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ORCIDJair Cervantes
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- Jairo Cervantes (aka: Jairo Cervantes Garcia)
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2020 – today
- 2024
[j23]Ernesto García Amaro, Jair Cervantes Canales, Farid García-Lamont, Francisco Marcelo Lara Viveros, José Sergio Ruiz Castilla, Josué Espejel Cabrera:
Use of Computer Vision Techniques for Recognition of Diseases and Pests in Tomato Plants. Computación y Sistemas (CyS) 28(2) (2024)- [j22]Jared Cervantes Canales
, Jair Cervantes Canales, Farid García-Lamont, Arturo Yee Rendón, José Sergio Ruiz Castilla, Lisbeth Rodríguez-Mazahua:
Optimal segmentation of image datasets by genetic algorithms using color spaces. Expert Syst. Appl. 238(Part E): 121950 (2024) - [j21]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): 2371-2388 (2024) - [c34]Josué Espejel, Laura D. Jalili, Jair Cervantes, José Sergio Ruiz Castilla:
Robot Control Using Hand Gestures of the Mexican Sign Language. ICIC (11) 2024: 39-49 - 2023
- [j20]Jair Cervantes, Jared Cervantes Canales, Farid García-Lamont, Arturo Yee Rendón, Josué Espejel Cabrera, Laura D. Jalili:
A comprehensive survey on segmentation techniques for retinal vessel segmentation. Neurocomputing 556: 126626 (2023) - 2022
- [c33]Jared Cervantes Canales, Dalia Luna, Jair Cervantes, Farid García-Lamont:
Optimization of Vessel Segmentation Using Genetic Algorithms. ICIC (1) 2022: 391-400 - 2021
- [j19]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: 115295 (2021) - [c32]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: 59-71 - [c31]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: 276-289 - 2020
- [j18]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): 1352 (2020) - [j17]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: 189-215 (2020) - [j16]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): 1555-1584 (2020) - [j15]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): 59-84 (2020) - [c30]Ernesto García Amaro, Jair Cervantes Canales, Josué Espejel Cabrera, José Sergio Ruiz Castilla, Farid García-Lamont:
Identification of Diseases and Pests in Tomato Plants Through Artificial Vision. ICIC (3) 2020: 98-109 - [c29]Daniel Ayala Niño, Jair Cervantes Canales, Farid García-Lamont, Joel Ayala de la Vega, Guillermo Calderón Zavala:
A Hybrid Convolutional Neural Network for Complex Leaves Identification. ICIC (1) 2020: 291-301
2010 – 2019
- 2018
- [j14]Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau, Lisbeth Rodríguez-Mazahua:
Segmentation of images by color features: A survey. Neurocomputing 292: 1-27 (2018) - [j13]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): 871-889 (2018) - [j12]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: 4304017:1-4304017:21 (2018) - [c28]Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Alfonso Zarco Hidalgo, José Sergio Ruiz Castilla:
Complex Identification of Plants from Leaves. ICIC (3) 2018: 376-387 - [c27]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: 443-455 - 2017
- [j11]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: 187-197 (2017) - [j10]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): 421-451 (2017) - [c26]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: 83-94 - [c25]Sergio Ruiz, Daniel Escudero, Jair Cervantes, Adrián Trueba:
Assigning-Tasks Method for Developers in Software Projects Using up Similarity Coefficients. WEA 2017: 119-128 - 2016
- [j9]José Hernández Santiago, Jair Cervantes Canales, Carlos Hiram Moreno Montiel, Beatriz Hernández Santiago:
Mejora del desempeño de SVM usando un GA y la creación de puntos artificiales para conjuntos de datos no balanceados. Res. Comput. Sci. 116: 93-105 (2016) - [j8]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): 3073-3113 (2016) - [c24]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: 353-362 - [c23]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: 579-590 - [c22]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: 750-761 - [c21]José Sergio Ruiz Castilla, Yulia Ledeneva, Jair Cervantes, Adrián Trueba:
