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ORCID22nd MICAI 2023: Yucatán, Mexico - Part I
- Hiram Calvo
, Lourdes Martínez-Villaseñor, Hiram E. Ponce:
Advances in Computational Intelligence - 22nd Mexican International Conference on Artificial Intelligence, MICAI 2023, Yucatán, Mexico, November 13-18, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14391, Springer 2024, ISBN 978-3-031-47764-5
Machine Learning
- Nisar Hussain, Amna Qasim, Zia-ud-din Akhtar, Ayesha Qasim, Gull Mehak, Luciana del Socorro Espindola Ulibarri, Olga Kolesnikova, Alexander F. Gelbukh:
Stock Market Performance Analytics Using XGBoost. 3-16 - Mayra Alejandra Rivera-Ruiz, Sandra Leticia Juárez-Osorio, Andres Mendez-Vazquez, José Mauricio López-Romero, Eduardo Rodriguez-Tello:
1D Quantum Convolutional Neural Network for Time Series Forecasting and Classification. 17-35 - Lorena Isabel Barona López, César Israel León Cifuentes, José Miguel Muñoz Oña, Ángel Leonardo Valdivieso Caraguay, Marco E. Benalcázar:
Hand Gesture Recognition Applied to the Interaction with Video Games. 36-52 - Oscar Federico Garcia-Castro, Luis Enrique Ramos Velasco, Rodolfo García-Rodríguez, Mario Alejandro Vega Navarrete, Enrique Escamilla Hernández:
Multiresolution Controller Based on Window Function Networks for a Quanser Helicopter. 53-64 - Esteban Guerra-Bravo, Arturo Baltazar, Antonio J. Balvantín:
Semi-supervised Learning of Non-stationary Acoustic Signals Using Time-Frequency Energy Maps. 65-76 - Edmundo Bernardo, Kaiulani Lorenzo, Guillermo Reyes, Hiram Ponce:
Predict Email Success Based on Text Content. 77-83 - Leticia Oyuki Rojas-Perez, Alejandro Gutierrez-Giles, José Martínez-Carranza:
Neural Drone Racer Mentored by Classical Controllers. 84-98 - Sergio Alejandro Arizmendi Flores, Asdrubal Paz, Javier González, Hiram Ponce:
Eye Control and Motion with Deep Reinforcement Learning: In Virtual and Physical Environments. 99-109 - Ricardo Fernando Morfín-Chávez, Jesús Javier Gortarez-Pelayo, Irvin Hussein López-Nava:
Fingerspelling Recognition in Mexican Sign Language (LSM) Using Machine Learning. 110-120 - Arturo Ortega, Mónica Borunda, Luis Conde, Carlos D. García-Beltrán:
Load Demand Forecasting Using a Long-Short Term Memory Neural Network. 121-137
Computer Vision and Image Processing
- Victor Hernández-Manrique, Miguel González-Mendoza, Carlos Vilchis, Mauricio Mendez-Ruiz, Carmina Pérez-Guerrero:
Benchmark Analysis for Backbone Optimization in a Facial Reconstruction Model. 141-151 - Erick Zúniga, Thomas Batard, Jean-Bernard Hayet:
T(G)V-NeRF: A Strong Baseline in Regularized Neural Radiance Fields with Few Training Views. 152-167 - Natalia Huitzil Santamaría, Thomas Batard, Carlos Brito-Loeza:
Nonlinear DIP-DiracVTV Model for Color Image Restoration. 168-181 - Filiberto Perez-Montes, Jesus Olivares-Mercado, Gabriel Sanchez-Perez:
An Efficient Facial Verification System for Surveillance that Automatically Selects a Lightweight CNN Method and Utilizes Super-Resolution Images. 182-197 - Keny Chin, Thomas Batard:
Nonlinear L2-DiracVTV Model for Color Image Restoration. 198-212 - Eduardo Guarduño-Martinez, Jorge Francisco Ciprián-Sánchez, Valente Vazquez-Garcia, Miguel González-Mendoza, Gerardo Rodriguez-Hernandez, Adriana Palacios, Lucile Rossi-Tisson, Gilberto Ochoa-Ruiz:
An FPGA Smart Camera Implementation of Segmentation Models for Drone Wildfire Imagery. 213-226
Intelligent Systems
- Mariela Morveli Espinoza, Juan Carlos Nieves, Cesar Augusto Tacla:
An Argumentation-Based Approach for Generating Explanations in Activity Reasoning. 229-240 - Vitali Herrera-Semenets, Lázaro Bustio-Martínez, Raudel Hernández-León, Jan van den Berg:
A Decision Tree Induction Algorithm for Efficient Rule Evaluation Using Shannon's Expansion. 241-252 - Rodrigo Albarrán, Chan Le Duc:
Reasoning in DL-LiteR Based Knowledge Base Under Category Semantics. 253-270 - Jorge Cervantes-Ojeda, María del Carmen Gómez Fuentes, Julián Fresán-Figueroa:
Applying Genetic Algorithms to Validate a Conjecture in Graph Theory: The Minimum Dominating Set Problem. 271-282 - Cristobal Lecca, Armando Zegarra, Julio Santisteban:
Random Number Generator Based on Hopfield Neural Network with Xorshift and Genetic Algorithms. 283-295 - Víctor Gonzalo Rivero Martínez, Maricela Quintana López, Asdrúbal López Chau, Víctor Manuel Landassuri-Moreno:
Using Compiler Errors Messages to Feedback High School Students Through Machine Learning Methods. 296-308 - José A. López, Felipe Morales-Osorio, Maximiliano Lara, Jonás Velasco, Claudia N. Sánchez:
Bayesian Network-Based Multi-objective Estimation of Distribution Algorithm for Feature Selection Tailored to Regression Problems. 309-326 - Juan Villegas-Cortéz, Graciela Román-Alonso, Francisco Fernández de Vega, Yafte A. Flores-Morales, Salomón Cordero-Sánchez:
Implementation of Parallel Evolutionary Convolutional Neural Network for Classification in Human Activity and Image Recognition. 327-345
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