Table of Contents

• Hot Spots & Hot Regions Detection Using Classification Algorithms in BMPs Complexes at the Protein-Protein Interface with the Ground-State Energy FeatureO. Chaparro-Amaro, M. Martínez-Felipe, J. Martínez-Castro. 3-14 [doi]
• Clustering of Twitter Networks Based on Users' Structural ProfileMarisol Flores-Garrido, Luis Miguel García-Velázquez, Rodrigo Sebastian Cortez-Madrigal. 15-24 [doi]
• Lane Changing Model from NGSIM DatasetErik Martinez-Vera, Pedro Bañuelos Sánchez, Gibran Etcheverry. 25-34 [doi]
• A Robust Fault Diagnosis Method in Presence of Noise and Missing Information for Industrial PlantsFrancisco Javier Ortiz Ortiz, Adrián Rodríguez Ramos, Orestes Llanes-Santiago. 35-45 [doi]
• A Preliminary Study of SMOTE on Imbalanced Big Datasets When Dealing with Sparse and Dense High DimensionalityA. Bolívar, Vicente García 0001, Rogelio Florencia, Roberto Alejo, Gilberto Rivera Zárate, Julia Patricia Sánchez-Solís. 46-55 [doi]
• A Novel Survival Analysis-Based Approach for Predicting Behavioral Probability of DefaultCuauhtemoc Daniel Suarez-Ramirez, Juan Carlos Martínez, Octavio Loyola-González. 56-69 [doi]
• Mining Mixed Data Bases Using Machine Learning AlgorithmsAngel Kuri-Morales. 70-80 [doi]
• A CNN-Based Driver's Drowsiness and Distraction Detection SystemJonathan Flores-Monroy, Mariko Nakano-Miyatake, Héctor M. Pérez Meana, Enrique Escamilla Hernández, Gabriel Sanchez-Perez. 83-93 [doi]
• 3D Convolutional Neural Network to Enhance Small-Animal Positron Emission Tomography Images in the Sinogram DomainLeandro José Rodríguez Hernández, Humberto de Jesús Ochoa Domínguez, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Juan Humberto Sossa Azuela, Javier Polanco González. 94-104 [doi]
• Learning Dendrite Morphological Neurons Using Linkage Trees for Pattern ClassificationSamuel Omar Tovias-Alanis, Wilfrido Gómez-Flores, Gregorio Toscano Pulido, Juan Humberto Sossa Azuela. 105-115 [doi]
• Deep Variational Method with Attention for High-Definition Face GenerationEsteban Reyes-Saldana, Mariano Rivera. 116-126 [doi]
• Indoor Air Pollution Forecasting Using Deep Neural NetworksJorge Altamirano-Astorga, Ita-Andehui Santiago-Castillejos, Luz Hernández-Martínez, Edgar Roman-Rangel. 127-136 [doi]
• Extreme Machine Learning Architectures Based on CorrelationHubert Cecotti. 137-146 [doi]
• Evaluating New Set of Acoustical Features for Cry Signal ClassificationSergio Daniel Cano-Ortiz, Yadisbel Martinez-Cañete, Liette Veranes-Vicet. 149-158 [doi]
• Motor Imagery Classification Using Riemannian Geometry in Multiple Frequency Bands with a Weighted Nearest Neighbors ApproachGirish Tiwale, Hubert Cecotti. 159-168 [doi]
• Virtualizing 3D Real Environments Using 2D Pictures Based on PhotogrammetryRafael Mercado Herrera, Vianney Muñoz-Jiménez, Marco Antonio Ramos Corchado, Félix F. Ramos Corchado, José Raymundo Marcial-Romero. 169-180 [doi]
• Factorized U-net for Retinal Vessel SegmentationJavier Gurrola-Ramos, Oscar S. Dalmau, Teresa E. Alarcón. 181-190 [doi]
• Multi-view Learning for EEG Signal Classification of Imagined SpeechSandra Eugenia Barajas Montiel, Eduardo F. Morales 0001, Hugo Jair Escalante. 191-200 [doi]
