Nicandro Cruz-Ramírez

52 papers A 1B 1C 1Journal 25Unranked 20
YearRankTypeTitle / Venue / Authors
2025 — conf
A Fully Evolutionary Approach to Learn Bayesian Networks from Data.
MICAI (Workshops, 2)
Ulises-Ramsés Prado-Valderrábano, Efrén Mezura-Montes, Nicandro Cruz-Ramírez
2025 J jnl
A survey on agent-based modelling assisted by machine learning.
Expert Syst. J. Knowl. Eng.
Alejandro Platas-López, Alejandro Guerra-Hernández, Marcela Quiroz-Castellanos, Nicandro Cruz-Ramírez
2024 J jnl
ClassNoise: An R package for modeling, generating, and validating data with class noise.
SoftwareX
David Martínez Galicia, Alejandro Guerra-Hernández, Francisco Grimaldo, Nicandro Cruz-Ramírez, Xavier Limón
2023 — conf
A Bayesian Network Framework to Study Class Noise: Exploring the Filtering of Completely Random Noise.
CCIA
David Martínez Galicia, Alejandro Guerra-Hernández, Xavier Limón, Nicandro Cruz-Ramírez, Francisco Grimaldo
2023 J jnl
dplbnDE: An R package for discriminative parameter learning of Bayesian Networks by Differential Evolution.
SoftwareX
Alejandro Platas-López, Alejandro Guerra-Hernández, Francisco Grimaldo, Nicandro Cruz-Ramírez, Efrén Mezura-Montes, Marcela Quiroz-Castellanos
2020 J jnl
Data-Driven Bayesian Network Learning: Towards a Bi-Objective Approach to Address the Bias-Variance Decomposition.
Res. Comput. Sci.
Vicente Josué Aguilera Rueda, Nicandro Cruz-Ramírez, Efrén Mezura-Montes
2020 J jnl
Discriminative Parameter Learning of Bayesian Networks Using Differential Evolution: A Preliminary Analysis.
Res. Comput. Sci.
Alejandro Platas-López, Nicandro Cruz-Ramírez, Efrén Mezura-Montes, Alejandro Guerra-Hernández
2020 J jnl
Evaluation of the Intervention Operator in Causal Bayesian Networks.
Res. Comput. Sci.
Jenny B. Vázquez Aguirre, Nicandro Cruz-Ramírez
2020 J jnl
Towards Windowing as a Sub-Sampling Method for Distributed Data Mining.
Res. Comput. Sci.
David Martínez Galicia, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Xavier Limón, Francisco Grimaldo
2020 — ch.
Towards a Quantitative Identification of Mobile Social Media UIDPs' Visual Features Using a Combination of Digital Image Processing and Machine Learning Techniques.
Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms
Viviana Yarel Rosales-Morales, Nicandro Cruz-Ramírez, Laura Nely Sánchez-Morales, Giner Alor-Hernández, Marcela Quiroz-Castellanos, Efrén Mezura-Montes
2020 — ch.
Towards an Agent-Based Model for the Analysis of Macroeconomic Signals.
Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms
Alejandro Platas-López, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Marcela Quiroz-Castellanos, Francisco Grimaldo, Mario Paolucci, Federico Cecconi
2019 J jnl
Modeling and implementing distributed data mining strategies in JaCa-DDM.
Knowl. Inf. Syst.
Xavier Limón, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Francisco Grimaldo
2019 J jnl
Robust algorithm of Clustering for the Detection of Hidden Variables in Bayesian Networks.
Res. Comput. Sci.
Niels Martínez-Guevara, Nicandro Cruz-Ramírez, José Rafael Rojano-Cáceres
2019 J jnl
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.
Sonia Lilia Mestizo Gutiérrez, Nicandro Cruz-Ramírez, Gonzalo Emiliano, Aranda Abreu
2018 J jnl
Dynamic differential evolution with combined variants and a repair method to solve dynamic constrained optimization problems: an empirical study.
Soft Comput.
Maria Yaneli Ameca-Alducin, Efrén Mezura-Montes, Nicandro Cruz-Ramírez
2017 J jnl
A Windowing strategy for Distributed Data Mining optimized through GPUs.
Pattern Recognit. Lett.
Xavier Limón, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Francisco Grimaldo
2017 J jnl
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.
Efrén Juárez-Castillo, Héctor-Gabriel Acosta-Mesa, Juan Fernández-Ruiz, Nicandro Cruz-Ramírez
2017 J jnl
Improved multi-objective clustering with automatic determination of the number of clusters.
Neural Comput. Appl.
