Advances in soft computing : 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, Mexico City, Mexico, October 12-17, 2020 : Proceedings. Part I

The two-volume set LNAI 12468 and 12469 constitutes the proceedings of the 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, held in Mexico City, Mexico, in October 2020. The total of 77 papers presented in these two volumes was carefully reviewed and selected from 186 submissions. The contributions are organized in topical as follows: Part I: machine and deep learning, evolutionary and metaheuristic algorithms, and soft computing. Part II: natural language processing, image processing and pattern recognition, and intelligent applications and robotics. Front Matter ....Pages i-xxii Front Matter ....Pages 1-1 LSTM Classification under Changes in Sequences Order (Edgar Ek-Chacón, Erik Molino-Minero-Re)....Pages 3-20 Front Matter ....Pages 21-21 Speaker Identification Using Entropygrams and Convolutional Neural Networks (Antonio Camarena-Ibarrola, Karina Figueroa, Jonathan García)....Pages 23-34 Convolutional Neural Networks with Hebbian-Based Rules in Online Transfer Learning (Fernando Javier Aguilar Canto)....Pages 35-49 A Multiresolution Machine Learning Technique to Identify Exoplanets (Miguel Jara-Maldonado, Vicente Alarcon-Aquino, Roberto Rosas-Romero)....Pages 50-64 Outliers Detection in Multi-label Datasets (Marilyn Bello, Gonzalo Nápoles, Rafael Morera, Koen Vanhoof, Rafael Bello)....Pages 65-75 Implementation of a SVM on an Embedded System: A Case Study on Fall Detection (Luis Márquez-Ordaz, Hiram Ponce)....Pages 76-87 Click Event Sound Detection Using Machine Learning in Automotive Industry (Ricardo Espinosa, Hiram Ponce, Sebastián Gutiérrez, Eluney Hernández)....Pages 88-103 Convolutional Neural Network for Classification of Diabetic Retinopathy Grade (Vanessa Alcalá-Rmz, Valeria Maeda-Gutiérrez, Laura A. Zanella-Calzada, Adan Valladares-Salgado, José M. Celaya-Padilla, Carlos E. Galván-Tejada)....Pages 104-118 Classifiers Ensemble of HMM and d-Vectors in Biometric Speaker Verification (Juan Carlos Atenco-Vazquez, Juan C. Moreno-Rodriguez, Israel Cruz-Vega, Pilar Gomez-Gil, Rene Arechiga, Juan Manuel Ramirez-Cortes)....Pages 119-131 Reducing the Risk of Premature Birth Through an Expert System Based on a Neural Network (Nayeli Montalvo-Romero, Aarón Montiel-Rosales, Albero Alfonso Aguilar-Lasserre, Gregorio Fernández-Lambert)....Pages 132-144 Impact of Memory Control on Batch Learning in Human Activity Recognition Scenario in Comparison to Data Stream Learning (Leandro Miranda, José Viterbo, Flávia Bernardini)....Pages 145-157 Automated Characterization and Prediction of Wind Conditions Using Gaussian Mixtures (Magali Arellano-Vázquez, Carlos Minutti-Martinez, Marlene Zamora-Machado)....Pages 158-168 A Survey on Freezing of Gait Detection and Prediction in Parkinson’s Disease (Lourdes Martínez-Villaseñor, Hiram Ponce, Luis Miralles-Pechuán)....Pages 169-181 ZeChipC: Time Series Interpolation Method Based on Lebesgue Sampling (Luis Miralles-Pechuán, Matthieu Bellucci, M. Atif Qureshi, Brian Mac Namee)....Pages 182-196 Machine Leaning Based Urdu Language Tutor for Primary School Students (Fatima Khalil, Farva Sardar, Mehreen Gull, Muhammad Aslam, Nafees Ahmad, A. M. Martinez-Enriquez)....Pages 197-207 Front Matter ....Pages 209-209 Selection Schemes Analysis in Genetic Algorithms for the Maximum Influence Problem (Abel García-Nájera, Saúl Zapotecas-Martínez, Roberto Bernal-Jaquez)....Pages 211-222 A Comparative Analysis of