Support vector candidates pre selection strategy based on non convex hulls. - Asdrúbal López-Chau; Xiaoou Li; Wen Yu 001; Jair Cervantes (CCE, 2010)

A Fast SVM Training Algorithm Based on a Decision Tree Data Filter. - Jair Cervantes; Asdrúbal López-Chau; Farid García; Adrián Trueba (MICAI (1), 2011)

Border Samples Detection for Data Mining Applications Using Non Convex Hulls. - Asdrúbal López-Chau; Xiaoou Li; Wen Yu 001; Jair Cervantes; Pedro Mejía-Alvarez (MICAI (2), 2011)

Enhancing the Performance of SVM on Skewed Data Sets by Exciting Support Vectors. - José Hernández Santiago; Jair Cervantes; Asdrúbal López-Chau; Farid García-Lamont (IBERAMIA, 2012)

Convex-Concave Hull for Classification with Support Vector Machine. - Asdrúbal López-Chau; Xiaoou Li; Wen Yu 001 (ICDM Workshops, 2012)

Data Selection Using Decision Tree for SVM Classification. - Asdrúbal López-Chau; Lourdes López-García; Jair Cervantes; Xiaoou Li; Wen Yu 001 (ICTAI, 2012)

Recognition of Mexican banknotes via their color and texture features. - Farid García-Lamont; Jair Cervantes; Asdrúbal López-Chau (Expert Syst. Appl., 2012)

Classification of Mexican Paper Currency Denomination by Extracting Their Discriminative Colors. - Farid García-Lamont; Jair Cervantes; Asdrúbal López-Chau; Lisbeth Rodríguez-Mazahua (MICAI (2), 2013)

Fisher's decision tree. - Asdrúbal López-Chau; Jair Cervantes; Lourdes López-García; Farid García-Lamont (Expert Syst. Appl., 2013)

Convex and concave hulls for classification with support vector machine. - Asdrúbal López-Chau; Xiaoou Li; Wen Yu 001 (Neurocomputing, 2013)

Large data sets classification using convex-concave hull and support vector machine. - Asdrúbal López-Chau; Xiaoou Li; Wen Yu 001 (Soft Comput., 2013)

A Hybrid Algorithm to Improve the Accuracy of Support Vector Machines on Skewed Data-Sets. - Jair Cervantes; De-Shuang Huang; Farid García-Lamont; Asdrúbal López-Chau (ICIC (1), 2014)

Support vector machine classification for large datasets using decision tree and Fisher linear discriminant. - Asdrúbal López-Chau; Xiaoou Li; Wen Yu 001 (Future Gener. Comput. Syst., 2014)

Método rápido de preprocesamiento para clasificación en conjuntos de datos no balanceados. - Liliana Puente-Maury; Asdrúbal López-Chau; William Cruz-Santos; Lourdes López-García (Res. Comput. Sci., 2014)

Classification on Imbalanced Data Sets, Taking Advantage of Errors to Improve Performance. - Asdrúbal López-Chau; Farid García-Lamont; Jair Cervantes (ICIC (3), 2015)

Color Characterization Comparison for Machine Vision-Based Fruit Recognition. - Farid García-Lamont; Jair Cervantes; José Sergio Ruiz Castilla; Asdrúbal López-Chau (ICIC (1), 2015)

Data selection based on decision tree for SVM classification on large data sets. - Jair Cervantes; Farid García-Lamont; Asdrúbal López-Chau; Lisbeth Rodríguez-Mazahua; José Sergio Ruiz Castilla (Appl. Soft Comput., 2015)

Árbol de decisión C4.5 basado en entropía minoritaria para clasificación de conjuntos de datos no balanceados. - Luis Alberto Caballero Cruz; Asdrúbal López-Chau; Jorge Bautista López (Res. Comput. Sci., 2015)

Captura de datos para análisis de la dinámica del tecleo de números para sistema operativo Android. - Selene Nieto-Ruiz; Yonic Antonio Gomez Sanchez; Asdrúbal López-Chau; Carlos A. Rojas (Res. Comput. Sci., 2015)

Recognition of Mexican Sign Language from Frames in Video Sequences. - Jair Cervantes; Farid García-Lamont; Lisbeth Rodríguez-Mazahua; Arturo Yee Rendón; Asdrúbal López-Chau (ICIC (2), 2016)

Is There a Relationship Between Neighborhoods of Minority Class Instances and the Performance of Classification Methods? - Asdrúbal López-Chau; Farid García-Lamont; Jair Cervantes (ICIC (1), 2016)

Computing the Number of Groups for Color Image Segmentation Using Competitive Neural Networks and Fuzzy C-Means. - Farid García-Lamont; Jair Cervantes; José Sergio Ruiz Castilla; Asdrúbal López-Chau (ICIC (2), 2016)