A Model for Knowledge Management in Software Industry. WEA 2016: 3-14 - [c20]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: 103-114 - 2015
- [j7]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: 787-798 (2015) - [c19]Asdrúbal López Chau, Farid García-Lamont, Jair Cervantes:
Classification on Imbalanced Data Sets, Taking Advantage of Errors to Improve Performance. ICIC (3) 2015: 72-78 - [c18]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: 79-86 - [c17]Farid García-Lamont, Jair Cervantes, José Sergio Ruiz Castilla, Asdrúbal López Chau:
Color Characterization Comparison for Machine Vision-Based Fruit Recognition. ICIC (1) 2015: 258-270 - 2014
- [j6]Jair Cervantes, Xiaoou Li, Wen Yu:
Imbalanced data classification via support vector machines and genetic algorithms. Connect. Sci. 26(4): 335-348 (2014) - [j5]José Sergio Ruiz Castilla, José Antonio Díaz García, Jair Cervantes Canales:
API de Google Maps para un mapa de conocimiento de los asesores especializados de un Centro de Desarrollo Empresarial. Res. Comput. Sci. 73: 59-72 (2014) - [c16]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: 782-788 - 2013
- [j4]Asdrúbal López Chau, Jair Cervantes, Lourdes López-García, Farid García-Lamont:
Fisher's decision tree. Expert Syst. Appl. 40(16): 6283-6291 (2013) - [c15]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: 342-349 - [c14]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: 403-412 - [c13]Jair Cervantes, Xiaoou Li, Wen Yu:
Using Genetic Algorithm to Improve Classification Accuracy on Imbalanced Data. SMC 2013: 2659-2664 - 2012
- [j3]Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau:
Recognition of Mexican banknotes via their color and texture features. Expert Syst. Appl. 39(10): 9651-9660 (2012) - [j2]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): 897-914 (2012) - [c12]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: 101-110 - [c11]Asdrúbal López Chau, Lourdes López-García, Jair Cervantes, Xiaoou Li, Wen Yu:
Data Selection Using Decision Tree for SVM Classification. ICTAI 2012: 742-749 - [c10]Lisbeth Rodríguez-Mazahua, Xiaoou Li, Jair Cervantes, Farid García-Lamont:
DYMOND: an active system for dynamic vertical partitioning of multimedia databases. IDEAS 2012: 71-80 - 2011
- [c9]Jair Cervantes, Asdrúbal López Chau, Farid García, Adrián Trueba:
A Fast SVM Training Algorithm Based on a Decision Tree Data Filter. MICAI (1) 2011: 187-197 - [c8]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: 261-272 - 2010
- [c7]Xiaoou Li, Jair Cervantes, Wen Yu:
A Novel SVM Classification Method for Large Data Sets. GrC 2010: 297-302 - [c6]Asdrúbal López Chau, Xiaoou Li, Wen Yu, Jair Cervantes:
Support vector candidates pre selection strategy based on non convex hulls. CCE 2010: 345-350
2000 – 2009
- 2009
- [c5]Jair Cervantes, Xiaoou Li, Wen Yu:
Splice Site Detection in DNA Sequences Using a Fast Classification Algorithm. SMC 2009: 2683-2688 - 2008
- [j1]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): 611-619 (2008) - [c4]Jair Cervantes, Xiaoou Li, Wen Yu:
Multi-Class SVM for Large Data Sets Considering Models of Classes Distribution. DMIN 2008: 30-35 - [c3]Jair Cervantes, Xiaoou Li, Wen Yu:
Support Vector classification for large data sets by reducing training data with change of classes. SMC 2008: 2609-2614 - 2007
- [c2]Xiaoou Li, Jair Cervantes, Wen Yu:
Two-stage svm classification for large data sets via randomly reducing and recovering training data. SMC 2007: 3633-3638 - 2006
- [c1]Jair Cervantes, Xiaoou Li, Wen Yu:
Support Vector Machine Classification Based on Fuzzy Clustering for Large Data Sets. MICAI 2006: 572-582
Coauthor Index
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