Nicandro Cruz-Ramírez

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 19

Top Topics

Constrained Optimization

Preliminary Analysis

Bayesian Networks

Top Venues

Res. Comput. Sci.

GECCO (Companion)

Publications

David Martínez Galicia, Alejandro Guerra-Hernández, Francisco Grimaldo, Nicandro Cruz-Ramírez, Xavier Limón
ClassNoise: An R package for modeling, generating, and validating data with class noise. SoftwareX 26 (2024)
David Martínez Galicia, Alejandro Guerra-Hernández, Xavier Limón, Nicandro Cruz-Ramírez, Francisco Grimaldo
A Bayesian Network Framework to Study Class Noise: Exploring the Filtering of Completely Random Noise. CCIA (2023)
Alejandro Platas-López, Alejandro Guerra-Hernández, Francisco Grimaldo, Nicandro Cruz-Ramírez, Efrén Mezura-Montes, Marcela Quiroz-Castellanos
dplbnDE: An R package for discriminative parameter learning of Bayesian Networks by Differential Evolution. SoftwareX 23 (2023)
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. Res. Comput. Sci. 149 (3) (2020)
Jenny B. Vázquez Aguirre, Nicandro Cruz-Ramírez
Evaluation of the Intervention Operator in Causal Bayesian Networks. Res. Comput. Sci. 149 (3) (2020)
Alejandro Platas-López, Nicandro Cruz-Ramírez, Efrén Mezura-Montes, Alejandro Guerra-Hernández
Discriminative Parameter Learning of Bayesian Networks Using Differential Evolution: A Preliminary Analysis. Res. Comput. Sci. 149 (3) (2020)
David Martínez Galicia, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Xavier Limón, Francisco Grimaldo
Towards Windowing as a Sub-Sampling Method for Distributed Data Mining. Res. Comput. Sci. 149 (3) (2020)
Xavier Limón, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Francisco Grimaldo
Modeling and implementing distributed data mining strategies in JaCa-DDM. Knowl. Inf. Syst. 60 (1) (2019)
Sonia Lilia Mestizo Gutiérrez, Nicandro Cruz-Ramírez, Gonzalo Emiliano, Aranda Abreu
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. Res. Comput. Sci. 148 (4) (2019)
Niels Martínez-Guevara, Nicandro Cruz-Ramírez, José Rafael Rojano-Cáceres
Robust algorithm of Clustering for the Detection of Hidden Variables in Bayesian Networks. Res. Comput. Sci. 148 (3) (2019)
Maria Yaneli Ameca-Alducin, Efrén Mezura-Montes, Nicandro Cruz-Ramírez
Dynamic differential evolution with combined variants and a repair method to solve dynamic constrained optimization problems: an empirical study. Soft Comput. 22 (2) (2018)
Maria-Guadalupe Martinez-Penaloza, Efrén Mezura-Montes, Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Homero Vladimir Ríos-Figueroa
Improved multi-objective clustering with automatic determination of the number of clusters. Neural Comput. Appl. 28 (8) (2017)
Karina Gutiérrez-Fragoso, Héctor-Gabriel Acosta-Mesa, Nicandro Cruz-Ramírez, Rodolfo Hernández-Jiménez
Optimization of Classification Strategies of Acetowhite Temporal Patterns towards Improving Diagnostic Performance of Colposcopy. Comput. Math. Methods Medicine 2017 (2017)
Yecely Aridaí Díaz-Beristain, Guillermo de Jesús Hoyos-Rivera, Nicandro Cruz-Ramírez
Strategies for Growing User Popularity through Retweet: An Empirical Study. Adv. Multim. 2017 (2017)
Xavier Limón, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Francisco Grimaldo
A Windowing strategy for Distributed Data Mining optimized through GPUs. Pattern Recognit. Lett. 93 (2017)
Efrén Juárez-Castillo, Héctor-Gabriel Acosta-Mesa, Juan Fernández-Ruiz, Nicandro Cruz-Ramírez
A feature selection method based on a neighborhood approach for contending with functional and anatomical variability in fMRI group analysis of cognitive states. Intell. Data Anal. 21 (3) (2017)
Gustavo Ortiz-Hernández, Jomi Fred Hübner, Rafael H. Bordini, Alejandro Guerra-Hernández, Guillermo de Jesús Hoyos-Rivera, Nicandro Cruz-Ramírez
A Namespace Approach for Modularity in BDI Programming Languages. EMAS@AAMAS (2016)
Yecely Aridaí Díaz-Beristain, Guillermo de Jesús Hoyos-Rivera, Nicandro Cruz-Ramírez
Retweet Influence on User Popularity Over Time: An Empirical Study. MIKE (2016)
Jean Christian Díaz Preciado, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez
Un modelo de red bayesiana de la informalidad laboral en Veracruz orientado a una simulación social basada en agentes. Res. Comput. Sci. 113 (2016)
Maria Yaneli Ameca-Alducin, Efrén Mezura-Montes, Nicandro Cruz-Ramírez
Differential Evolution with a Repair Method to Solve Dynamic Constrained Optimization Problems. GECCO (Companion) (2015)
Xavier Limón, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Francisco Grimaldo
A Windowing based GPU optimized strategy for the induction of Decision Trees in JaCa-DDM. CCIA (2015)
Maria Yaneli Ameca-Alducin, Efrén Mezura-Montes, Nicandro Cruz-Ramírez
A Repair Method for Differential Evolution with Combined Variants to Solve Dynamic Constrained Optimization Problems. GECCO (2015)
Jesus Flores-Contreras, Carlos Ruiz, Pablo Salazar, Hector A. Duran-Limon, Efrén Mezura-Montes, Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa
A Performance Prediction Model for Database Environments: A Preliminary Analysis. HPCC/CSS/ICESS (2015)
Héctor-Gabriel Acosta-Mesa, Fernando Rechy-Ramírez, Efrén Mezura-Montes, Nicandro Cruz-Ramírez, Rodolfo Hernández-Jiménez
Application of time series discretization using evolutionary programming for classification of precancerous cervical lesions. J. Biomed. Informatics 49 (2014)
Maria Yaneli Ameca-Alducin, Efrén Mezura-Montes, Nicandro Cruz-Ramírez
Differential evolution with combined variants for dynamic constrained optimization. IEEE Congress on Evolutionary Computation (2014)
Jorge Melgoza-Gutierrez, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez
Collaborative Data Mining on a BDI Multi-agent System over Vertically Partitioned Data. MICAI (Special Sessions) (2014)
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
Evaluation of the Diagnostic Power of Thermography in Breast Cancer Using Bayesian Network Classifiers. Comput. Math. Methods Medicine 2013 (2013)
Xavier Limón, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Francisco Grimaldo
An Agents and Artifacts Approach to Distributed Data Mining. MICAI (2) (2013)
Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Ramírez-Garcés Darío-del-Sinaí, Nicandro Cruz-Ramírez, Rodolfo Hernández-Jiménez
An Image Registration Method for Colposcopic Images. Comput. Math. Methods Medicine 2013 (2013)
Maria Yaneli Ameca-Alducin, Nicandro Cruz-Ramírez, Efrén Mezura-Montes, Enrique Martín-Del-Campo-Mena, Nancy Pérez-Castro, Héctor-Gabriel Acosta-Mesa
Assessment of Bayesian Network Classifiers as Tools for Discriminating Breast Cancer Pre-diagnosis Based on Three Diagnostic Methods. MICAI (1) (2012)
Fernando Rechy-Ramírez, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Nicandro Cruz-Ramírez
Times Series Discretization Using Evolutionary Programming. MICAI (2) (2011)
Héctor-Gabriel Acosta-Mesa, Nicandro Cruz-Ramírez, Rodolfo Hernández-Jiménez
Aceto-white temporal pattern classification using k-NN to identify precancerous cervical lesion in colposcopic images. Comput. Biol. Medicine 39 (9) (2009)
Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Humberto Carrillo-Calvet, Rocío-Erandi Barrientos-Martínez
Discovering interobserver variability in the cytodiagnosis of breast cancer using decision trees and Bayesian networks. Appl. Soft Comput. 9 (4) (2009)
Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Humberto Carrillo-Calvet, Luis-Alonso Nava-Fernández, Rocío-Erandi Barrientos-Martínez
Diagnosis of breast cancer using Bayesian networks: A case study. Comput. Biol. Medicine 37 (11) (2007)
Héctor-Gabriel Acosta-Mesa, Nicandro Cruz-Ramírez, Rodolfo Hernández-Jiménez, Daniel-Alejandro García-López
Modeling Aceto-White Temporal Patterns to Segment Colposcopic Images. IbPRIA (2) (2007)
Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Rocío-Erandi Barrientos-Martínez, Luis-Alonso Nava-Fernández
How Good Are the Bayesian Information Criterion and the Minimum Description Length Principle for Model Selection? A Bayesian Network Analysis. MICAI (2006)
Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Rocío-Erandi Barrientos-Martínez, Luis-Alonso Nava-Fernández
Diagnosis of Chronic Idiopathic Inflammatory Bowel Disease Using Bayesian Networks. CIARP (2006)
R. Mondragón-Becerra, Nicandro Cruz-Ramírez, Daniel-Alejandro García-López, Karina Gutiérrez-Fragoso, Wulfrano Arturo Luna-Ramírez, Gustavo Ortiz-Hernández, C. A. Piña-García
Automatic Construction of Bayesian Network Structures by Means of a Concurrent Search Mechanism. MICAI (2006)
Miriam Martinez-Arroyo, Luis Enrique Sucar, Héctor-Gabriel Acosta-Mesa, Nicandro Cruz-Ramírez
Bayesian Model Combination and Its Application to Cervical Cancer Detection. IBERAMIA-SBIA (2006)
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
Cervical Cancer Detection Using Colposcopic Images: a Temporal Approach. ENC (2005)
Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Rocío-Erandi Barrientos-Martínez, Juan Efrain Rojas-Marcial, Luis-Alonso Nava-Fernández
A Parsimonious Constraint-based Algorithm to Induce Bayesian Network Structures from Data. ENC (2005)
Manuel Martínez-Morales, Nicandro Cruz-Ramírez, José Luis Jiménez-Andrade, Ramiro Garza-Domínguez
Bayes-N: An Algorithm for Learning Bayesian Networks from Data Using Local Measures of Information Gain Applied to Classification Problems. MICAI (2004)
Manuel Martínez-Morales, Ramiro Garza-Domínguez, Nicandro Cruz-Ramírez, Alejandro Guerra-Hernández, José Luis Jiménez-Andrade
A Method Based on Genetic Algorithms and Fuzzy Logic to Induce Bayesian Networks. ENC (2004)
Héctor-Gabriel Acosta-Mesa, Nicandro Cruz-Ramírez, John P. Frisby, Ying Zheng, David Buckley, Janet Morris, John E. W. Mayhew
Digital Image Processing of Functional Magnetic Resonance Images to Identify Stereo-Sensitive Cortical Regions Using Dynamic Global Stimuli. IBERAMIA (2004)