. Soft Comput., 2009)

Aceto-white temporal pattern classification using k-NN to identify precancerous cervical lesion in colposcopic images. - Héctor-Gabriel Acosta-Mesa; Nicandro Cruz-Ramírez; Rodolfo Hernández-Jiménez (Comput. Biol. Medicine, 2009)

Times Series Discretization Using Evolutionary Programming. - Fernando Rechy-Ramírez; Héctor-Gabriel Acosta-Mesa; Efrén Mezura-Montes; Nicandro Cruz-Ramírez (MICAI (2), 2011)

Assessment of Bayesian Network Classifiers as Tools for Discriminating Breast Cancer Pre-diagnosis Based on Three Diagnostic Methods. - Maria Yaneli Ameca-Alducin; Nicandro Cruz-Ramírez; Efrén Mezura-Montes; Enrique Martín-Del-Campo-Mena; Nancy Pérez-Castro; Héctor-Gabriel Acosta-Mesa (MICAI (1), 2012)

An Agents and Artifacts Approach to Distributed Data Mining. - Xavier Limón; Alejandro Guerra-Hernández; Nicandro Cruz-Ramírez; Francisco Grimaldo 001 (MICAI (2), 2013)

Evaluation of the Diagnostic Power of Thermography in Breast Cancer Using Bayesian Network Classifiers. - Nicandro Cruz-Ramírez; Efrén Mezura-Montes; Maria Yaneli Ameca-Alducin; Enrique Martín-Del-Campo-Mena; Héctor-Gabriel Acosta-Mesa; Nancy Pérez-Castro; Alejandro Guerra-Hernández; Guillermo de Jesús Hoyos-Rivera; Rocío-Erandi Barrientos-Martínez (Comput. Math. Methods Medicine, 2013)

An Image Registration Method for Colposcopic Images. - Efrén Mezura-Montes; Héctor-Gabriel Acosta-Mesa; Ramírez-Garcés Darío-del-Sinaí; Nicandro Cruz-Ramírez; Rodolfo Hernández-Jiménez (Comput. Math. Methods Medicine, 2013)

Differential evolution with combined variants for dynamic constrained optimization. - Maria Yaneli Ameca-Alducin; Efrén Mezura-Montes; Nicandro Cruz-Ramírez (IEEE Congress on Evolutionary Computation, 2014)

Collaborative Data Mining on a BDI Multi-agent System over Vertically Partitioned Data. - Jorge Melgoza-Gutierrez; Alejandro Guerra-Hernández; Nicandro Cruz-Ramírez (MICAI (Special Sessions), 2014)

Application of time series discretization using evolutionary programming for classification of precancerous cervical lesions. - Héctor-Gabriel Acosta-Mesa; Fernando Rechy-Ramírez; Efrén Mezura-Montes; Nicandro Cruz-Ramírez; Rodolfo Hernández-Jiménez (J. Biomed. Informatics, 2014)

A Windowing based GPU optimized strategy for the induction of Decision Trees in JaCa-DDM. - Xavier Limón; Alejandro Guerra-Hernández; Nicandro Cruz-Ramírez; Héctor-Gabriel Acosta-Mesa; Francisco Grimaldo 001 (CCIA, 2015)

A Repair Method for Differential Evolution with Combined Variants to Solve Dynamic Constrained Optimization Problems. - Maria Yaneli Ameca-Alducin; Efrén Mezura-Montes; Nicandro Cruz-Ramírez (GECCO, 2015)

Differential Evolution with a Repair Method to Solve Dynamic Constrained Optimization Problems. - Maria Yaneli Ameca-Alducin; Efrén Mezura-Montes; Nicandro Cruz-Ramírez (GECCO (Companion), 2015)

A Performance Prediction Model for Database Environments: A Preliminary Analysis. - Jesus Flores-Contreras; Carlos Ruiz; Pablo Salazar; Hector A. Duran-Limon; Efrén Mezura-Montes; Nicandro Cruz-Ramírez; Héctor-Gabriel Acosta-Mesa (HPCC/CSS/ICESS, 2015)

A Namespace Approach for Modularity in BDI Programming Languages. - Gustavo Ortiz-Hernández; Jomi Fred Hübner; Rafael H. Bordini; Alejandro Guerra-Hernández; Guillermo de Jesús Hoyos-Rivera; Nicandro Cruz-Ramírez (EMAS@AAMAS, 2016)

Retweet Influence on User Popularity Over Time: An Empirical Study. - Yecely Aridaí Díaz-Beristain; Guillermo de Jesús Hoyos-Rivera; Nicandro Cruz-Ramírez (MIKE, 2016)

Un modelo de red bayesiana de la informalidad laboral en Veracruz orientado a una simulación social basada en agentes. - Jean Christian Díaz Preciado; Alejandro Guerra-Hernández; Nicandro Cruz-Ramírez (Res. Comput. Sci., 2016)

Strategies for Growing User Popularity through Retweet: An Empirical Study. - Yecely Aridaí Díaz-Beristain; Guillermo de Jesús Hoyos-Rivera; Nicandro Cruz-Ramírez (Adv. Multim., 2017)

