Table of Contents

• Layer-Wise Relevance Propagation in Multi-label Neural Networks to Identify COVID-19 Associated CoinfectionsMarilyn Bello, Yaumara Aguilera, Gonzalo Nápoles, María M. García, Rafael Bello 0001, Koen Vanhoof. 3-12 [doi]
• A Machine Learning Based Approach for Estimation of the Lung Affectation Degree in CXR Images of COVID-19 PatientsEduardo Garea Llano, Hector A. Castellanos-Loaces, Eduardo Martínez-Montes, Evelio Gonzalez-Dalmau. 13-23 [doi]
• Deep Neural Network to Detect Gender Violence on Mexican TweetsGrisel Miranda, Roberto Alejo, Carlos Castorena, Eréndira Rendón, Javier Illescas, Vicente García 0001. 24-32 [doi]
• Consumer Price Index Forecasting Based on Univariate Time Series and a Deep Neural NetworkReynaldo Rosado, Aldis Joan Abreu, José C. Arencibia, Hector Gonzalez, Yanio Hernandez. 33-42 [doi]
• Application of a Generalized Regression Neural Network to the Estimation of Average Gait SpeedElías O. García Alvaredo, Gianna Arencibia Castellanos, Fidel Ernesto Hernández Montero, Tania Y. Aznielle Rodríguez. 43-51 [doi]
• Gait Speed Estimation Based on Artificial Neural Network: Comparison with the Application of the Inverted Pendulum ModelGianna Arencibia Castellanos, Fidel Ernesto Hernández Montero, Tania Y. Aznielle Rodríguez. 52-59 [doi]
• Scalable Generalized Multitarget Linear Regression With Output Dependence EstimationJulio Camejo Corona, Hector Gonzalez, Carlos Morell 0001. 60-68 [doi]
• Covariance Matrix Adaptation Evolution Strategy for Convolutional Neural Network in Text ClassificationOrlando Grabiel Toledano-López, Julio Madera, Hector Gonzalez, Alfredo Simón-Cuevas. 69-78 [doi]
• A Novel Approach for Detection and Location of Cyber-Attacks in Water Distribution NetworksClaudia Rodríguez Martínez, Marcos Quiñones-Grueiro, Cristina Verde, Orestes Llanes-Santiago. 79-90 [doi]
• Identification of Non-linear Chemical Systems with Neural NetworksReynold Alejandro Oramas Rodríguez, Ana Isabel González Santos, Laura García González. 91-102 [doi]
• Convolutional Neural Networks as Support Tools for Spinocerebellar Ataxia Detection from Magnetic ResonancesRobin Cabeza-Ruiz, Luís Velázquez Pérez, Roberto Pérez-Rodríguez. 103-114 [doi]
• A Hybrid Brain-Computer Interface using Extreme Learning Machines for Motor Intention DetectionRamón Osmany Ramírez Tasé, Denis Delisle Rodríguez, Oluwarotimi Williams Samuel, Alberto López Delis. 115-123 [doi]
• Peripheral Nerve Segmentation in Ultrasound Images Using Conditioned U-NetHarold Mauricio Díaz-Vargas, Cristian Alfonso Jimenez Castaño, David Augusto Cárdenas-Peña, Oscar David Aguirre-Ospina, Álvaro-Ángel Orozco-Gutierrez. 124-133 [doi]
• Assessing the Relationship Between Binarization and OCR in the Context of Deep Learning-Based ID Document AnalysisRubén Sánchez-Rivero, Pavel Bezmaternykh, Annette Morales-González, Francisco José Silva-Mata, Konstantin B. Bulatov. 134-144 [doi]
• Pattern Recognition Strategies to Classify Traced NeuronsJosé Daniel López-Cabrera, Leonardo Agustín Hernández-Pérez, Juan V. Lorenzo-Ginori. 147-157 [doi]
• Evaluation of Hepatic Fibrosis Stages Using the Logical Combinatorial ApproachNathalie Alemán-García, Martha R. Ortiz-Posadas. 158-166 [doi]
• A Proposal of Condition Monitoring with Missing Data and Small-Magnitude Faults in Industrial PlantsJosé Manuel Bernal de Lázaro, Carlos Cruz Corona, Marcelo Lisboa Rocha, Antônio José da Silva Neto, Orestes Llanes-Santiago. 167-176 [doi]
• A Proposal of Metric for Improving Remaining Useful Life Prediction in Industrial SystemsAdriana Villalón-Falcón, Alberto Prieto Moreno, Marcos Quiñones-Grueiro, Orestes Llanes-Santiago. 177-186 [doi]
• A Fuzzy Logic Proposal for Diagnosis Multiple Incipient Faults in a Power TransformerJuan Carlos Fernández Blanco, Luis Benigno Corrales, Félix Herminio Hernández, Israel Francisco Benítez, José Ricardo Núñez. 187-198 [doi]
