Front matter (pp. 0–2)

Table of Contents (pp. 3–6)

1.

Adolfo Bustillos, Carmen Santiago, Gustavo Rubín

Earthquakes Insights and Predictions in Mexico Using Machine Learning (pp. 7–20; abstract)

2.

Norma Karen Valencia, Edgar Corona Organiche, Abraham J. Jiménez Alfaro, Griselda Cortés Barrera

Evaluation of Models for Estimating Cardiovascular Risk based on the Framingham Table (pp. 21–30; abstract)

3.

Juan M. Esparza-Gómez, Héctor A. Guerrero-Osuna, Gerardo Ornelas-Vargas, Luis F. Luque-Vega

RNN-LSTM Applied in a Temperature Prediction Model for Greenhouses (pp. 31–41; abstract)

4.

Puxka Acosta-Domínguez, Angel J. Sánchez-García, Candy Obdulia Sosa-Jiménez

Optimization of Combinatorial Software Testing: A Systematic Literature Review (pp. 43–52; abstract)

5.

Patricia Soto-Vázquez, Guillermo Molero-Castillo, Everardo Bárcenas, Rocío Aldeco-Pérez

Machine Learning for the Retail Trade Behavior Analysis in Mexico (pp. 53–65; abstract)

6.

Ricardo C. Villarreal-Calva, Ponciano J. Escamilla-Ambrosio, Juan Humberto Sossa Azuela

Feet Point Cloud Orientation, Localization and Semantic Segmentation (pp. 67–76; abstract)

7.

Luis A. Cundapi López, Carlos A. Ramírez Mendoza, Madain Pérez Patricio, German Ríos Toledo, J. A. de Jesús Osuna Coutiño

3D Plant Geometry Understanding Using a CNN-Superpixel Approach (pp. 77–87; abstract)

8.

Leandro José Rodríguez Hernández, Humberto de Jesús Ochoa Domínguez, Vianey Guadalupe Cruz Sánchez, Osslan Osiris Vergara Villegas, Juan Humberto Sossa Azuela

3D Convolutional Neural Network for Positron Emission Tomography Image Enhancement (pp. 89–99; abstract)

9.

Magdiel García-Juárez, José Anibal Arias-Aguilar, Alberto Elías Petrilli-Barceló

Recognition of Stereotypical Motor Movements in Children with Autism Spectrum Disorder Using a ConvLSTM Network (pp. 101–111; abstract)

10.

Ramon A. Briseño, Rocio Maciel Arellano, Edgar Cossio, Víctor M. Larios, Raul J. Beltrán, José Antonio Orizaga T.

Fatal Cyclist-Car Accidents at Intersections: An Analysis from the Guadalajara Metropolitan Area (pp. 113–125; abstract)

11.

Bruno A. López-Luján, Ángel J. Sánchez-García, Karen Cortés-Verdín

Artificial Intelligence and Component-Based Software Engineering: A Systematic Mapping Study (pp. 127–136; abstract)

12.

Julio Zambrano, Gerardo Reyes-Salgado

Comparison of Machine Learning Algorithms for the Preventive Diagnosis of Robotic Arms for Palletizing (pp. 137–145; abstract)

13.

J. A. Juárez-Lora, Humberto Sossa, Victor H. Ponce-Ponce, Elsa Rubio-Espino, Ricardo Barrón Fernández

Spiking Neural Network Implementation of LQR Control on an Underactuated System (pp. 147–156; abstract)

14.

Omar González Brito, José Luis Tapia Fabela, Silvia Salas Hernández

Selection of Features for Attribution of Authorship Using a Genetic Algorithm and Support Vector Machine as a Function of Aptitude (pp. 157–166; abstract)

15.

Rocio Ochoa-Montiel, Gustavo Olague, Humberto Sossa

Improving Leukemia Image Classification by Extracting and Transferring Knowledge by Evolutionary Vision (pp. 167–176; abstract)

16.