Optimization of Classification Strategies of Acetowhite Temporal Patterns towards Improving Diagnostic Performance of Colposcopy. - Karina Gutiérrez-Fragoso; Héctor-Gabriel Acosta-Mesa; Nicandro Cruz-Ramírez; Rodolfo Hernández-Jiménez (Comput. Math. Methods Medicine, 2017)

A feature selection method based on a neighborhood approach for contending with functional and anatomical variability in fMRI group analysis of cognitive states. - Efrén Juárez-Castillo; Héctor-Gabriel Acosta-Mesa; Juan Fernández-Ruiz; Nicandro Cruz-Ramírez (Intell. Data Anal., 2017)

Improved multi-objective clustering with automatic determination of the number of clusters. - Maria-Guadalupe Martinez-Penaloza; Efrén Mezura-Montes; Nicandro Cruz-Ramírez; Héctor-Gabriel Acosta-Mesa; Homero Vladimir Ríos-Figueroa (Neural Comput. Appl., 2017)

A Windowing strategy for Distributed Data Mining optimized through GPUs. - Xavier Limón; Alejandro Guerra-Hernández; Nicandro Cruz-Ramírez; Héctor-Gabriel Acosta-Mesa; Francisco Grimaldo 001 (Pattern Recognit. Lett., 2017)

Dynamic differential evolution with combined variants and a repair method to solve dynamic constrained optimization problems: an empirical study. - Maria Yaneli Ameca-Alducin; Efrén Mezura-Montes; Nicandro Cruz-Ramírez (Soft Comput., 2018)

Modeling and implementing distributed data mining strategies in JaCa-DDM. - Xavier Limón; Alejandro Guerra-Hernández; Nicandro Cruz-Ramírez; Francisco Grimaldo 001 (Knowl. Inf. Syst., 2019)

Towards a Proposal of Personalized Medical Decision Support Systems: Analysis of Gene Expression Levels of Diabetes Mellitus, Inflammation and Oxidative Stress in Alzheimer's Disease. - Sonia Lilia Mestizo Gutiérrez; Nicandro Cruz-Ramírez; Gonzalo Emiliano; Aranda Abreu (Res. Comput. Sci., 2019)

Robust algorithm of Clustering for the Detection of Hidden Variables in Bayesian Networks. - Niels Martínez-Guevara; Nicandro Cruz-Ramírez; José Rafael Rojano-Cáceres (Res. Comput. Sci., 2019)

Evaluation of the Intervention Operator in Causal Bayesian Networks. - Jenny B. Vázquez Aguirre; Nicandro Cruz-Ramírez (Res. Comput. Sci., 2020)

Towards Windowing as a Sub-Sampling Method for Distributed Data Mining. - David Martínez Galicia; Alejandro Guerra-Hernández; Nicandro Cruz-Ramírez; Xavier Limón; Francisco Grimaldo 001 (Res. Comput. Sci., 2020)

Discriminative Parameter Learning of Bayesian Networks Using Differential Evolution: A Preliminary Analysis. - Alejandro Platas-López; Nicandro Cruz-Ramírez; Efrén Mezura-Montes; Alejandro Guerra-Hernández (Res. Comput. Sci., 2020)

Data-Driven Bayesian Network Learning: Towards a Bi-Objective Approach to Address the Bias-Variance Decomposition. - Vicente Josué Aguilera Rueda; Nicandro Cruz-Ramírez; Efrén Mezura-Montes (Res. Comput. Sci., 2020)

Towards a Quantitative Identification of Mobile Social Media UIDPs' Visual Features Using a Combination of Digital Image Processing and Machine Learning Techniques. - Viviana Yarel Rosales-Morales; Nicandro Cruz-Ramírez; Laura Nely Sánchez-Morales; Giner Alor-Hernández; Marcela Quiroz-Castellanos; Efrén Mezura-Montes (Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms, 2020)

Towards an Agent-Based Model for the Analysis of Macroeconomic Signals. - Alejandro Platas-López; Alejandro Guerra-Hernández; Nicandro Cruz-Ramírez; Marcela Quiroz-Castellanos; Francisco Grimaldo 001; Mario Paolucci; Federico Cecconi (Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms, 2020)

A Bayesian Network Framework to Study Class Noise: Exploring the Filtering of Completely Random Noise. - David Martínez Galicia; Alejandro Guerra-Hernández; Xavier Limón; Nicandro Cruz-Ramírez; Francisco Grimaldo 001 (CCIA, 2023)

dplbnDE: An R package for discriminative parameter learning of Bayesian Networks by Differential Evolution. - Alejandro Platas-López; Alejandro Guerra-Hernández; Francisco Grimaldo 001; Nicandro Cruz-Ramírez; Efrén Mezura-Montes; Marcela Quiroz-Castellanos (SoftwareX, 2023)

ClassNoise: An R package for modeling, generating, and validating data with class noise. - David Martínez Galicia; Alejandro Guerra-Hernández; Francisco Grimaldo 001; Nicandro Cruz-Ramírez; Xavier Limón (SoftwareX, 2024)

A survey on agent-based modelling assisted by machine learning. - Alejandro Platas-López; Alejandro Guerra-Hernández; Marcela Quiroz-Castellanos; Nicandro Cruz-Ramírez (Expert Syst. J. Knowl. Eng., 2025)