Plant identification using new geometric features with standard data mining methods. - Rafael Rojas-Hernandez; Asdrúbal López-Chau; Valentín Trujillo-Mora; Carlos A. Rojas-Hernandez (ICNSC, 2016)

Propagación de malware: propuesta de modelo para simulación y análisis. - Luis Angel García Reyes; Asdrúbal López-Chau; Rafael Rojas-Hernandez; Pedro Guevara López (Res. Comput. Sci., 2016)

Leaf Categorization Methods for Plant Identification. - Asdrúbal López-Chau; Rafael Rojas-Hernández; Farid García-Lamont; Valentín Trujillo-Mora; Lisbeth Rodríguez-Mazahua; Jair Cervantes (ICIC (3), 2017)

PSO-based method for SVM classification on skewed data sets. - Jair Cervantes; Farid García-Lamont; Lisbeth Rodríguez-Mazahua; Asdrúbal López-Chau; José Sergio Ruiz Castilla; Adrián Trueba (Neurocomputing, 2017)

Active rule base development for dynamic vertical partitioning of multimedia databases. - Lisbeth Rodríguez-Mazahua; Giner Alor-Hernández; Xiaoou Li; Jair Cervantes; Asdrúbal López-Chau (J. Intell. Inf. Syst., 2017)

Preliminary Results of an Analysis Using Association Rules to Find Relations between Medical Opinions About the non-Realization of Autopsies in a Mexican Hospital. - Elayne Rubio Delgado; Lisbeth Rodríguez-Mazahua; Silvestre Gustavo Peláez-Camarena; María Antonieta Abud-Figueroa; José Antonio Palet Guzmán; Asdrúbal López-Chau; Giner Alor-Hernández (Res. Comput. Sci., 2017)

Automatic Classification of Lobed Simple and Unlobed Simple Leaves for Plant Identification. - Juan Carlos Flores-Bastida; Asdrúbal López-Chau; Rafael Rojas-Hernández; Valentín Trujillo-Mora (Res. Comput. Sci., 2017)

Aplicación web e-learning multiplataforma para recolección de datos de usuarios y retroalimentación automática basada en técnicas estadísticas. - Samuel Montiel Santos; Luis Ángel Reyes Hernández; Asdrúbal López-Chau; Beatriz Alejandra Olivares Zepahua; Celia Romero Torres (Res. Comput. Sci., 2017)

Contrast Enhancement of RGB Color Images by Histogram Equalization of Color Vectors' Intensities. - Farid García-Lamont; Jair Cervantes; Asdrúbal López-Chau; Sergio Ruiz (ICIC (3), 2018)

Segmentation of images by color features: A survey. - Farid García-Lamont; Jair Cervantes; Asdrúbal López-Chau; Lisbeth Rodríguez-Mazahua (Neurocomputing, 2018)

Human mimic color perception for segmentation of color images using a three-layered self-organizing map previously trained to classify color chromaticity. - Farid García-Lamont; Jair Cervantes; Asdrúbal López-Chau (Neural Comput. Appl., 2018)

A CBIR System for the Recognition of Agricultural Machinery. - Rodolfo Rojas Ruiz; Lisbeth Rodríguez-Mazahua; Asdrúbal López-Chau; Silvestre Gustavo Peláez-Camarena; María Antonieta Abud-Figueroa; Isaac Machorro-Cano (Res. Comput. Sci., 2018)

Analysis of Medical Opinions about the Nonrealization of Autopsies in a Mexican Hospital Using Association Rules and Bayesian Networks. - Elayne Rubio Delgado; Lisbeth Rodríguez-Mazahua; José Antonio Palet Guzmán; Jair Cervantes; José Luis Sánchez-Cervantes; Silvestre Gustavo Peláez-Camarena; Asdrúbal López-Chau (Sci. Program., 2018)

Design of a Horizontal Data Fragmentation, Allocation and Replication Method in the Cloud. - Felipe Castro-Medina; Lisbeth Rodríguez-Mazahua; Asdrúbal López-Chau; Isaac Machorro-Cano; María Antonieta Abud-Figueroa (CASE, 2019)

Analyzing Polarization through Social Media with Artificial Intelligence: The Mexican Presidential Election in 2018. - Asdrúbal López-Chau; David Valle Cruz; Rodrigo Sandoval-Almazán (DG.O, 2019)

Impression analysis of trending topics in Twitter with classification algorithms. - David Valle-Cruz; Asdrúbal López-Chau; Rodrigo Sandoval-Almazán (ICEGOV, 2020)

