Jair Cervantes

53 papers B 5C 1Misc 1Journal 21Unranked 25

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Real-Time Robbery Detection in Public Transport Using Audio Recordings and Deep Learning. SN Comput. Sci. Laura D. Jalili, Josué Espejel Cabrera, José Sergio Ruiz Castilla, Jair Cervantes
2024	J	`jnl`	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. Farid García-Lamont, Asdrúbal López-Chau, Jair Cervantes, Sergio Ruiz
2024	—	`conf`	Robot Control Using Hand Gestures of the Mexican Sign Language. ICIC (11) Josué Espejel, Laura D. Jalili, Jair Cervantes, José Sergio Ruiz Castilla
2023	J	`jnl`	A comprehensive survey on segmentation techniques for retinal vessel segmentation. Neurocomputing Jair Cervantes, Jared Cervantes Canales, Farid García-Lamont, Arturo Yee Rendón, Josué Espejel Cabrera, Laura D. Jalili
2022	—	`conf`	Optimization of Vessel Segmentation Using Genetic Algorithms. ICIC (1) Jared Cervantes Canales, Dalia Luna, Jair Cervantes, Farid García-Lamont
2021	—	`conf`	Classification of Pulmonary Diseases from X-ray Images Using a Convolutional Neural Network. ICIC (3) Adrián Trueba-Espinosa, Jessica Sánchez-Arrazola, Jair Cervantes, Farid García-Lamont
2021	—	`conf`	Emotion Recognition from Facial Expressions Using a Genetic Algorithm to Feature Extraction. ICIC (1) Laura D. Jalili, Jair Cervantes, Farid García-Lamont, Adrián Trueba
2021	J	`jnl`	Mexican sign language segmentation using color based neuronal networks to detect the individual skin color. Expert Syst. Appl. Josué Espejel Cabrera, Jair Cervantes, Farid García-Lamont, José Sergio Ruiz Castilla, Laura D. Jalili
2020	J	`jnl`	A comprehensive survey on support vector machine classification: Applications, challenges and trends. Neurocomputing Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Asdrúbal López-Chau
2020	J	`jnl`	Application of Dynamic Fragmentation Methods in Multimedia Databases: A Review. Entropy Felipe Castro-Medina, Lisbeth Rodríguez-Mazahua, Asdrúbal López-Chau, Jair Cervantes, Giner Alor-Hernández, Isaac Machorro-Cano
2020	J	`jnl`	Automatic computing of number of clusters for color image segmentation employing fuzzy c-means by extracting chromaticity features of colors. Pattern Anal. Appl. Farid García-Lamont, Jair Cervantes, Asdrúbal López-Chau, Arturo Yee Rendón
2020	J	`jnl`	Color image segmentation using saturated RGB colors and decoupling the intensity from the hue. Multim. Tools Appl. Farid García-Lamont, Jair Cervantes, Asdrúbal López-Chau, José Sergio Ruiz Castilla
2018	J	`jnl`	Analysis of Medical Opinions about the Nonrealization of Autopsies in a Mexican Hospital Using Association Rules and Bayesian Networks. Sci. Program. Elayne Rubio Delgado, Lisbeth Rodríguez-Mazahua, José Antonio Palet Guzmán, Jair Cervantes, José Luis Sánchez-Cervantes, Silvestre Gustavo Peláez-Camarena, Asdrúbal López-Chau
2018	—	`conf`	Complex Identification of Plants from Leaves. ICIC (3) Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Alfonso Zarco Hidalgo, José Sergio Ruiz Castilla
2018	—	`conf`	Contrast Enhancement of RGB Color Images by Histogram Equalization of Color Vectors' Intensities. ICIC (3) Farid García-Lamont, Jair Cervantes, Asdrúbal López-Chau, Sergio Ruiz
