Mauricio Gabriel Orozco-del-Castillo

According to our database, Mauricio Gabriel Orozco-del-Castillo authored at least 21 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Case-based selection of explanation methods for neural network image classifiers.

Humberto Parejas-Llanovarced, Marta Caro-Martínez, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García

Knowl. Based Syst., 2024

Item-Specific Similarity Assessments for Explainable Depression Screening.

Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García, Esperanza C. Orozco-del-Castillo

Proceedings of the Case-Based Reasoning Research and Development, 2024

Classification of Dead Trees in Urban Parks Using Aerial Imagery and Convolutional Neural Networks.

William Orozco-González, Juan Carlos Valdiviezo-Navarro, Mauricio Gabriel Orozco-del-Castillo, Paola Andrea Mejia-Zuluaga, León Dozal

Proceedings of the Workshops at the 32nd International Conference on Case-Based Reasoning (ICCBR-WS 2024) co-located with the 32nd International Conference on Case-Based Reasoning (ICCBR 2024), 2024

Exploring Correlations between Navigational Behaviors and Psychological Responses in Self-Reported Questionnaires Using Classification Trees.

Raúl A. Novelo-Cruz, Mauricio Gabriel Orozco-del-Castillo, Esperanza C. Orozco-del-Castillo, Nora L. Cuevas-Cuevas, Pedro A. G. Ortiz-Sánchez, Jesús Sandoval-Gio

Proceedings of the Workshops at the 32nd International Conference on Case-Based Reasoning (ICCBR-WS 2024) co-located with the 32nd International Conference on Case-Based Reasoning (ICCBR 2024), 2024

Counterfactual Explanation of a Classification Model for Detecting SQL Injection Attacks.

Brian A. Cumi-Guzman, Alejandro D. Espinosa-Chim, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García

Proceedings of the Workshops at the 32nd International Conference on Case-Based Reasoning (ICCBR-WS 2024) co-located with the 32nd International Conference on Case-Based Reasoning (ICCBR 2024), 2024

Mental Health and Spirituality among Undergraduates in Yucatán: An Exploratory Data Analysis Approach.

Nora L. Cuevas-Cuevas, Esperanza C. Orozco-del-Castillo, Mauricio Gabriel Orozco-del-Castillo, Pedro A. G. Ortiz-Sánchez, Carlos Bermejo-Sabbagh, Jesús Sandoval-Gio

Proceedings of the Workshops at the 32nd International Conference on Case-Based Reasoning (ICCBR-WS 2024) co-located with the 32nd International Conference on Case-Based Reasoning (ICCBR 2024), 2024

2023

IREX: Iterative Refinement and Explanation of classification models for tabular datasets.

Christian E. Sosa-Espadas, Mauricio Gabriel Orozco-del-Castillo, Nora L. Cuevas-Cuevas, Juan A. Recio-García

SoftwareX, July, 2023

Weather Forecasting Time-Series Dataset.

Moisés Fernando Valdez-Ávila, Carlos Bermejo-Sabbagh, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García

Dataset, May, 2023

CBR-fox: A Case-Based Explanation Method for Time Series Forecasting Models.

Moisés Fernando Valdez-Ávila, Carlos Bermejo-Sabbagh, Belén Díaz-Agudo, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García

Proceedings of the Case-Based Reasoning Research and Development, 2023

Case-Based Explanation of Classification Models for the Detection of SQL Injection Attacks.

Juan A. Recio-García, Mauricio Gabriel Orozco-del-Castillo, Jose A. Soladrero

Proceedings of the Workshops at the 31st International Conference on Case-Based Reasoning (ICCBR-WS 2023) co-located with the 31st International Conference on Case-Based Reasoning (ICCBR 2023), 2023

2022

CBR-foX: A generic post-hoc case-based reasoning method for the explanation of time-series forecasting.

Moisés Fernando Valdez-Ávila, Gerardo Arturo Pérez-Pérez, Humberto Sarabia-Osorio, Carlos Bermejo-Sabbagh, Mauricio Gabriel Orozco-del-Castillo

Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

A Case-based Explanation Method for Weather Forecasting.

Moisés Fernando Valdez-Ávila, Gerardo Arturo Pérez-Pérez, Humberto Sarabia-Osorio, Carlos Bermejo-Sabbagh, Mauricio Gabriel Orozco-del-Castillo

Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

IREX: A reusable process for the iterative refinement and explanation of classification models.

Christian E. Sosa-Espadas, Manuel Cetina-Aguilar, Jose A. Soladrero, Jesus M. Darias, Esteban E. Brito-Borges, Nora L. Cuevas-Cuevas, Mauricio Gabriel Orozco-del-Castillo

Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

Applying explanation methods for the iterative refinement of an ANN-based depression screening tool.

Christian E. Sosa-Espadas, Manuel Cetina-Aguilar, Jose A. Soladrero, Jesus M. Darias, Esteban E. Brito-Borges, Nora L. Cuevas-Cuevas, Mauricio Gabriel Orozco-del-Castillo

Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

Unsupervised clustering applied to the optimization of a Case-based Reasoning system for the selection of optimal image explanation methods.

Esteban E. Brito-Borges, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García

Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

2021

A Case-Based Approach for the Selection of Explanation Algorithms in Image Classification.

Juan A. Recio-García, Humberto Parejas-Llanovarced, Mauricio Gabriel Orozco-del-Castillo, Esteban E. Brito-Borges

Proceedings of the Case-Based Reasoning Research and Development, 2021

2019

Conceptual low-cost on-board high performance computing in CubeSat nanosatellites for pattern recognition in Earth's remote sensing.

Jorge Javier Hernández-Gómez, G. A. Yañez-Casas, Alejandro M. Torres-Lara, Carlos Couder-Castañeda, Mauricio Gabriel Orozco-del-Castillo, Juan Carlos Valdiviezo-Navarro, Isaac Medina, Arturo Solís-Santomé, D. Vázquez-Álvarez, P. I. Chávez-López

Proceedings of the 1st International Conference on Geospatial Information Sciences, 2019

2018

Sistema híbrido basado en redes neuronales artificiales y descomposición modal empírica para la evaluación de la interrelación entre la irradiancia solar total y el calentamiento global.

Eric Alberto Suárez-Gallareta, Jorge Javier Hernández-Gómez, Gerardo Cetzal-Balam, Mauricio Gabriel Orozco-del-Castillo, Mario Renán Moreno-Sabido, Raúl Alberto Silva-Aguilera

Res. Comput. Sci., 2018

Análisis del crecimiento urbano y su relación con el incremento de temperaturas en la ciudad de Mérida utilizando imágenes satelitales.

Saul Navarro-Tec, Mauricio Gabriel Orozco-del-Castillo, Juan Carlos Valdiviezo-Navarro, Daniel Rolando Ordaz-Bencomo, Mario Renán Moreno-Sabido, Carlos Bermejo-Sabbagh

Res. Comput. Sci., 2018

Clasificación de galaxias utilizando procesamiento digital de imágenes y redes neuronales artificiales.

Ricardo Cordero-Chan, Mauricio Gabriel Orozco-del-Castillo, Mario Renán Moreno-Sabido, Jorge Javier Hernández-Gómez, Gerardo Cetzal-Balam, Carlos Couder-Castañeda

Res. Comput. Sci., 2018

2013

TESLA GPUs versus MPI with OpenMP for the Forward Modeling of Gravity and Gravity Gradient of Large Prisms Ensemble.

Carlos Couder-Castañeda, Carlos Ortiz-Alemán, Mauricio Gabriel Orozco-del-Castillo, Mauricio Nava-Flores

J. Appl. Math., 2013