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ORCIDNicandro Cruz-Ramírez
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2020 – today
- 2024
[j22]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: 101752 (2024)- 2023
- [j21]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: 101442 (2023) - [c22]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: 128-131 - 2020
- [j20]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): 9-17 (2020) - [j19]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): 57-64 (2020) - [j18]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): 75-82 (2020) - [j17]Jenny B. Vázquez Aguirre, Nicandro Cruz-Ramírez:
Evaluation of the Intervention Operator in Causal Bayesian Networks. Res. Comput. Sci. 149(3): 135-144 (2020) - [p4]Alejandro Platas-López, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Marcela Quiroz-Castellanos, Francisco Grimaldo, Mario Paolucci, Federico Cecconi:
Towards an Agent-Based Model for the Analysis of Macroeconomic Signals. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 2020: 551-565 - [p3]Viviana Yarel Rosales-Morales, Nicandro Cruz-Ramírez, Laura Nely Sánchez-Morales, Giner Alor-Hernández, Marcela Quiroz-Castellanos, Efrén Mezura-Montes:
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 2020: 659-674
2010 – 2019
- 2019
- [j16]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): 99-143 (2019) - [j15]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): 267-276 (2019) - [j14]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): 77-84 (2019) - 2018
- [j13]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): 541-570 (2018) - 2017
- [j12]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: 4821305:1-4821305:7 (2017) - [j11]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: 5989105:1-5989105:10 (2017) - [j10]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): 661-677 (2017) - [j9]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): 2255-2275 (2017) - [j8]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: 23-30 (2017) - 2016
- [j7]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: 157-170 (2016) - [c21]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: 117-135 - [c20]Yecely Aridaí Díaz-Beristain, Guillermo de Jesús Hoyos-Rivera, Nicandro Cruz-Ramírez:
Retweet Influence on User Popularity Over Time: An Empirical Study. MIKE 2016: 38-48 - 2015
- [c19]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: 100-109 - [c18]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: 241-248 - [c17]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: 1169-1172 - [c16]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: 1707-1712 - 2014
- [j6]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: 73-83 (2014) - [c15]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: 975-982 - [c14]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: 215-220 - 2013
- [j5]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: 264246:1-264246:10 (2013) - [j4]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: 285962:1-285962:10 (2013) - [c13]Xavier Limón, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Francisco Grimaldo:
An Agents and Artifacts Approach to Distributed Data Mining. MICAI (2) 2013: 338-349 - 2012
- [c12]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: 419-431 - 2011
- [c11]Fernando Rechy-Ramírez, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Nicandro Cruz-Ramírez:
Times Series Discretization Using Evolutionary Programming. MICAI (2) 2011: 225-234
2000 – 2009
- 2009
- [j3]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): 1331-1342 (2009) - [j2]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): 778-784 (2009) - 2007
- [j1]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): 1553-1564 (2007) - [c10]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: 548-555 - [p2]Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Humberto Carrillo-Calvet, Rocío-Erandi Barrientos-Martínez:
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 2007: 79-87 - [p1]Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Humberto Carrillo-Calvet, Rocío-Erandi Barrientos-Martínez:
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 2007: 337-345 - 2006
- [c9]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: 706-715 - [c8]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: 622-631 - [c7]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: 494-504 - [c6]R. Mondragón-Becerra, Nicandro Cruz-Ramírez, Daniel-Alejandro García-López, Karina Gutiérrez-Fragoso, Wulfrano Arturo Luna-Ramírez, Gustavo Ortiz-Hernández, Carlos Adolfo Piña-García:
Automatic Construction of Bayesian Network Structures by Means of a Concurrent Search Mechanism. MICAI 2006: 652-662 - 2005
- [c5]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: 158-164 - [c4]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: 306-313 - 2004
- [c3]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: 176-180 - [c2]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: 572-581 - [c1]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: 527-535
Coauthor Index
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