Maria-Guadalupe Martinez-Penaloza, Efrén Mezura-Montes, Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Homero Vladimir Ríos-Figueroa
2017 J jnl
Optimization of Classification Strategies of Acetowhite Temporal Patterns towards Improving Diagnostic Performance of Colposcopy.
Comput. Math. Methods Medicine
Karina Gutiérrez-Fragoso, Héctor-Gabriel Acosta-Mesa, Nicandro Cruz-Ramírez, Rodolfo Hernández-Jiménez
2017 J jnl
Strategies for Growing User Popularity through Retweet: An Empirical Study.
Adv. Multim.
Yecely Aridaí Díaz-Beristain, Guillermo de Jesús Hoyos-Rivera, Nicandro Cruz-Ramírez
2016 — conf
A Namespace Approach for Modularity in BDI Programming Languages.
EMAS@AAMAS
Gustavo Ortiz-Hernández, Jomi Fred Hübner, Rafael H. Bordini, Alejandro Guerra-Hernández, Guillermo de Jesús Hoyos-Rivera, Nicandro Cruz-Ramírez
2016 — conf
Retweet Influence on User Popularity Over Time: An Empirical Study.
MIKE
Yecely Aridaí Díaz-Beristain, Guillermo de Jesús Hoyos-Rivera, Nicandro Cruz-Ramírez
2016 J jnl
Un modelo de red bayesiana de la informalidad laboral en Veracruz orientado a una simulación social basada en agentes.
Res. Comput. Sci.
Jean Christian Díaz Preciado, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez
2015 — conf
A Performance Prediction Model for Database Environments: A Preliminary Analysis.
HPCC/CSS/ICESS
Jesus Flores-Contreras, Carlos Ruiz, Pablo Salazar, Hector A. Duran-Limon, Efrén Mezura-Montes, Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa
2015 A conf
A Repair Method for Differential Evolution with Combined Variants to Solve Dynamic Constrained Optimization Problems.
GECCO
Maria Yaneli Ameca-Alducin, Efrén Mezura-Montes, Nicandro Cruz-Ramírez
2015 — conf
A Windowing based GPU optimized strategy for the induction of Decision Trees in JaCa-DDM.
CCIA
Xavier Limón, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Francisco Grimaldo
2015 — conf
Differential Evolution with a Repair Method to Solve Dynamic Constrained Optimization Problems.
GECCO (Companion)
Maria Yaneli Ameca-Alducin, Efrén Mezura-Montes, Nicandro Cruz-Ramírez
2014 J jnl
Application of time series discretization using evolutionary programming for classification of precancerous cervical lesions.
J. Biomed. Informatics
Héctor-Gabriel Acosta-Mesa, Fernando Rechy-Ramírez, Efrén Mezura-Montes, Nicandro Cruz-Ramírez, Rodolfo Hernández-Jiménez
2014 — conf
Collaborative Data Mining on a BDI Multi-agent System over Vertically Partitioned Data.
MICAI (Special Sessions)
Jorge Melgoza-Gutierrez, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez
2014 B conf
Differential evolution with combined variants for dynamic constrained optimization.
IEEE Congress on Evolutionary Computation
Maria Yaneli Ameca-Alducin, Efrén Mezura-Montes, Nicandro Cruz-Ramírez
2013 — conf
An Agents and Artifacts Approach to Distributed Data Mining.
MICAI (2)
Xavier Limón, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Francisco Grimaldo
2013 J jnl
An Image Registration Method for Colposcopic Images.
Comput. Math. Methods Medicine
Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Ramírez-Garcés Darío-del-Sinaí, Nicandro Cruz-Ramírez, Rodolfo Hernández-Jiménez
2013 J jnl
Evaluation of the Diagnostic Power of Thermography in Breast Cancer Using Bayesian Network Classifiers.
Comput. Math. Methods Medicine
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
2012 — conf
Assessment of Bayesian Network Classifiers as Tools for Discriminating Breast Cancer Pre-diagnosis Based on Three Diagnostic Methods.
MICAI (1)
Maria Yaneli Ameca-Alducin, Nicandro Cruz-Ramírez, Efrén Mezura-Montes, Enrique Martín-Del-Campo-Mena, Nancy Pérez-Castro, Héctor-Gabriel Acosta-Mesa
2011 — conf
Times Series Discretization Using Evolutionary Programming.
MICAI (2)
Fernando Rechy-Ramírez, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Nicandro Cruz-Ramírez
2009 J jnl
Aceto-white temporal pattern classification using k-NN to identify precancerous cervical lesion in colposcopic images.
