Advances in Soft Computing: 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, Mexico City, Mexico, October 12–17, 2020, Proceedings, Part I

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