2018	J	`jnl`	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. Farid García-Lamont, Jair Cervantes, Asdrúbal López-Chau
2018	J	`jnl`	Segmentation of images by color features: A survey. Neurocomputing Farid García-Lamont, Jair Cervantes, Asdrúbal López-Chau, Lisbeth Rodríguez-Mazahua
2017	J	`jnl`	Active rule base development for dynamic vertical partitioning of multimedia databases. J. Intell. Inf. Syst. Lisbeth Rodríguez-Mazahua, Giner Alor-Hernández, Xiaoou Li, Jair Cervantes, Asdrúbal López-Chau
2017	—	`conf`	Assigning-Tasks Method for Developers in Software Projects Using up Similarity Coefficients. WEA Sergio Ruiz, Daniel Escudero, Jair Cervantes, Adrián Trueba
2017	—	`conf`	Leaf Categorization Methods for Plant Identification. ICIC (3) Asdrúbal López-Chau, Rafael Rojas-Hernández, Farid García-Lamont, Valentín Trujillo-Mora, Lisbeth Rodríguez-Mazahua, Jair Cervantes
2017	J	`jnl`	PSO-based method for SVM classification on skewed data sets. Neurocomputing Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Asdrúbal López-Chau, José Sergio Ruiz Castilla, Adrián Trueba
2016	—	`conf`	A Model for Knowledge Management in Software Industry. WEA José Sergio Ruiz Castilla, Yulia Ledeneva, Jair Cervantes, Adrián Trueba
2016	J	`jnl`	A general perspective of Big Data: applications, tools, challenges and trends. J. Supercomput. Lisbeth Rodríguez-Mazahua, Cristian Aarón Rodríguez-Enríquez, José Luis Sánchez-Cervantes, Jair Cervantes, Jorge Luis García-Alcaraz, Giner Alor-Hernández
2016	—	`conf`	Computing the Number of Groups for Color Image Segmentation Using Competitive Neural Networks and Fuzzy C-Means. ICIC (2) Farid García-Lamont, Jair Cervantes, José Sergio Ruiz Castilla, Asdrúbal López-Chau
2016	—	`conf`	Improving the Performance of Leaves Identification by Features Selection with Genetic Algorithms. WEA Laura D. Jalili, Alfredo Morales, Jair Cervantes, José Sergio Ruiz Castilla
2016	—	`conf`	Is There a Relationship Between Neighborhoods of Minority Class Instances and the Performance of Classification Methods? ICIC (1) Asdrúbal López-Chau, Farid García-Lamont, Jair Cervantes
2016	—	`conf`	Recognition of Mexican Sign Language from Frames in Video Sequences. ICIC (2) Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Arturo Yee Rendón, Asdrúbal López-Chau
2015	—	`conf`	Classification on Imbalanced Data Sets, Taking Advantage of Errors to Improve Performance. ICIC (3) Asdrúbal López-Chau, Farid García-Lamont, Jair Cervantes
2015	—	`conf`	Color Characterization Comparison for Machine Vision-Based Fruit Recognition. ICIC (1) Farid García-Lamont, Jair Cervantes, José Sergio Ruiz Castilla, Asdrúbal López-Chau
2015	J	`jnl`	Data selection based on decision tree for SVM classification on large data sets. Appl. Soft Comput. Jair Cervantes, Farid García-Lamont, Asdrúbal López-Chau, Lisbeth Rodríguez-Mazahua, José Sergio Ruiz Castilla
2015	—	`conf`	PSO-Based Method for SVM Classification on Skewed Data-Sets. ICIC (3) Jair Cervantes, Farid García-Lamont, Asdrúbal López-Chau, Lisbeth Rodríguez-Mazahua, José Sergio Ruiz Castilla, Adrián Trueba
2014	—	`conf`	A Hybrid Algorithm to Improve the Accuracy of Support Vector Machines on Skewed Data-Sets. ICIC (1) Jair Cervantes, De-Shuang Huang, Farid García-Lamont, Asdrúbal López-Chau
