Abstract is missing.
- Feature Analysis and Selection for Water Stream ModelingCarlos Moises Chavez-Jimenez, Luis Armando Salazar-Lopez, Kenneth Chapman, Troy Gilmore, Gildardo Sánchez-Ante. 3-12 [doi]
- A Cloud-Based (AWS) Machine Learning Solution to Predict Account Receivables in a Financial InstitutionJavier Rodríguez López, Luis Escamilla, Roberto López-Santillán, Luis Fernando Gaxiola 0001, Luis Carlos González-Gurrola. 13-22 [doi]
- A New Approach for Road Type Classification Using Multi-stage Graph Embedding MethodMohale Emmanuel Molefe, Jules R. Tapamo. 23-35 [doi]
- Removing the Black-Box from Machine LearningAngel Fernando Kuri Morales. 36-46 [doi]
- Using Machine Learning to Identify Patterns in Learner-Submitted Code for the Purpose of AssessmentBotond Tarcsay, Fernando Pérez-Téllez, Jelena Vasic. 47-57 [doi]
- Fitness Function Comparison for Unsupervised Feature Selection with Permutational-Based Differential EvolutionJesús-Arnulfo Barradas-Palmeros, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Rafael Rivera-López. 58-68 [doi]
- A Method for Counting Models on Cubic Boolean FormulasMarco A. López Medina, José Raymundo Marcial-Romero, José Antonio Hernández Servín, Sandra Morales-Hernández. 69-78 [doi]
- Automatic Identification of Learning Styles Through Behavioral PatternsMaría Guadalupe Pineda-Arizmendi, Ángel Hernández-Castañeda, René Arnulfo García-Hernández, Yulia Ledeneva, José Rafael Cruz Reyes. 79-88 [doi]
- Comparison of Classifiers in Challenge SchemeSergio Nava-Muñoz, Mario Graff-Guerrero, Hugo Jair Escalante. 89-98 [doi]
- Robust Zero-Watermarking for Medical Images Based on Deep Learning Feature ExtractionRodrigo Eduardo Arevalo-Ancona, Manuel Cedillo-Hernandez, Ana Elena Ramirez-Rodriguez, Mariko Nakano-Miyatake, Héctor Pérez-Meana. 101-113 [doi]
- Plant Stress Recognition Using Deep Learning and 3D ReconstructionGermán Ríos-Toledo, Madaín Pérez Patricio, Luis Ángel Cundapí-López, Jorge-Luis Camas-Anzueto, Nestor Antonio Morales Navarro, J. A. de Jesús Osuna-Coutiño. 114-124 [doi]
- Segmentation and Classification Networks for Corn/Weed Detection Under Excessive Field VariabilitiesFrancisco Garibaldi-Márquez, Gerardo Ramon Flores, Luis M. Valentín-Coronado. 125-138 [doi]
- Leukocyte Recognition Using a Modified AlexNet and Image to Image GAN Data AugmentationArmando Reyes-Esparza, Mario I. Chacon Murguia, Juan A. Ramirez-Quintana, Carlos Arzate-Quintana. 139-148 [doi]
- Spoofing Detection for Speaker Verification with Glottal Flow and 1D Pure Convolutional NetworksAntonio Camarena-Ibarrola, Karina Figueroa 0001, Axel Plancarte Curiel. 149-158 [doi]
- Estimation of Stokes Parameters Using Deep Neural NetworksJoan Manuel Raygoza-Romero, Irvin Hussein López-Nava, Julio Cesar Ramírez-Vélez. 159-168 [doi]
- Experimental Study of the Performance of Convolutional Neural Networks Applied in Art Media ClassificationJuan Manuel Fortuna-Cervantes, Carlos Soubervielle-Montalvo, Oscar E. Perez-Cham, Rafael Peña-Gallardo, Cesar Puente 0001. 169-178 [doi]
- Hadamard Layer to Improve Semantic Segmentation in Medical ImagesAngello Hoyos, Mariano Rivera. 181-190 [doi]
- Patterns in Genesis of Breast Cancer TumorMoises León, Matías Alvarado 0001. 191-200 [doi]
- Realistic Simulation of Event-Related Potentials and Their Usual Noise and Interferences for Pattern RecognitionIdileisy Torres-Rodríguez, Roberto Díaz-Amador, Beatriz Peón-Pérez, Alberto Hurtado Armas, Alberto Taboada-Crispí. 201-210 [doi]
- Chest X-Ray Imaging Severity Score of COVID-19 PneumoniaEduardo Garea Llano, Abel Díaz Berenguer, Hichem Sahli, Evelio R. Gonzalez-Dalmau. 211-220 [doi]
- Leukocyte Detection with Novel Fully Convolutional Network and a New Dataset of Blood Smear Complete SamplesJuan A. Ramirez-Quintana, Jesus H. Rios-Barrios, Mario I. Chacon Murguia, Carlos Arzate-Quintana, Alma Delia Corral Sáenz. 221-230 [doi]
- Comparison of Deep Learning Architectures in Classification of Microcalcifications Clusters in Digital MammogramsRicardo Salvador Luna Lozoya, Humberto de Jesús Ochoa Domínguez, Juan Humberto Sossa Azuela, Vianey Guadalupe Cruz Sánchez, Osslan Osiris Vergara-Villegas. 231-241 [doi]
- Retinal Artery and Vein Segmentation Using an Image-to-Image Conditional Adversarial NetworkJesús González Godoy, Juan Humberto Sossa Azuela. 242-251 [doi]
- Evaluation of Heatmaps as an Explicative Method for Classifying Acute Lymphoblastic Leukemia CellsJosé de J. Velázquez-Arreola, Oliver A. Zarraga-Vargas, Raquel Díaz-Hernández, Leopoldo Altamirano Robles. 252-260 [doi]
- Machine Learning Models Applied in Sign Language RecognitionEsteban Gustavo Quinde Novillo, Juan Pablo Torres Saldaña, Michael Andres Valdez Alvarez, John Santiago Leon Llivicota, Remigio Ismael Ortiz Hurtado. 263-272 [doi]
- Urdu Semantic Parsing: An Improved SEMPRE Framework for Conversion of Urdu Language Web Queries to Logical FormsNafees Ahmad, Muhammad Aslam 0001, Sana Shams, Ana María Martínez Enríquez. 273-282 [doi]
- Improving the Identification of Abusive Language Through Careful Design of Pre-training TasksHoracio Jesús Jarquín-Vásquez, Hugo Jair Escalante, Manuel Montes-y-Gómez. 283-292 [doi]
- TOPSIS Method for Multiple-Criteria Decision-Making Applied to Trajectory Selection for Autonomous DrivingAndrés Antonio Arenas Muñiz, Dante Mújica-Vargas, Arturo Rendon-Castro, Antonio Luna-Álvarez. 295-307 [doi]
- Machine-Learning Based Estimation of the Bending Magnitude Sensed by a Fiber Optic DeviceLuis M. Valentín-Coronado, Rodolfo Martínez-Manuel, Jonathan Esquivel-Hernández, Sophie LaRochelle. 308-316 [doi]
- Graph-Based Semi-supervised Learning Using Riemannian Geometry Distance for Motor Imagery ClassificationEric Smrkovsky, Hubert Cecotti. 317-326 [doi]