Mauricio Gabriel Orozco-del-Castillo

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 19

Top Topics

Iterative Refinement

Classification Models

Convolutional Neural Networks

Top Venues

ICCBR Workshops

Res. Comput. Sci.

Publications

Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García, Esperanza C. Orozco-del-Castillo
Item-Specific Similarity Assessments for Explainable Depression Screening. ICCBR (2024)
Brian A. Cumi-Guzman, Alejandro D. Espinosa-Chim, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García
Counterfactual Explanation of a Classification Model for Detecting SQL Injection Attacks. ICCBR Workshops (2024)
William Orozco-González, Juan Carlos Valdiviezo-Navarro, Mauricio Gabriel Orozco-del-Castillo, Paola Andrea Mejia-Zuluaga, León Dozal
Classification of Dead Trees in Urban Parks Using Aerial Imagery and Convolutional Neural Networks. ICCBR Workshops (2024)
Humberto Parejas-Llanovarced, Marta Caro-Martínez, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García
Case-based selection of explanation methods for neural network image classifiers. Knowl. Based Syst. 288 (2024)
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
Mental Health and Spirituality among Undergraduates in Yucatán: An Exploratory Data Analysis Approach. ICCBR Workshops (2024)
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
Exploring Correlations between Navigational Behaviors and Psychological Responses in Self-Reported Questionnaires Using Classification Trees. ICCBR Workshops (2024)
Juan A. Recio-García, Mauricio Gabriel Orozco-del-Castillo, Jose A. Soladrero
Case-Based Explanation of Classification Models for the Detection of SQL Injection Attacks. ICCBR Workshops (2023)
Christian E. Sosa-Espadas, Mauricio Gabriel Orozco-del-Castillo, Nora L. Cuevas-Cuevas, Juan A. Recio-García
IREX: Iterative Refinement and Explanation of classification models for tabular datasets. SoftwareX 23 (2023)
Moisés Fernando Valdez-Ávila, Carlos Bermejo-Sabbagh, Belén Díaz-Agudo, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García
CBR-fox: A Case-Based Explanation Method for Time Series Forecasting Models. ICCBR (2023)
Esteban E. Brito-Borges, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García
Unsupervised clustering applied to the optimization of a Case-based Reasoning system for the selection of optimal image explanation methods. ICCBR Workshops (2022)
Moisés Fernando Valdez-Ávila, Gerardo Arturo Pérez-Pérez, Humberto Sarabia-Osorio, Carlos Bermejo-Sabbagh, Mauricio Gabriel Orozco-del-Castillo
A Case-based Explanation Method for Weather Forecasting. ICCBR Workshops (2022)
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
Applying explanation methods for the iterative refinement of an ANN-based depression screening tool. ICCBR Workshops (2022)
Moisés Fernando Valdez-Ávila, Gerardo Arturo Pérez-Pérez, Humberto Sarabia-Osorio, Carlos Bermejo-Sabbagh, Mauricio Gabriel Orozco-del-Castillo
CBR-foX: A generic post-hoc case-based reasoning method for the explanation of time-series forecasting. ICCBR Workshops (2022)
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
IREX: A reusable process for the iterative refinement and explanation of classification models. ICCBR Workshops (2022)
Juan A. Recio-García, Humberto Parejas-Llanovarced, Mauricio Gabriel Orozco-del-Castillo, Esteban E. Brito-Borges
A Case-Based Approach for the Selection of Explanation Algorithms in Image Classification. ICCBR (2021)
Jorge Javier Hernández-Gómez, G. A. Yañez-Casas, Alejandro M. Torres-Lara, Carlos Couder-Castañeda, Mauricio Gabriel Orozco-del-Castillo, Juan Carlos Valdiviezo-Navarro, I. Medina, A. Solís-Santomé, D. Vázquez-Álvarez, P. I. Chávez-López
Conceptual low-cost on-board high performance computing in CubeSat nanosatellites for pattern recognition in Earth's remote sensing. iGISc (2019)
Eric Alberto Suárez-Gallareta, Jorge Javier Hernández-Gómez, Gerardo Cetzal-Balam, Mauricio Gabriel Orozco-del-Castillo, Mario Renán Moreno-Sabido, Raúl Alberto Silva-Aguilera
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. Res. Comput. Sci. 147 (5) (2018)
Saul Navarro-Tec, Mauricio Gabriel Orozco-del-Castillo, Juan Carlos Valdiviezo-Navarro, Daniel Rolando Ordaz-Bencomo, Mario Renán Moreno-Sabido, Carlos Bermejo-Sabbagh
Análisis del crecimiento urbano y su relación con el incremento de temperaturas en la ciudad de Mérida utilizando imágenes satelitales. Res. Comput. Sci. 147 (7) (2018)
Ricardo Cordero-Chan, Mauricio Gabriel Orozco-del-Castillo, Mario Renán Moreno-Sabido, Jorge Javier Hernández-Gómez, Gerardo Cetzal-Balam, Carlos Couder-Castañeda
Clasificación de galaxias utilizando procesamiento digital de imágenes y redes neuronales artificiales. Res. Comput. Sci. 147 (7) (2018)
Carlos Couder-Castañeda, Carlos Ortiz-Alemán, Mauricio Gabriel Orozco-del-Castillo, Mauricio Nava-Flores
TESLA GPUs versus MPI with OpenMP for the Forward Modeling of Gravity and Gravity Gradient of Large Prisms Ensemble. J. Appl. Math. 2013 (2013)