Rocio Ochoa-Montiel, Ismael Llamur, Humberto Sossa, Gustavo Olague

Classical Contrast Enhancement Methods in the Classification of Estrous Cycle Images (pp. 177–185; abstract)

17.

Tonantzin Marcayda Guerrero Velázquez, Juan Humberto Sossa Azuela

A Novel Data Augmentation Method based on XAI (pp. 187–195; abstract)

18.

Juan Carlos Suárez Hernández, Ángel J. Sánchez-García, Oscar Alonso-Ramírez

Features Used to Classify UML Diagrams from Images: a Systematic Literature Review (pp. 197–205; abstract)

19.

Francisco Javier Flores Zermeño, Edgar Gonzalo Cossio Franco

Intelligent IoT Platform for Prediction of Failures in the Reception of Equipment Telemetry Requests (pp. 207–219; abstract)

20.

Griselda Cortés, José Rodríguez, María Vargas, Ernesto Enciso, Jacob Ávila, Adolfo Meléndez, Sergio Vigueras, Humberto Sossa

Hybrid Geodesic System Architecture for Communication and Tracking Tactical Offline (pp. 221–231; abstract)

21.

Xochitl de Jesus Rojas, Carmen Santiago, Claudia Zenteno, Yeiny Romero, Gustavo Rubín, Judith Pérez, Hermes Moreno Álvarez

Metodología para un diseño instruccional basado en inteligencias múltiples e IA (pp. 233–244; abstract)

22.

Naomi García, Julio C. Díaz, Raúl A. Aguilar

Investigación sobre técnicas y estrategias de prueba del software: un estudio de mapeo sistemático sobre la última década (pp. 245–264; abstract)

23.

Alma Partida-Herrera, Geovani Peña-Ramírez, Eduardo Vázquez-Fernández, Arturo Pérez-Cebreros

Aprendizaje automático para la detección de la depresión en redes sociales (pp. 265–276; abstract)

24.

Juan Manuel Cancino-Gordillo, Mireya Tovar-Vidal

Clasificación de diabetes mellitus tipo ii detectando factores de riesgo en un conjunto de datos (pp. 277–286; abstract)

25.

Víctor Romero Bautista, Aldrin Barreto Flores, Salvador E. Ayala Raggi, Verónica E. Bautista López

Detección de lugares disponibles en un estacionamiento (pp. 287–297; abstract)

26.

Victoria Gutiérrez-Vicente, Juan Díaz-Téllez, Jaime Estevez-Carreon, Jhairo Pérez-Pérez

Linear Control of a Two-Wheeled Self Balancing Autonomous Mobile Robot (pp. 299–307; abstract)

27.

Cabrero Dávila Jorge Alberto, Pineda Ivo Humberto

A First Approach to Food Composition Estimation as an Image Classification Problem (pp. 309–316; abstract)

28.

Elizabeth Xicotencatl-Flores, Aldrin Barreto-Flores, Salvador E. Ayala-Raggi, Verónica E. Bautista-López

Localización y reconocimiento de matrículas de automóviles utilizando redes neuronales (pp. 317–327; abstract)

29.

José Ramon Arratia-Zapata, Marco Aurelio Nuño-Maganda, Yahir Hernández-Mier, Said Polanco-Martagón

Sistema de monitoreo remoto de temperatura y humedad utilizando dispositivos móviles e IoT (pp. 329–338; abstract)

30.

Ma. del Carmen Santiago, Ana C. Zenteno, Yeiny Romero, Judith Pérez, Gustavo T. Rubín, Antonio Álvarez, Alexis Meza

Metodología para la detección de mascarilla mediante aprendizaje automático (pp. 339–350; abstract)

31.

Hermes Moreno Álvarez, Juan Flores García, Jesús Eduardo González, Carmen Santiago Díaz, Gustavo Rubín Linares, Catalina Rivera Morales, Vanessa Baeza Olivas, Xochitl de Jesus Rojas

Monitoreo de variables atmosféricas y percepción remota (pp. 351–361; abstract)

Back matter (p. 363)