2014	J	`jnl`	Imbalanced data classification via support vector machines and genetic algorithms. Connect. Sci. Jair Cervantes, Xiaoou Li, Wen Yu
2013	—	`conf`	A New Approach to Detect Splice-Sites Based on Support Vector Machines and a Genetic Algorithm. CIARP (2) Jair Cervantes, De-Shuang Huang, Xiaoou Li, Wen Yu
2013	—	`conf`	Classification of Mexican Paper Currency Denomination by Extracting Their Discriminative Colors. MICAI (2) Farid García-Lamont, Jair Cervantes, Asdrúbal López-Chau, Lisbeth Rodríguez-Mazahua
2013	J	`jnl`	Fisher's decision tree. Expert Syst. Appl. Asdrúbal López-Chau, Jair Cervantes, Lourdes López-García, Farid García-Lamont
2013	B	`conf`	Using Genetic Algorithm to Improve Classification Accuracy on Imbalanced Data. SMC Jair Cervantes, Xiaoou Li, Wen Yu
2012	C	`conf`	DYMOND: an active system for dynamic vertical partitioning of multimedia databases. IDEAS Lisbeth Rodríguez-Mazahua, Xiaoou Li, Jair Cervantes, Farid García-Lamont
2012	B	`conf`	Data Selection Using Decision Tree for SVM Classification. ICTAI Asdrúbal López-Chau, Lourdes López-García, Jair Cervantes, Xiaoou Li, Wen Yu
2012	—	`conf`	Enhancing the Performance of SVM on Skewed Data Sets by Exciting Support Vectors. IBERAMIA José Hernández Santiago, Jair Cervantes, Asdrúbal López-Chau, Farid García-Lamont
2012	J	`jnl`	Fast classification for large data sets via random selection clustering and Support Vector Machines. Intell. Data Anal. Xiaoou Li, Jair Cervantes, Wen Yu
2012	J	`jnl`	Recognition of Mexican banknotes via their color and texture features. Expert Syst. Appl. Farid García-Lamont, Jair Cervantes, Asdrúbal López-Chau
2011	—	`conf`	A Fast SVM Training Algorithm Based on a Decision Tree Data Filter. MICAI (1) Jair Cervantes, Asdrúbal López-Chau, Farid García, Adrián Trueba
2011	—	`conf`	Border Samples Detection for Data Mining Applications Using Non Convex Hulls. MICAI (2) Asdrúbal López-Chau, Xiaoou Li, Wen Yu, Jair Cervantes, Pedro Mejía-Alvarez
2010	Misc	`conf`	A Novel SVM Classification Method for Large Data Sets. GrC Xiaoou Li, Jair Cervantes, Wen Yu
2010	—	`conf`	Support vector candidates pre selection strategy based on non convex hulls. CCE Asdrúbal López-Chau, Xiaoou Li, Wen Yu, Jair Cervantes
2009	B	`conf`	Splice Site Detection in DNA Sequences Using a Fast Classification Algorithm. SMC Jair Cervantes, Xiaoou Li, Wen Yu
2008	J	`jnl`	A Data Reduction Algorithm Based on Support Vector Machines. Res. Comput. Sci. Jair Cervantes, Farid García, Xiaoou Li, Wen Yu
2008	—	`conf`	Multi-Class SVM for Large Data Sets Considering Models of Classes Distribution. DMIN Jair Cervantes, Xiaoou Li, Wen Yu
2008	B	`conf`	Support Vector classification for large data sets by reducing training data with change of classes. SMC Jair Cervantes, Xiaoou Li, Wen Yu
2008	J	`jnl`	Support vector machine classification for large data sets via minimum enclosing ball clustering. Neurocomputing Jair Cervantes, Xiaoou Li, Wen Yu, Kang Li
2007	B	`conf`	Two-stage svm classification for large data sets via randomly reducing and recovering training data. SMC Xiaoou Li, Jair Cervantes, Wen Yu
2006	—	`conf`	Support Vector Machine Classification Based on Fuzzy Clustering for Large Data Sets. MICAI Jair Cervantes, Xiaoou Li, Wen Yu