Jair Cervantes

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 30

Top Topics

Svm Classification

Color Image Segmentation

Top Venues

Publications

Josué Espejel, Laura D. Jalili, Jair Cervantes, José Sergio Ruiz Castilla
Robot Control Using Hand Gestures of the Mexican Sign Language. ICIC (11) (2024)
Farid García-Lamont, Asdrúbal López Chau, Jair Cervantes, Sergio Ruiz
Nucleus segmentation of white blood cells in blood smear images by modeling the pixels' intensities as a set of three Gaussian distributions. Medical Biol. Eng. Comput. 62 (8) (2024)
Jair Cervantes, Jared Cervantes, Farid García-Lamont, Arturo Yee Rendón, Josué Espejel Cabrera, Laura D. Jalili
A comprehensive survey on segmentation techniques for retinal vessel segmentation. Neurocomputing 556 (2023)
Jared Cervantes, Dalia Luna, Jair Cervantes, Farid García-Lamont
Optimization of Vessel Segmentation Using Genetic Algorithms. ICIC (1) (2022)
Laura D. Jalili, Jair Cervantes, Farid García-Lamont, Adrián Trueba
Emotion Recognition from Facial Expressions Using a Genetic Algorithm to Feature Extraction. ICIC (1) (2021)
Josué Espejel Cabrera, Jair Cervantes, Farid García-Lamont, José Sergio Ruiz Castilla, Laura D. Jalili
Mexican sign language segmentation using color based neuronal networks to detect the individual skin color. Expert Syst. Appl. 183 (2021)
Adrián Trueba-Espinosa, Jessica Sánchez-Arrazola, Jair Cervantes, Farid García-Lamont
Classification of Pulmonary Diseases from X-ray Images Using a Convolutional Neural Network. ICIC (3) (2021)
Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau, José Sergio Ruiz Castilla
Color image segmentation using saturated RGB colors and decoupling the intensity from the hue. Multim. Tools Appl. 79 (1-2) (2020)
Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Asdrúbal López Chau
A comprehensive survey on support vector machine classification: Applications, challenges and trends. Neurocomputing 408 (2020)
Felipe Castro-Medina, Lisbeth Rodríguez-Mazahua, Asdrúbal López Chau, Jair Cervantes, Giner Alor-Hernández, Isaac Machorro-Cano
Application of Dynamic Fragmentation Methods in Multimedia Databases: A Review. Entropy 22 (12) (2020)
Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau, Arturo Yee Rendón
Automatic computing of number of clusters for color image segmentation employing fuzzy c-means by extracting chromaticity features of colors. Pattern Anal. Appl. 23 (1) (2020)
Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Alfonso Zarco Hidalgo, José Sergio Ruiz Castilla
Complex Identification of Plants from Leaves. ICIC (3) (2018)
Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau, Sergio Ruiz
Contrast Enhancement of RGB Color Images by Histogram Equalization of Color Vectors' Intensities. ICIC (3) (2018)
Elayne Rubio Delgado, Lisbeth Rodríguez-Mazahua, José Antonio Palet Guzmán, Jair Cervantes, José Luis Sánchez-Cervantes, Silvestre Gustavo Peláez-Camarena, Asdrúbal López Chau
Analysis of Medical Opinions about the Nonrealization of Autopsies in a Mexican Hospital Using Association Rules and Bayesian Networks. Sci. Program. 2018 (2018)
Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau, Lisbeth Rodríguez-Mazahua
Segmentation of images by color features: A survey. Neurocomputing 292 (2018)
Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau
Human mimic color perception for segmentation of color images using a three-layered self-organizing map previously trained to classify color chromaticity. Neural Comput. Appl. 30 (3) (2018)
Lisbeth Rodríguez-Mazahua, Giner Alor-Hernández, Xiaoou Li, Jair Cervantes, Asdrúbal López Chau
Active rule base development for dynamic vertical partitioning of multimedia databases. J. Intell. Inf. Syst. 48 (2) (2017)
Sergio Ruiz, Daniel Escudero, Jair Cervantes, Adrián Trueba
Assigning-Tasks Method for Developers in Software Projects Using up Similarity Coefficients. WEA (2017)
Asdrúbal López Chau, Rafael Rojas-Hernández, Farid García-Lamont, Valentin Trujillo-Mora, Lisbeth Rodríguez-Mazahua, Jair Cervantes
Leaf Categorization Methods for Plant Identification. ICIC (3) (2017)
Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Asdrúbal López Chau, José Sergio Ruiz Castilla, Adrián Trueba
PSO-based method for SVM classification on skewed data sets. Neurocomputing 228 (2017)
Lisbeth Rodríguez-Mazahua, Cristian Aarón Rodríguez-Enríquez, José Luis Sánchez-Cervantes, Jair Cervantes, Jorge Luis García-Alcaraz, Giner Alor-Hernández
A general perspective of Big Data: applications, tools, challenges and trends. J. Supercomput. 72 (8) (2016)
Asdrúbal López Chau, Farid García-Lamont, Jair Cervantes
Is There a Relationship Between Neighborhoods of Minority Class Instances and the Performance of Classification Methods? ICIC (1) (2016)
