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ORCID19th MICAI 2020: Mexico City, Mexico - Part I
- Lourdes Martínez-Villaseñor
, Oscar Herrera-Alcántara, Hiram E. Ponce, Félix Castro-Espinoza:
Advances in Soft Computing - 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, Mexico City, Mexico, October 12-17, 2020, Proceedings, Part I. Lecture Notes in Computer Science 12468, Springer 2020, ISBN 978-3-030-60883-5
Machine and Deep Learning
- Edgar Ek-Chacón, Erik Molino-Minero-Re:
LSTM Classification under Changes in Sequences Order. 3-20
Best Paper Award, Second Place
- Antonio Camarena-Ibarrola, Karina Figueroa, Jonathan Garcia:
Speaker Identification Using Entropygrams and Convolutional Neural Networks. 23-34 - Fernando Javier Aguilar Canto:
Convolutional Neural Networks with Hebbian-Based Rules in Online Transfer Learning. 35-49 - Miguel Angel Jara Maldonado, Vicente Alarcón Aquino, Roberto Rosas-Romero:
A Multiresolution Machine Learning Technique to Identify Exoplanets. 50-64 - Marilyn Bello, Gonzalo Nápoles, Rafael Morera, Koen Vanhoof, Rafael Bello:
Outliers Detection in Multi-label Datasets. 65-75 - Luis Márquez-Ordaz, Hiram Ponce:
Implementation of a SVM on an Embedded System: A Case Study on Fall Detection. 76-87 - Ricardo Abel Espinosa-Loera, Hiram Ponce, Sebastián Gutiérrez, Eluney Hernández:
Click Event Sound Detection Using Machine Learning in Automotive Industry. 88-103 - Vanessa Alcalá-Ramírez, Valeria Maeda-Gutiérrez, Laura A. Zanella-Calzada, Adan Valladares-Salgado, José M. Celaya-Padilla, Carlos Eric Galván-Tejada:
Convolutional Neural Network for Classification of Diabetic Retinopathy Grade. 104-118 - Juan Carlos Atenco-Vázquez, Juan Carlos Moreno-Rodríguez, Israel Cruz-Vega, Pilar Gómez-Gil, René Arechiga-Martínez, Juan Manuel Ramírez-Cortés:
Classifiers Ensemble of HMM and d-Vectors in Biometric Speaker Verification. 119-131 - Nayeli Montalvo-Romero, Aarón Montiel-Rosales, Alberto Alfonso Aguilar-Lasserre, Gregorio Fernández Lambert:
Reducing the Risk of Premature Birth Through an Expert System Based on a Neural Network. 132-144 - Leandro Miranda, José Viterbo, Flávia Bernardini:
Impact of Memory Control on Batch Learning in Human Activity Recognition Scenario in Comparison to Data Stream Learning. 145-157 - Magali Arellano-Vázquez, Carlos Minutti-Martinez, Marlene Zamora-Machado:
Automated Characterization and Prediction of Wind Conditions Using Gaussian Mixtures. 158-168 - Lourdes Martínez-Villaseñor, Hiram Ponce, Luis Miralles-Pechuán:
A Survey on Freezing of Gait Detection and Prediction in Parkinson's Disease. 169-181 - Luis Miralles-Pechuán, Matthieu Bellucci, Muhammad Atif Qureshi, Brian Mac Namee:
ZeChipC: Time Series Interpolation Method Based on Lebesgue Sampling. 182-196 - Fatima Khalil, Farva Sardar, Mehreen Gull, Muhammad Aslam, Nafees Ahmad, Ana María Martínez Enríquez:
Machine Leaning Based Urdu Language Tutor for Primary School Students. 197-207
Evolutionary and Metaheuristic Algorithms
- Abel García-Nájera, Saúl Zapotecas Martínez, Roberto Bernal Jaquez:
Selection Schemes Analysis in Genetic Algorithms for the Maximum Influence Problem. 211-222 - Hiram Ponce, Paulo Vitor de Campos Souza:
A Comparative Analysis of Evolutionary Learning in Artificial Hydrocarbon Networks. 223-234 - Karen E. Villagrana-Bañuelos, Laura A. Zanella-Calzada, Irma E. Gonzalez-Curiel, Jorge I. Galván-Tejada, Carlos Eric Galván-Tejada:
Fatty Chain Acids Risk Factors in Sudden Infant Death Syndrome: A Genetic Algorithm Approach. 235-245
Best Paper Award, First Place
- Virginia Yannibelli, Elina Pacini, David A. Monge, Cristian Mateos, Guillermo Rodríguez:
An NSGA-III-Based Multi-objective Intelligent Autoscaler for Executing Engineering Applications in Cloud Infrastructures. 249-263 - Salvador Botello-Aceves, S. Ivvan Valdez, Arturo Hernández Aguirre:
The Improvement Direction Mapping Method. 264-283 - Erick Lara-Cárdenas, Xavier Sánchez-Díaz, Iván Amaya, Jorge M. Cruz-Duarte, José Carlos Ortiz-Bayliss:
A Genetic Programming Framework for Heuristic Generation for the Job-Shop Scheduling Problem. 284-295 - Ana Bricia Galindo-Muro, Jaime Mora-Vargas, Miguel Gastón Cedillo-Campos, Fabiola Regis-Hernández:
A Genetic Algorithm Approach for a Truck and Trailer Routing Problem in a Loading/Unloading Bays Application. 296-310
Soft Computing
- Daniela Kuinchtner, Felipe Meneguzzi, Afonso Sales:
A Tensor-Based Markov Decision Process Representation. 313-324 - Roger Granada, Juarez Monteiro, Nathan Gavenski, Felipe Meneguzzi:
Object-Based Goal Recognition Using Real-World Data. 325-337 - Silvia N. Schiaffino, Ariel Monteserin, Emanuel Quintero:
Comparing Multi-issue Multi-lateral Negotiation Approaches for Group Recommendation. 338-350 - Stanislav L. Belyakov, Alexander V. Bozhenyuk, Igor N. Rozenberg:
Guidance in the Visual Analytics of Cartographic Images in the Decision-Making Process. 351-369 - Eduardo Lopes Pereira Neto, Valdinei Freire, Karina Valdivia Delgado:
Risk Sensitive Markov Decision Process for Portfolio Management. 370-382 - Henrique Dias Pastor, Igor Oliveira Borges, Valdinei Freire, Karina Valdivia Delgado, Leliane Nunes de Barros:
Risk-Sensitive Piecewise-Linear Policy Iteration for Stochastic Shortest Path Markov Decision Processes. 383-395 - Oscar Galindo, Olga Kosheleva, Vladik Kreinovich:
Why Majority Rule Does Not Work in Quantum Computing: A Pedagogical Explanation. 396-401 - Edgar Daniel Rodriguez Velasquez, Olga Kosheleva, Vladik Kreinovich:
How to Decide Which Cracks Should Be Repaired First: Theoretical Explanation of Empirical Formulas. 402-410 - Jirí Mockor:
How Powersets of Individual Fuzzy Sets Can Be Defined? 411-422 - Mou De, Anirban Kundu:
Datacenter Selection in Cloud Framework for Efficient Load Distribution Using a Fuzzy Approach. 423-436 - Marco A. López Medina, José Raymundo Marcial-Romero, Guillermo De Ita Luna, José Antonio Hernández Servín:
A Linear Time Algorithm for Counting #2SAT on Series-Parallel Formulas. 437-447 - Aditi Bankura, Anirban Kundu:
Zone Specific Index Based Model for Data Storage Identification in Search Query Processing. 448-458 - Emmanuel Byrd, Miguel González-Mendoza, Leonardo Chang:
Exploitation of Deaths Registry in Mexico to Estimate the Total Deaths by Influenza Virus: A Preparation to Estimate the Advancement of COVID-19. 459-469 - Vladimir A. Mochalov, Anastasia V. Mochalova:
Application of Expert Systems and Simulation Modeling to Calculate Connectivity Between the Nodes of the Graph. 470-480 - Wilbert Marroquin, Julio Santisteban:
Generation of Pseudo-random Numbers Based on Network Traffic. 481-493
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