• A Robust Fault Diagnosis Strategy in Mechanical Systems Using Pythagorean Fuzzy SetsAdrián Rodríguez Ramos, José Luis Verdegay Galdeano, Orestes Llanes-Santiago. 199-210 [doi]
• Prediction of Diabetes Mortality in Mexico City Applying Data ScienceJoaquín Pérez Ortega, Andrea Vega-Villalobos, Nelva Nely Almanza Ortega, Rodolfo A. Pazos Rangel, José Crispín Zavala Díaz, José María Rodríguez-Lelis, Yazmín Hernández. 211-218 [doi]
• Balancing of Samples in Class HierarchyShuhei Aoki, Mineichi Kudo. 219-228 [doi]
• Feature Selection with Class Hierarchy for Imbalance ProblemsTomoya Horio, Mineichi Kudo. 229-238 [doi]
• SVM Based EVM for Open Space ProblemsYasuyuki Kaneko, Mineichi Kudo. 239-248 [doi]
• Data Drive Fuzzy Cognitive Map for Classification ProblemsJairo A. Lefebre-Lobaina, María M. García. 249-259 [doi]
• Extracting Composite Summaries from Qualitative DataCarlos R. Rodríguez Rodríguez, Marieta Peña Abreu, Denis Sergeevich Zuev. 260-269 [doi]
• A Novel Initial Population Construction Heuristic for the DINOS Subgroup Discovery AlgorithmLisandra Bravo Ilisástigui, Lenier Reyes-Morales, Diana Martín, Milton García-Borroto. 270-279 [doi]
• A Survey on the Methods to Determine the Sensitivity of Textual Documents: Solutions and Problems to SolveSaturnino Job Morales Escobar, José Ruiz-Shulcloper, Cristina Juarez-Landin, Osvaldo Andrés Pérez-García, José Sergio Ruiz Castilla. 280-289 [doi]
• Automatic Classification of Diabetic Foot Ulcers Using Computer Vision TechniquesJosé Daniel López-Cabrera, Yusely Ruiz-Gonzalez, Roberto Díaz-Amador, Alberto Taboada-Crispí. 290-299 [doi]
• Image Segmentation Applied to Line Separation and Determination of GPN2 Protein Overexpression for Its Detection in Polyacrylamide GelsJorge Mateo Juárez, María del Rayo Graciela Guevara-VillaJ. R., Anabel Sánchez-Sánchez, Raquel Diaz Hernandez, Leopoldo Altamirano Robles. 303-315 [doi]
• Underwater Image Enhancement Using Adaptive AlgorithmsShaneer Luchman, Serestina Viriri. 316-326 [doi]
• Improving the Robustness of DCT-Based Handwritten Document Image Watermarking Against JPEG-CompressionErnesto Avila-Domenech, Alberto Taboada-Crispí. 327-336 [doi]
• Automated System for the Detection of Lung NodulesE. Martinez-Machado, M. Perez-Diaz, Rubén Orozco-Morales. 337-348 [doi]
• Video and Image Complexity in Human Action RecognitionAndrea Burgos-Madrigal, Leopoldo Altamirano Robles. 349-359 [doi]
• A Wide 2D Median Filter for GPU DevicesMaikel Salas Zaldivar. 360-369 [doi]
• Medical Image Watermarking with Separable MomentsYenner J. Díaz Núñez, Anier Soria-Lorente, Stefan Berres. 370-379 [doi]
• Intra-day Population Fluxes from Mobile Phone Data in Havana, CubaMilton García-Borroto, Orlando Martínez-Durive, Eduardo Sánchez, Humberto Díaz, Alejandro Lage-Castellanos. 383-392 [doi]
• Semantic Segmentation of Radio-Astronomical ImagesCarmelo Pino, Renato Sortino, Eva Sciacca, Simone Riggi, Concetto Spampinato. 393-403 [doi]
• Content-Based Image Retrieval for Surface Defects of Hot Rolled Steel Strip Using Wavelet-Based LBPFatma Zohra Boudani, Nafaa Nacereddine, Nacera Laiche. 404-413 [doi]
• Decision Rules for Radar Detection in the Moments Space with Arbitrary Correlation Degree and Constant False Alarm RateCamilo Guillén, Nelson Chávez. 414-423 [doi]
• Interpretable Diagnosis of ADHD Based on Wavelet Features and Logistic RegressionJulián D. Pastrana-Cortes, Maria Camila Maya-Piedrahita, Paula Marcela Herrera-Gómez, David Cárdenas-Peña, Álvaro-Ángel Orozco-Gutierrez. 424-433 [doi]
• Evaluation of GOI Detectors in EGG Signals Assuming Different Models for the Pulse Length VariabilityCarlos A. Ferrer-Riesgo, Reinier Rodríguez Guillén, Elmar Nöth. 434-443 [doi]