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ORCIDMauricio Gabriel Orozco-del-Castillo
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2020 – today
- 2024
[j6]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: 111469 (2024)- [c14]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: 49-64 - [c13]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: 121-130 - [c12]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: 131-142 - [c11]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: 143-156 - [c10]Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García, Esperanza C. Orozco-del-Castillo:
Item-Specific Similarity Assessments for Explainable Depression Screening. ICCBR 2024: 430-444 - [e1]Juan A. Recio-García, Mauricio Gabriel Orozco-del-Castillo, Derek Bridge:
Case-Based Reasoning Research and Development - 32nd International Conference, ICCBR 2024, Merida, Mexico, July 1-4, 2024, Proceedings. Lecture Notes in Computer Science 14775, Springer 2024, ISBN 978-3-031-63645-5 [contents] - 2023
- [j5]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: 101420 (2023) - [c9]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: 200-215 - [c8]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: 200-214 - [d1]Moisés Fernando Valdez-Ávila, Carlos Bermejo-Sabbagh, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García:
Weather Forecasting Time-Series Dataset. IEEE DataPort, 2023
- 2022
- [c7]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: 105-116 - [c6]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: 129-140 - [c5]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: 153-164 - [c4]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: 241-245 - [c3]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: 246-250 - 2021
- [c2]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: 186-200
2010 – 2019
- 2019
- [c1]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:
Conceptual low-cost on-board high performance computing in CubeSat nanosatellites for pattern recognition in Earth's remote sensing. iGISc 2019: 114-122 - 2018
- [j4]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): 319-332 (2018) - [j3]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): 285-294 (2018) - [j2]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): 295-307 (2018) - 2013
- [j1]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: 437357:1-437357:15 (2013)
Coauthor Index
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