Evolutionary Learning in Artificial Hydrocarbon Networks (Hiram Ponce, Paulo Souza)....Pages 223-234 Fatty Chain Acids Risk Factors in Sudden Infant Death Syndrome: A Genetic Algorithm Approach (Karen E. Villagrana-Bañuelos, Laura A. Zanella-Calzada, Irma E. Gonzalez-Curiel, Jorge I. Galván-Tejada, Carlos E. Galván-Tejada)....Pages 235-245 Front Matter ....Pages 247-247 An NSGA-III-Based Multi-objective Intelligent Autoscaler for Executing Engineering Applications in Cloud Infrastructures (Virginia Yannibelli, Elina Pacini, David Monge, Cristian Mateos, Guillermo Rodriguez)....Pages 249-263 The Improvement Direction Mapping Method (Salvador Botello-Aceves, S. Ivvan Valdez, Arturo Hernández-Aguirre)....Pages 264-283 A Genetic Programming Framework for Heuristic Generation for the Job-Shop Scheduling Problem (E. Lara-Cárdenas, X. Sánchez-Díaz, I. Amaya, J. M. Cruz-Duarte, J. C. Ortiz-Bayliss)....Pages 284-295 A Genetic Algorithm Approach for a Truck and Trailer Routing Problem in a Loading/Unloading Bays Application (Ana Bricia Galindo-Muro, Jaime Mora-Vargas, Miguel Gastón Cedillo-Campos, Fabiola Regis-Hernández)....Pages 296-310 Front Matter ....Pages 311-311 A Tensor-Based Markov Decision Process Representation (Daniela Kuinchtner, Felipe Meneguzzi, Afonso Sales)....Pages 313-324 Object-Based Goal Recognition Using Real-World Data (Roger Granada, Juarez Monteiro, Nathan Gavenski, Felipe Meneguzzi)....Pages 325-337 Comparing Multi-issue Multi-lateral Negotiation Approaches for Group Recommendation (Silvia Schiaffino, Ariel Monteserin, Emanuel Quintero)....Pages 338-350 Guidance in the Visual Analytics of Cartographic Images in the Decision-Making Process (Stanislav Belyakov, Alexander Bozhenyuk, Igor Rozenberg)....Pages 351-369 Risk Sensitive Markov Decision Process for Portfolio Management (Eduardo Lopes Pereira Neto, Valdinei Freire, Karina Valdivia Delgado)....Pages 370-382 Risk-Sensitive Piecewise-Linear Policy Iteration for Stochastic Shortest Path Markov Decision Processes (Henrique Dias Pastor, Igor Oliveira Borges, Valdinei Freire, Karina Valdivia Delgado, Leliane Nunes de Barros)....Pages 383-395 Why Majority Rule Does Not Work in Quantum Computing: A Pedagogical Explanation (Oscar Galindo, Olga Kosheleva, Vladik Kreinovich)....Pages 396-401 How to Decide Which Cracks Should Be Repaired First: Theoretical Explanation of Empirical Formulas (Edgar Daniel Rodriguez Velasquez, Olga Kosheleva, Vladik Kreinovich)....Pages 402-410 How Powersets of Individual Fuzzy Sets Can Be Defined? (Jiří Močkoř)....Pages 411-422 Datacenter Selection in Cloud Framework for Efficient Load Distribution Using a Fuzzy Approach (Mou De, Anirban Kundu)....Pages 423-436 A Linear Time Algorithm for Counting #2SAT on Series-Parallel Formulas (Marco A. López-Medina, J. Raymundo Marcial-Romero, Guillermo De Ita-Luna, José A. Hernández)....Pages 437-447 Zone Specific Index Based Model for Data Storage Identification in Search Query Processing (Aditi Bankura, Anirban Kundu)....Pages 448-458 Exploitation of Deaths Registry in Mexico to Estimate the Total Deaths by Influenza Virus: A Preparation to Estimate the Advancement of COVID-19 (Emmanuel Byrd, Miguel González-Mendoza, Leonardo Chang)....Pages 459-469 Application of Expert Systems and Simulation Modeling to Calculate Connectivity Between the Nodes of the Graph (Vladimir Mochalov, Anastasia Mochalova)....Pages 470-480 Generation of Pseudo-random Numbers Based on Network Traffic (Wilbert Marroquin, Julio Santisteban)....Pages 481-493 Back Matter ....Pages 495-497