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20th MICAI 2021: Mexico City, Mexico - Part I
- Ildar Z. Batyrshin
, Alexander F. Gelbukh
Advances in Computational Intelligence - 20th Mexican International Conference on Artificial Intelligence, MICAI 2021, Mexico City, Mexico, October 25-30, 2021, Proceedings, Part I. Lecture Notes in Computer Science 13067, Springer 2021, ISBN 978-3-030-89816-8
Machine and Deep Learning
- Laura Cleofas-Sánchez, Anabel Pineda Briseño
Identifying Optimal Clusters in Purchase Transaction Data. 3-22 - Enrique González-Núñez
Artificial Organic Networks Approach Applied to the Index Tracking Problem. 23-43 - Gustavo Bartz Guedes
Supervised Learning Approach for Section Title Detection in PDF Scientific Articles. 44-54 - Jairo Enrique Ramírez Sánchez
Real-Time Mexican Sign Language Interpretation Using CNN and HMM. 55-68 - Uriel Escalona, Erik Zamora, Humberto Sossa:
RiskIPN: Pavement Risk Database for Segmentation with Deep Learning. 69-80 - Ishrat Jahan Ananya
A Comparative Study on Approaches to Acoustic Scene Classification Using CNNs. 81-91 - Eric Valdez-Valenzuela, Angel Kuri-Morales, Helena Gómez-Adorno:
Measuring the Effect of Categorical Encoders in Machine Learning Tasks Using Synthetic Data. 92-107 - Leonid Ugadiarov, Alexey Skrynnik, Aleksandr I. Panov
Long-Term Exploration in Persistent MDPs. 108-120 - Jesús García-Ramírez
Source Task Selection in Time Series via Performance Prediction. 121-130 - Mauricio Mendez-Ruiz, Ivan Garcia, Jorge Gonzalez-Zapata, Gilberto Ochoa-Ruiz
Finding Significant Features for Few-Shot Learning Using Dimensionality Reduction. 131-142 - Mónica Borunda, Adrián Ramírez, Nayeli Liprandi, Miriam Rodríguez, Alejandro Sánchez:
Seasonality Atlas of Solar Radiation in Mexico. 143-157
Best Paper Award, Third Place
- Carmina Pérez-Guerrero, Adriana Palacios, Gilberto Ochoa-Ruiz
Comparing Machine Learning Based Segmentation Models on Jet Fire Radiation Zones. 161-172 - David Díaz, Regina Marta, Germán Ortega, Hiram Ponce:
A Machine Learning Approach for Modeling Safety Stock Optimization Equation in the Cosmetics and Beauty Industry. 173-186 - Leonardo Delgado
DBSCAN Parameter Selection Based on K-NN. 187-198 - Cuauhtemoc Daniel Suarez-Ramirez
Deep Learning Architectures Applied to Mosquito Count Regressions in US Datasets. 199-212 - Ivan Feliciano-Avelino
Causal Based Action Selection Policy for Reinforcement Learning. 213-227 - Juan-José-Ignacio Lázaro-Lázaro, Eddy Sánchez-Delacruz
Performance Evaluation of Artificial Neural Networks Applied in the Classification of Emotions. 228-238 - Paula Rodriguez, Alberto Ochoa-Zezzatti, José Mejía:
Machine Learning Algorithms Based on the Classification of Motor Imagination Signals Acquired with an Electroencephalogram. 239-249
Image Processing and Pattern Recognition
- Marlene Elizabeth López-Jiménez
Touchless Fingerphoto Extraction Based on Deep Learning and Image Processing Algorithms; A Preview. 253-264 - Andrés Alberto López Esquivel
Real Time Distraction Detection by Facial Attributes Recognition. 265-276 - Felipe Moreno Vera
Urban Perception: Can We Understand Why a Street Is Safe? 277-288 - Aldrich A. Cabrera-Ponce
Continual Learning for Multi-camera Relocalisation. 289-302 - Benjamin Mario Sainz-Tinajero
Facing a Pandemic: A COVID-19 Time Series Analysis of Vaccine Impact. 303-314 - Juan J. Martínez, Alexander F. Gelbukh, Hiram Calvo:
COVID-19 on the Time, Countries Deaths Monitoring and Comparison Dealing with the Pandemic. 315-326 - Aicha-Baya Goumeidane, Nafaa Nacereddine
Linear Structures Identification in Images Using Scale Space Radon Transform and Multiscale Image Hessian. 327-340 - Cecilia Irene Loeza Mejía
Deep Neural Networks for Biomedical Image Segmentation: Trends and Best Practices. 341-352
Evolutionary and Metaheuristic Algorithms
- Ramón Hinojosa Alejandro
Mexican Stock Return Prediction with Differential Evolution for Hyperparameter Tuning. 355-368 - Luis A. Márquez-Vega
Towards a Pareto Front Shape Invariant Multi-Objective Evolutionary Algorithm Using Pair-Potential Functions. 369-382 - Virginia Yannibelli, Elina Pacini, David A. Monge, Cristian Mateos, Guillermo Rodríguez:
Endowing the MIA Cloud Autoscaler with Adaptive Evolutionary and Particle Swarm Multi-Objective Optimization Algorithms. 383-400
Best Paper Award, First Place
- Abel García-Nájera
Multi-objective Release Plan Rescheduling in Agile Software Development. 403-414
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