Laura D. Jalili, Alfredo Morales, Jair Cervantes, José Sergio Ruiz Castilla
Improving the Performance of Leaves Identification by Features Selection with Genetic Algorithms. WEA (2016)
Farid García-Lamont, Jair Cervantes, José Sergio Ruiz Castilla, Asdrúbal López Chau
Computing the Number of Groups for Color Image Segmentation Using Competitive Neural Networks and Fuzzy C-Means. ICIC (2) (2016)
Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Arturo Yee Rendón, Asdrúbal López Chau
Recognition of Mexican Sign Language from Frames in Video Sequences. ICIC (2) (2016)
José Sergio Ruiz Castilla, Yulia Ledeneva, Jair Cervantes, Adrián Trueba
A Model for Knowledge Management in Software Industry. WEA (2016)
Asdrúbal López Chau, Farid García-Lamont, Jair Cervantes
Classification on Imbalanced Data Sets, Taking Advantage of Errors to Improve Performance. ICIC (3) (2015)
Farid García-Lamont, Jair Cervantes, José Sergio Ruiz Castilla, Asdrúbal López Chau
Color Characterization Comparison for Machine Vision-Based Fruit Recognition. ICIC (1) (2015)
Jair Cervantes, Farid García-Lamont, Asdrúbal López Chau, Lisbeth Rodríguez-Mazahua, José Sergio Ruiz Castilla
Data selection based on decision tree for SVM classification on large data sets. Appl. Soft Comput. 37 (2015)
Jair Cervantes, Farid García-Lamont, Asdrúbal López Chau, Lisbeth Rodríguez-Mazahua, José Sergio Ruiz Castilla, Adrián Trueba
PSO-Based Method for SVM Classification on Skewed Data-Sets. ICIC (3) (2015)
Jair Cervantes, Xiaoou Li, Wen Yu
Imbalanced data classification via support vector machines and genetic algorithms. Connect. Sci. 26 (4) (2014)
Jair Cervantes, De-Shuang Huang, Farid García-Lamont, Asdrúbal López Chau
A Hybrid Algorithm to Improve the Accuracy of Support Vector Machines on Skewed Data-Sets. ICIC (1) (2014)
Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau, Lisbeth Rodríguez-Mazahua
Classification of Mexican Paper Currency Denomination by Extracting Their Discriminative Colors. MICAI (2) (2013)
Jair Cervantes, Xiaoou Li, Wen Yu
Using Genetic Algorithm to Improve Classification Accuracy on Imbalanced Data. SMC (2013)
Jair Cervantes, De-Shuang Huang, Xiaoou Li, Wen Yu
A New Approach to Detect Splice-Sites Based on Support Vector Machines and a Genetic Algorithm. CIARP (2) (2013)
Asdrúbal López Chau, Jair Cervantes, Lourdes López-García, Farid García-Lamont
Fisher's decision tree. Expert Syst. Appl. 40 (16) (2013)
Asdrúbal López Chau, Lourdes López-García, Jair Cervantes, Xiaoou Li, Wen Yu
Data Selection Using Decision Tree for SVM Classification. ICTAI (2012)
Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau
Recognition of Mexican banknotes via their color and texture features. Expert Syst. Appl. 39 (10) (2012)
Xiaoou Li, Jair Cervantes, Wen Yu
Fast classification for large data sets via random selection clustering and Support Vector Machines. Intell. Data Anal. 16 (6) (2012)
Lisbeth Rodríguez-Mazahua, Xiaoou Li, Jair Cervantes, Farid García-Lamont
DYMOND: an active system for dynamic vertical partitioning of multimedia databases. IDEAS (2012)
José Hernández Santiago, Jair Cervantes, Asdrúbal López Chau, Farid García-Lamont
Enhancing the Performance of SVM on Skewed Data Sets by Exciting Support Vectors. IBERAMIA (2012)
Asdrúbal López Chau, Xiaoou Li, Wen Yu, Jair Cervantes, Pedro Mejía-Alvarez
Border Samples Detection for Data Mining Applications Using Non Convex Hulls. MICAI (2) (2011)
Jair Cervantes, Asdrúbal López Chau, Farid García, Adrián Trueba
A Fast SVM Training Algorithm Based on a Decision Tree Data Filter. MICAI (1) (2011)
Xiaoou Li, Jair Cervantes, Wen Yu
A Novel SVM Classification Method for Large Data Sets. GrC (2010)
Asdrúbal López Chau, Xiaoou Li, Wen Yu, Jair Cervantes
Support vector candidates pre selection strategy based on non convex hulls. CCE (2010)
Jair Cervantes, Xiaoou Li, Wen Yu
Splice Site Detection in DNA Sequences Using a Fast Classification Algorithm. SMC (2009)
Jair Cervantes, Xiaoou Li, Wen Yu, Kang Li
Support vector machine classification for large data sets via minimum enclosing ball clustering. Neurocomputing 71 (4-6) (2008)
Jair Cervantes, Xiaoou Li, Wen Yu
Multi-Class SVM for Large Data Sets Considering Models of Classes Distribution. DMIN (2008)
Jair Cervantes, Xiaoou Li, Wen Yu
Support Vector classification for large data sets by reducing training data with change of classes. SMC (2008)
Xiaoou Li, Jair Cervantes, Wen Yu
Two-stage svm classification for large data sets via randomly reducing and recovering training data. SMC (2007)
Jair Cervantes, Xiaoou Li, Wen Yu
Support Vector Machine Classification Based on Fuzzy Clustering for Large Data Sets. MICAI (2006)