Comput. Biol. Medicine
Héctor-Gabriel Acosta-Mesa, Nicandro Cruz-Ramírez, Rodolfo Hernández-Jiménez
2009 J jnl
Discovering interobserver variability in the cytodiagnosis of breast cancer using decision trees and Bayesian networks.
Appl. Soft Comput.
Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Humberto Carrillo-Calvet, Rocío-Erandi Barrientos-Martínez
2008 J jnl
Explorations of the BDI Multi-Agent support for the Knowledge Discovery in Databases Process.
Res. Comput. Sci.
Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Rosibelda Mondragón-Becerra
2007 — ch.
Comparison of the Performance of Seven Classifiers as Effective Decision Support Tools for the Cytodiagnosis of Breast Cancer: A Case Study.
Analysis and Design of Intelligent Systems using Soft Computing Techniques
Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Humberto Carrillo-Calvet, Rocío-Erandi Barrientos-Martínez
2007 J jnl
Diagnosis of breast cancer using Bayesian networks: A case study.
Comput. Biol. Medicine
Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Humberto Carrillo-Calvet, Luis-Alonso Nava-Fernández, Rocío-Erandi Barrientos-Martínez
2007 J jnl
Entropy Based Linear Approximation Algorithm for Time Series Discretization.
Res. Comput. Sci.
Héctor-Gabriel Acosta-Mesa, Nicandro Cruz-Ramírez, Daniel-Alejandro García-López
2007 — conf
Modeling Aceto-White Temporal Patterns to Segment Colposcopic Images.
IbPRIA (2)
Héctor-Gabriel Acosta-Mesa, Nicandro Cruz-Ramírez, Rodolfo Hernández-Jiménez, Daniel-Alejandro García-López
2007 — ch.
On the Possibility of Reliably Constructing a Decision Support System for the Cytodiagnosis of Breast Cancer.
Analysis and Design of Intelligent Systems using Soft Computing Techniques
Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Humberto Carrillo-Calvet, Rocío-Erandi Barrientos-Martínez
2006 — conf
Automatic Construction of Bayesian Network Structures by Means of a Concurrent Search Mechanism.
MICAI
Rosibelda Mondragón-Becerra, Nicandro Cruz-Ramírez, Daniel-Alejandro García-López, Karina Gutiérrez-Fragoso, Wulfrano Arturo Luna-Ramírez, Gustavo Ortiz-Hernández, Carlos Adolfo Piña-García
2006 — conf
Bayesian Model Combination and Its Application to Cervical Cancer Detection.
IBERAMIA-SBIA
Miriam Martinez-Arroyo, Luis Enrique Sucar, Héctor-Gabriel Acosta-Mesa, Nicandro Cruz-Ramírez
2006 C conf
Diagnosis of Chronic Idiopathic Inflammatory Bowel Disease Using Bayesian Networks.
CIARP
Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Rocío-Erandi Barrientos-Martínez, Luis-Alonso Nava-Fernández
2006 — conf
How Good Are the Bayesian Information Criterion and the Minimum Description Length Principle for Model Selection? A Bayesian Network Analysis.
MICAI
Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Rocío-Erandi Barrientos-Martínez, Luis-Alonso Nava-Fernández
2005 — conf
A Parsimonious Constraint-based Algorithm to Induce Bayesian Network Structures from Data.
ENC
Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Rocío-Erandi Barrientos-Martínez, Juan Efrain Rojas-Marcial, Luis-Alonso Nava-Fernández
2005 — conf
Cervical Cancer Detection Using Colposcopic Images: a Temporal Approach.
ENC
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
2004 — conf
A Method Based on Genetic Algorithms and Fuzzy Logic to Induce Bayesian Networks.
ENC
Manuel Martínez-Morales, Ramiro Garza-Domínguez, Nicandro Cruz-Ramírez, Alejandro Guerra-Hernández, José Luis Jiménez-Andrade
2004 — conf
Bayes-N: An Algorithm for Learning Bayesian Networks from Data Using Local Measures of Information Gain Applied to Classification Problems.
MICAI
Manuel Martínez-Morales, Nicandro Cruz-Ramírez, José Luis Jiménez-Andrade, Ramiro Garza-Domínguez
2004 — conf
Digital Image Processing of Functional Magnetic Resonance Images to Identify Stereo-Sensitive Cortical Regions Using Dynamic Global Stimuli.
IBERAMIA
Héctor-Gabriel Acosta-Mesa, Nicandro Cruz-Ramírez, John P. Frisby, Ying Zheng, David Buckley, Janet Morris, John E. W. Mayhew