Support Vector Machine Classification Based on Fuzzy Clustering for Large Data Sets. - Jair Cervantes; Xiaoou Li; Wen Yu 001 (MICAI, 2006)

Two-stage svm classification for large data sets via randomly reducing and recovering training data. - Xiaoou Li; Jair Cervantes; Wen Yu 001 (SMC, 2007)

Multi-Class SVM for Large Data Sets Considering Models of Classes Distribution. - Jair Cervantes; Xiaoou Li; Wen Yu 001 (DMIN, 2008)

Support Vector classification for large data sets by reducing training data with change of classes. - Jair Cervantes; Xiaoou Li; Wen Yu 001 (SMC, 2008)

Support vector machine classification for large data sets via minimum enclosing ball clustering. - Jair Cervantes; Xiaoou Li; Wen Yu 001; Kang Li 002 (Neurocomputing, 2008)

Splice Site Detection in DNA Sequences Using a Fast Classification Algorithm. - Jair Cervantes; Xiaoou Li; Wen Yu 001 (SMC, 2009)

A Novel SVM Classification Method for Large Data Sets. - Xiaoou Li; Jair Cervantes; Wen Yu 001 (GrC, 2010)

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)

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

DYMOND: an active system for dynamic vertical partitioning of multimedia databases. - Lisbeth Rodríguez-Mazahua; Xiaoou Li; Jair Cervantes; Farid García-Lamont (IDEAS, 2012)

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

Fast classification for large data sets via random selection clustering and Support Vector Machines. - Xiaoou Li; Jair Cervantes; Wen Yu 001 (Intell. Data Anal., 2012)

A New Approach to Detect Splice-Sites Based on Support Vector Machines and a Genetic Algorithm. - Jair Cervantes; De-Shuang Huang; Xiaoou Li; Wen Yu 001 (CIARP (2), 2013)

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)

Using Genetic Algorithm to Improve Classification Accuracy on Imbalanced Data. - Jair Cervantes; Xiaoou Li; Wen Yu 001 (SMC, 2013)

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

Imbalanced data classification via support vector machines and genetic algorithms. - Jair Cervantes; Xiaoou Li; Wen Yu 001 (Connect. Sci., 2014)

API de Google Maps para un mapa de conocimiento de los asesores especializados de un Centro de Desarrollo Empresarial. - José Sergio Ruiz Castilla; José Antonio Díaz García; Jair Cervantes Canales (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)

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)

A Model for Knowledge Management in Software Industry. - José Sergio Ruiz Castilla; Yulia Ledeneva; Jair Cervantes; Adrián Trueba (WEA, 2016)

Improving the Performance of Leaves Identification by Features Selection with Genetic Algorithms. - Laura D. Jalili; Alfredo Morales; Jair Cervantes; José Sergio Ruiz Castilla (WEA, 2016)

Mejora del desempeño de SVM usando un GA y la creación de puntos artificiales para conjuntos de datos no balanceados. - José Hernández Santiago; Jair Cervantes Canales; Carlos Hiram Moreno Montiel; Beatriz Hernández Santiago (Res. Comput. Sci., 2016)

A general perspective of Big Data: applications, tools, challenges and trends. - Lisbeth Rodríguez-Mazahua; Cristian Aarón Rodríguez-Enríquez; José Luis Sánchez-Cervantes; Jair Cervantes; Jorge Luis García-Alcaraz; Giner Alor-Hernández (J. Supercomput., 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)

Assigning-Tasks Method for Developers in Software Projects Using up Similarity Coefficients. - Sergio Ruiz; Daniel Escudero 003; Jair Cervantes; Adrián Trueba (WEA, 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)

Complex Identification of Plants from Leaves. - Jair Cervantes; Farid García-Lamont; Lisbeth Rodríguez-Mazahua; Alfonso Zarco Hidalgo; José Sergio Ruiz Castilla (ICIC (3), 2018)

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)

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)

Identification of Diseases and Pests in Tomato Plants Through Artificial Vision. - Ernesto García Amaro; Jair Cervantes Canales; Josué Espejel Cabrera; José Sergio Ruiz Castilla; Farid García-Lamont (ICIC (3), 2020)

A Hybrid Convolutional Neural Network for Complex Leaves Identification. - Daniel Ayala Niño; Jair Cervantes Canales; Farid García-Lamont; Joel Ayala de la Vega; Guillermo Calderón Zavala (ICIC (1), 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)

Emotion Recognition from Facial Expressions Using a Genetic Algorithm to Feature Extraction. - Laura D. Jalili; Jair Cervantes; Farid García-Lamont; Adrián Trueba (ICIC (1), 2021)

Classification of Pulmonary Diseases from X-ray Images Using a Convolutional Neural Network. - Adrián Trueba-Espinosa; Jessica Sánchez-Arrazola; Jair Cervantes; Farid García-Lamont (ICIC (3), 2021)

Mexican sign language segmentation using color based neuronal networks to detect the individual skin color. - Josué Espejel Cabrera; Jair Cervantes; Farid García-Lamont; José Sergio Ruiz Castilla; Laura D. Jalili (Expert Syst. Appl., 2021)

Optimization of Vessel Segmentation Using Genetic Algorithms. - Jared Cervantes Canales; Dalia Luna; Jair Cervantes; Farid García-Lamont (ICIC (1), 2022)

A comprehensive survey on segmentation techniques for retinal vessel segmentation. - Jair Cervantes; Jared Cervantes Canales; Farid García-Lamont; Arturo Yee Rendón; Josué Espejel Cabrera; Laura D. Jalili (Neurocomputing, 2023)

Robot Control Using Hand Gestures of the Mexican Sign Language. - Josué Espejel; Laura D. Jalili; Jair Cervantes; José Sergio Ruiz Castilla (ICIC (11), 2024)

Use of Computer Vision Techniques for Recognition of Diseases and Pests in Tomato Plants. - Ernesto García Amaro; Jair Cervantes Canales; Farid García-Lamont; Francisco Marcelo Lara Viveros; José Sergio Ruiz Castilla; Josué Espejel Cabrera (Computación y Sistemas (CyS), 2024)

Optimal segmentation of image datasets by genetic algorithms using color spaces. - Jared Cervantes Canales; Jair Cervantes Canales; Farid García-Lamont; Arturo Yee Rendón; José Sergio Ruiz Castilla; Lisbeth Rodríguez-Mazahua (Expert Syst. Appl., 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)

Real-Time Robbery Detection in Public Transport Using Audio Recordings and Deep Learning. - Laura D. Jalili; Josué Espejel Cabrera; José Sergio Ruiz Castilla; Jair Cervantes (SN Comput. Sci., 2025)