• Emotion Recognition Using Time-Frequency Distribution and GLCM Features from EEG SignalsOscar Almanza-Conejo, Dora Luz Almanza-Ojeda, Jose L. Contreras-Hernandez, Mario Alberto Ibarra-Manzano. 201-211 [doi]
• Leveraging Multiple Characterizations of Social Media Users for Depression Detection Using Data FusionKarla María Valencia-Segura, Hugo Jair Escalante, Luis Villaseñor Pineda. 215-224 [doi]
• A Wide & Deep Learning Approach for Covid-19 Tweet ClassificationAlberto Valdés-Chávez, J. Roberto López-Santillán, Luis Carlos González-Gurrola, Graciela Ramírez Alonso, Manuel Montes-y-Gómez. 225-234 [doi]
• Does This Tweet Report an Adverse Drug Reaction? An Enhanced BERT-Based Method to Identify Drugs Side Effects in TwitterJosé Alberto Fuentes-Carbajal, Manuel Montes-y-Gómez, Luis Villaseñor Pineda. 235-244 [doi]
• We Will Know Them by Their Style: Fake News Detection Based on Masked N-GramsJennifer Pérez-Santiago, Luis Villaseñor Pineda, Manuel Montes-y-Gómez. 245-254 [doi]
• Multi-document Text Summarization Based on Genetic Algorithm and the Relevance of Sentence FeaturesVerónica Neri Mendoza, Yulia Ledeneva, René Arnulfo García-Hernández, Ángel Hernández-Castañeda. 255-265 [doi]
• On Labelling Pointclouds with the Nearest Facet of Triangulated Building ModelsJose L. Silván-Cárdenas. 269-279 [doi]
• Dust Deposition Classification on the Receiver Tube of the Parabolic Trough Collector: A Deep Learning-Based ApproachAlan Brian Díaz Reyna, Luis M. Valentin-Coronado, Manuel I. Peña-Cruz. 280-290 [doi]
• Cable-Driven Parallel Robot Controlled by Servo-Vision SystemAndrés García-Vanegas, Camilo Leiton-Murcia, Manuel Guillermo Forero, Antonio González-Rodríguez, Fernando Jose Castillo-García. 291-302 [doi]
• OSLeD-wA: A One-Stage Lesion Detection Method with Attention MechanismsSebastián Rascón-Cervantes, Graciela Ramírez Alonso, Juan A. Ramirez-Quintana, Manuel Montes-y-Gómez, Roberto López-Santillán. 305-315 [doi]
• Detection of Pain Caused by a Thermal Stimulus Using EEG and Machine LearningRogelio Sotero Reyes-Galaviz, Omar Mendoza-Montoya, Javier Mauricio Antelis. 316-327 [doi]
• A Lightweight Convolutional Neural Network for Breast Cancer Diagnosis with Histology ImagesJuan A. Ramirez-Quintana, Ivan Acosta-Lara, Graciela Ramírez Alonso, Mario Ignacio Chacon Murguia, Alma Delia Corral Sáenz. 328-337 [doi]
• Efficient Methodology Based on Convolutional Neural Networks with Augmented Penalization on Hard-to-Classify Boundary Voxels on the Task of Brain Lesion SegmentationGustavo Ulloa, Alejandro Veloz, Héctor Allende-Cid, Raúl Monge, Héctor Allende. 338-347 [doi]
• Delimitation of Benign and Malignant Masses in Breast Ultrasound by Clustering of Intuitionistic Fuzzy Superpixels Using DBSCAN AlgorithmDante Mújica-Vargas, Antonio Luna-Álvarez, Alberto Rosales-Silva, Andrea Palacios-Cervantes. 348-359 [doi]
• Machine Learning and Symbolic Learning for the Recognition of Leukemia L1, L2 and L3Rocío Ochoa-Montiel, Humberto Sossa, Gustavo Olague, Carlos Sánchez-López. 360-369 [doi]