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ORCID16th MCPR 2024: Xalapa, Mexico
- Efrén Mezura-Montes
, Héctor-Gabriel Acosta-Mesa, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Arturo Olvera-López:
Pattern Recognition - 16th Mexican Conference, MCPR 2024, Xalapa, Mexico, June 19-22, 2024, Proceedings. Lecture Notes in Computer Science 14755, Springer 2024, ISBN 978-3-031-62835-1
Pattern Recognition and Machine Learning Techniques
- Martha Lorena Avendaño-Garrido, Carlos Alberto Hernández-Linares, Brenda Zarahí Medina-Pérez, Varsovia Hernández, Porfirio Toledo, Alejandro León:
Identification of Spatial Dynamic Patterns of Behavior Using Weighted Voronoi Diagrams. 3-12 - Diana Zepeda-Martínez, Angélica Guzmán Ponce, Rosa María Valdovinos Rosas, David Joaquin Delgado Hernandez:
Pattern Recognition in Road Safety: Uncovering the Latent Causes of Accidents on Mexico's Federal Highways. 13-22 - Erick G. G. de Paz, Humberto Vaquera-Huerta, Francisco J. Albores Velasco, John R. Bauer Mengelberg, Juan Manuel Romero Padilla:
A Regression Tree as Acquisition Function for Low-Dimensional Optimisation. 23-33 - José Carlos Ortiz-Bayliss, Anna Karen Gárate-Escamilla, Hugo Terashima-Marín:
Missing Data and Their Effect on Algorithm Selection for the Bin Packing Problem. 34-43 - Eric Valdez-Valenzuela, Angel Kuri-Morales, Helena Gómez-Adorno:
Statistical Evaluation of CESAMO Encoder for Pattern Preservation in Categorical Data. 44-52 - Yanir González-Díaz, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Manuel S. Lazo-Cortés:
Shortest Reducts Versus Shortest Constructs. 53-62 - Alejandro Moreno Martinez, Víctor Manuel Landassuri-Moreno, Asdrúbal López Chau, Saturnino Job Morales Escobar:
Diversity in Genetic Algorithms in the Generation of School Schedules. 63-72 - Edgar Jardón, Marcelo Romero, José Raymundo Marcial-Romero:
Multiobjective Assignment of Citizens to INE Service Modules Using NSGA-II: An Efficient Optimization Approach. 73-83 - Juan Angel Acosta-Ceja, Marvin Coto-Jiménez, Máximo Eduardo Sánchez-Gutiérrez, Alma Rocío Sagaceta-Mejía, Julián Fresán-Figueroa:
Feature Engineering for Music/Speech Detection in Costa Rica Radio Broadcast. 84-95 - Juan-Luis García-Mendoza, Davide Buscaldi, Lázaro Bustio-Martínez, Kata Gábor, Haïfa Zargayouna, Thierry Charnois, Vitali Herrera-Semenets:
Towards a Novel Approach for Knowledge Base Population Using Distant Supervision. 96-106 - Eliaf Y. Garcia-Loya, Mariel Urbina-Escalante, Verónica Reyes-Meza, Humberto Pérez Espinosa, Irvin Hussein López-Nava:
Mapping Activities onto a Two-Dimensional Emotions Model for Dog Emotion Recognition Using Inertial Data. 107-118 - José Eduardo Zárate-Aranda, José Carlos Ortiz-Bayliss:
An Exploratory Study on Machine-Learning-Based Hyper-heuristics for the Knapsack Problem. 119-128
Computer Vision
- Juan Carlos Belen-Luna, Carlos Omar González-Morán, Virgilio Lima-Gómez, Ernesto Suaste-Gómez:
Pattern Recognition of Pupillary Reflex Dynamics to Isoluminescent RGB Chromatic Stimuli. 131-140 - Petra Wiederhold:
On the Minimal Perimeter Polygon for Digital Objects in the Triangular Tiling. 141-154 - José Luis Silván-Cárdenas, Josafat Guerrero-Íñiguez, José M. Madrigal-Gómez:
3BUGS: Representing Building Geometries Extracted from Point Clouds. 155-165 - Daniel A. Martinez-Barba, Luis M. Valentín-Coronado, Israel Becerra, Sebastián Salazar-Colores, Carlos A. Paredes-Orta:
Front-to-Bird's-Eye-View Transformation for Autonomous Vehicles: A Class Imbalance-Based Approach. 166-176 - Sebastián Azamar-Avilés, Martín Granados-Reyes, José Ambrosio-Bastián, Zizilia Zamudio-Beltrán:
Evaluating the Effectiveness of an AI Model with Transfer of Learning in the Educational Attendance Record. 177-187 - Arnold Morales, Elaheh Baharlouei, Thamar Solorio, Hugo Jair Escalante:
Multimodal-Attention Fusion for the Detection of Questionable Content in Videos. 188-199 - Juan Pablo Guerra Ibarra, Francisco Cuevas de la Rosa:
Optimization of Color Dominance Factor by Greedy Algorithm for Leaves and Fruit Segmentation of Tomato Plants. 200-209 - Kevin Saúl Gómez-Molina, Jesus Fonseca-Bustos, Claudia Feregrino Uribe:
A Robust Content Identification System for Picture-In-Picture Attack Detection Using Trainable Background Removal and Perceptual Hashing Functions. 210-219
Medical Applications of Pattern Recognition
- Octavio Mendoza Gómez, Mireya Tovar Vidal, Meliza Contreras González:
Detection of Depression Symptoms Through Unsupervised Learning. 223-232 - Nathalie Valenzuela, Mario Bañuelos:
The Role of California Fires in Predicting Valley Fever. 233-242 - Edgar Gilberto Platas-Campero, Raquel Díaz-Hernández, Leopoldo Altamirano Robles:
Recognition of Leukemic Retinopathy Using Knowledge of Diabetic Retinopathy. 243-252 - Estefania Ruiz Muñoz, Leopoldo Altamirano Robles, Raquel Díaz-Hernández:
Classification of Breast Lesions Using Mammary Sinograms and Deep Learning. 253-263 - Eduardo de Avila-Armenta, José M. Celaya-Padilla, Robert B. A. Adamson, Gamaliel Moreno-Chávez, Antonio Martínez-Torteya, Manuel A. Soto Murillo, Diana L. Jácome-Cadena, Jorge I. Galván-Tejada, M. Hazael Guerrero-Flores, Miguel A. Cid-Baez:
Ultrasound Bone Surface Segmentation for Hip Joint Arthroscopy: Evaluating a Local Phase-Based and a Rigid Object Filtering in a Simulated Environment. 264-273 - Nohemí Sánchez-Medel, Víctor Romero Bautista, Raquel Díaz-Hernández, Leopoldo Altamirano Robles:
Comparison of CNNs and ViTs for the Detection of Human Skin Lesions. 274-283
Language Processing and Recognition
- Antonio Camarena-Ibarrola, Erick Ruiz-Gaona, Karina Figueroa:
Text-Independent Speaker Identification with Glottal Flow and 1D Convolutional Neural Networks. 287-296 - Juan Carlos Olivares Rojas, Juan Gabriel González Serna, José Guadalupe Ramos, Noé Alejandro Castro-Sánchez, Johan Walter González-Murueta:
Towards the Automatic Construction of Multimodal Graphical and Voice Interfaces. 297-307 - Martha Paola Jimenez-Martinez, Irvin Hussein López-Nava, Manuel Montes-y-Gómez:
An Analysis of the Impact of Gender and Age on Perceiving and Identifying Sexist Posts. 308-318 - Verónica Neri Mendoza, Yulia Ledeneva, René Arnulfo García-Hernández, Ángel Hernández-Castañeda:
Relevance of Sentence Features for Multi-document Text Summarization Using Human-Written Reference Summaries. 319-330 - Jonathan Rojas Simón, Yulia Ledeneva, René Arnulfo García-Hernández:
Classification of Human and Machine-Generated Texts Using Lexical Features and Supervised/Unsupervised Machine Learning Algorithms. 331-341 - María del Carmen García-Galindo, Ángel Hernández-Castañeda, René Arnulfo García-Hernández, Yulia Ledeneva:
Identification of Deceptive Texts Using Cascade Classification. 342-352
Deep Learning and Neural Networks
- Dora E. Alvarado-Carrillo, Emmanuel Ovalle-Magallanes, Oscar S. Dalmau-Cedeño:
LCAM-Net: Local Context Attention Network for Diabetic Retinopathy Severity Classification. 355-367 - Andres Cureño Ramirez, Balam García Morgado, Luis Gerardo de la Fraga:
Image Classification with Recurrent Spiking Neural Networks. 368-376 - José-David Velazco-Muñoz, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes:
Reducing Parameters by Neuroevolution in CNN for Steering Angle Estimation. 377-386 - Carlos Orozco-Solis, Alfonso Rojas Domínguez, Héctor Puga, Manuel Ornelas-Rodríguez, Martín Carpio, Valentín Calzada-Ledesma:
Learnable Gabor Filters in CNNs: Avoiding Filter Degeneration via Early Stopping Based on Similarity Metrics. 387-396
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