Application of Dynamic Fragmentation Methods in Multimedia Databases: A Review. - Felipe Castro-Medina; Lisbeth Rodríguez-Mazahua; Asdrúbal López-Chau; Jair Cervantes; Giner Alor-Hernández; Isaac Machorro-Cano (Entropy, 2020)

A comprehensive survey on support vector machine classification: Applications, challenges and trends. - Jair Cervantes; Farid García-Lamont; Lisbeth Rodríguez-Mazahua; Asdrúbal López-Chau (Neurocomputing, 2020)

Color image segmentation using saturated RGB colors and decoupling the intensity from the hue. - Farid García-Lamont; Jair Cervantes; Asdrúbal López-Chau; José Sergio Ruiz Castilla (Multim. Tools Appl., 2020)

Automatic computing of number of clusters for color image segmentation employing fuzzy c-means by extracting chromaticity features of colors. - Farid García-Lamont; Jair Cervantes; Asdrúbal López-Chau; Arturo Yee Rendón (Pattern Anal. Appl., 2020)

How much do Twitter posts affect voters? Analysis of the multi-emotional charge with affective computing in political campaigns. - David Valle-Cruz; Asdrúbal López-Chau; Rodrigo Sandoval-Almazán (DG.O, 2021)

An Improvement to FRAGMENT: A Web Application for Database Fragmentation, Allocation, and Replication Over a Cloud Environment. - Felipe Castro-Medina; Lisbeth Rodríguez-Mazahua; Asdrúbal López-Chau; Giner Alor-Hernández; Ulises Juárez-Martínez; Cuauhtémoc Sánchez-Ramírez (ICICT (3), 2021)

Convolutional Neural Networks Applied to Emotion Analysis in Texts: Experimentation from the Mexican Context. - Juan-Carlos Garduño-Miralrio; David Valle-Cruz; Asdrúbal López-Chau; Rafael Rojas-Hernández (KGSWC, 2022)

Does Twitter Affect Stock Market Decisions? Financial Sentiment Analysis During Pandemics: A Comparative Study of the H1N1 and the COVID-19 Periods. - David Valle-Cruz; Vanessa Fernandez-Cortez; Asdrúbal López-Chau; Rodrigo Sandoval-Almazán (Cogn. Comput., 2022)

Interoperability of Sensors in Buildings for Monitoring the Search for live Victims after Earthquakes. - Alma-Delia Cuevas-Rasgado; Carlos Omar González-Morán; Asdrúbal López-Chau; Ulrich Bröckl (Computación y Sistemas, 2022)

Emotion-Aware Explainable Artificial Intelligence for Personality, Emotion, and Mood Simulation. - David Valle-Cruz; Asdrúbal López-Chau; Marco Antonio Ramos Corchado; Vianney Muñoz-Jiménez (Computación y Sistemas, 2022)

Análisis del comportamiento de estudiantes de programación durante su proceso de aprendizaje utilizando árboles de decisión. - Víctor Gonzalo Rivero Martínez; Maricela Quintana López; Asdrúbal López-Chau (Res. Comput. Sci., 2022)

Stock Market Prediction with Artificial Intelligence Techniques in Recession Times. - David Valle-Cruz; Vanessa Fernandez-Cortez; Asdrúbal López-Chau; Rafael Rojas-Hernández (AMLDA, 2023)

Using Compiler Errors Messages to Feedback High School Students Through Machine Learning Methods. - Víctor Gonzalo Rivero Martínez; Maricela Quintana López; Asdrúbal López-Chau; Víctor Manuel Landassuri-Moreno (MICAI (1), 2023)

Construction of Domain-Specific Lexicons Based on Term Statistics. - Rafael Rojas-Hernández; Asdrúbal López-Chau; David Valle-Cruz; Valentín Trujillo-Mora; Elvira Ivone González-Jaimes (SSCI, 2023)

Results on the Empirical Design of a Residual Binary Multilayer Perceptron Architecture. - Agustín Solís Winkler; Asdrúbal López-Chau; Santiago Osnaya Baltierra (SSCI, 2023)

Diversity in Genetic Algorithms in the Generation of School Schedules. - Alejandro Moreno Martinez; Víctor Manuel Landassuri-Moreno; Asdrúbal López-Chau; Saturnino Job Morales Escobar (MCPR, 2024)

IncluAventuras, un cuentacuentos para niños basado en IA generativa. - Keren Mitsue Ramírez-Vergara; Asdrúbal López-Chau; Rafael Rojas-Hernández; Valentín Trujillo-Mora (Res. Comput. Sci., 2024)

Nucleus segmentation of white blood cells in blood smear images by modeling the pixels' intensities as a set of three Gaussian distributions. - Farid García-Lamont; Asdrúbal López-Chau; Jair Cervantes; Sergio Ruiz (Medical Biol. Eng. Comput., 2024)