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22nd MICAI 2024: Tonantzintla, Mexico - Workshops Part I
- Lourdes Martínez-Villaseñor
, Gilberto Ochoa-Ruiz
, Martín Montes Rivera
, María Lucía Barrón-Estrada
, Héctor-Gabriel Acosta-Mesa
:
Advances in Computational Intelligence. MICAI 2024 International Workshops - HIS 2024, WILE 2024, and CIAPP 2024, Tonantzintla, Mexico, October 21-25, 2024, Proceedings, Part I. Lecture Notes in Computer Science 15464, Springer 2025, ISBN 978-3-031-83878-1
HIS 2024
- Hector M. Guajardo, Fevrier Valdez, Patricia Melin, Oscar Castillo, Prometeo Cortés-Antonio:
Comparative Study of Dragonfly and Firefly Algorithms with Type-1 and Type-2 Fuzzy Parameter Adaptation. 3-15 - Francisco Trejo
, Rafael Torres-Escobar
, Alberto Ochoa-Zezzatti
:
Decision Support System Based on Grey Systems and Markov Chain MCGM (1,1) Applied to Improve Forecast for Demand Uncertainty. 16-27 - Alberto Ochoa-Zezzatti, Jose De los Santos, Ángel Ortiz, Maylin Hernandez, Joshuar Reyes:
Integration of Alexa and Social IoT for Generation X: A Study on the Optimization Use of Smart Treadmill to Improve Physical Health. 28-42 - Iván Alejandro Ramos Herrera:
Logarithmic Weighted Random Selector Algorithm: A Novel Approach for Biasing Selection Based on Positional Order Without Hyperparameters. 43-54 - Antonio Muñoz Barrientos, Humberto Muñoz Bautista, Alejandro Padilla Díaz, Francisco Javier Álvarez Rodríguez:
Design and Implementation of a Machine Learning Model for Soccer Match Prediction Based on Player Statistics. 55-66 - Gilberto Espadas-Baños, César Quej-Solís, Manuel Flota Bañuelos, Alberto Ochoa-Zezzatti:
Electric Scooters and Renewable Energy Integration Associated with Tourist Parks: A Dijkstra-Based Model for Smart Mobility Optimization. 67-83 - Jose Luis Acosta Roman, Alberto Ochoa-Zezzatti, Martín Montes Rivera:
Use of Convolutional Neural Networks for the Recognition of Bird Species in Risk Categories in the State of Chihuahua. 84-96 - Ayrton Santos, Claudia I. González, Mario Garcia:
Exploring Deep Learning Applications in Neurodegenerative Diseases: A State-of-the-Art Review. 97-108 - Cesar Torres, Claudia I. González:
Automated Insights: LLMs in Neurodegenerative Disease Research and Comparison. 109-120 - Flossi Puma-Ttito
, Carlos Guerrero-Mendez
, Daniela Lopez-Betancur
, Tonatiuh Saucedo-Anaya
, Rafael Castaneda-Diaz, Luis Martinez-Ytuza:
Convolutional Neural Network Models for Classifying of Peach (Prunus persica L). 121-132 - Rafael Castaneda-Diaz, Daniela Lopez-Betancur
, Carlos Guerrero-Mendez
, Efren Gonzalez-Ramirez, Salvador Gómez-Jiménez, Flossi Puma-Ttito
:
Cleaning Binary Distortion on MNIST Dataset. 133-142 - Cynthia Cristina Martinez Padilla:
Rule-Based Expert System with Bayesian Theory and Fuzzy Inference for Vocational Guidance: A Tool to Prevent School Dropouts. 143-162 - David Alonso Carranza Escobar:
Detection of Basic Motorcycle Faults Using a Fuzzy Bayesian Expert System. 163-179 - Rogelio Rodríguez-Hernández, Nemesio Castillo-Viveros, Alberto Ochoa Ortíz:
Intervention Model with Data Mining Techniques to Work with Dating Violence Victims Using a Social Support Network. 180-198 - Ramiro Esquivel-Félix, Luis Octavio Solís-Sánchez, Alberto Ochoa-Zezzatti
, Celina Lizeth Castañeda-Miranda, Hector Alonso Guerrero-Ozuna:
Enhanced Pest Detection Using Quaternion-Based Image Segmentation in Yellow Sticky Trap Samples for Precision Agriculture. 199-215 - Carlos Iván Ramón Diego, José Ismael Ojeda Campaña, Virginia Berenice Niebla Zatarain
, Alberto Ochoa-Zezzatti
:
Optimization of a Treatment Plant Through the Incorporation of New Waste Separation Components: A TOPSIS-Focused Multi-criteria Analysis Approach. 216-232 - José Roberto Escamilla de Santiago, Alberto Ochoa-Zezzatti
, Aida Yarira Reyes Escalante
:
Multicriteria Analysis Applied to the Selection of Shopping Centers for a Family-Owned Restaurant Business in Smart Cities: A Case Study in Ciudad Juárez. 233-247 - Juan Pablo Canizales-Martinez, Alberto Ochoa-Zezzatti
, Carmen Villar-Patiño
:
Alarm Recommendation Intelligent System for Multilayer Ceramic Capacitor (MLCC) Electroplating Using Case-Based Reasoning and Natural Language Processing. 248-271 - Carlos Condado-Huerta, José Alberto Hernández Aguilar, Martín Heriberto Cruz-Rosales, Víctor Pacheco-Valencia
, Julio César Ponce Gallegos:
Implementation of a Hybrid Tabu Search Algorithm for Solving the Capacitated Vehicle Routing Problem. 272-283 - Alberto Ochoa-Zezzatti, Irma Hernandez-Baez, Axel Bernal, Humberto García Castellanos:
Intelligent System Associated with a Stochastic RoRo Shipping Problem for a Fleet of Differentiated Vehicles and Collection of Specific Problems. 284-296

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