Socio
Centro de Investigación en Matemáticas, A.C., Unidad Mérida
Nivel 1
Visión Computacional
Ciencia de Datos
Reconocimiento Estadístico de Patrones
Procesamiento de Señales
Big Data
Modelación Matemática
Aspectos Académico-Laborales
2023 – Creación de base de datos etiquetada relativo a destinos turísticos para entrenamiento de modelos de inteligencia artificial para clasificación de temáticas relevantes. Finaciamiento: AMIT
Producción Académica
Álvarez-Carmona, M. A., Aranda, R., Rodríguez-González, A. Y., Pellegrin, L., & Carlos, H. (2022). Classifying the Mexican epidemiological semaphore colour from the Covid-19 text Spanish news. Journal of Information Science. DOI: https://doi.org/10.1177/01655515221100952
Miguel Á. Álvarez-Carmona, Ángel Díaz-Pacheco, Ramón Aranda, Ansel Y. Rodríguez-González, Daniel Fajardo-Delgado, Rafael Guerrero-Rodríguez, Lázaro Bustio-Martínez. Overview of Rest-Mex at IberLEF 2022: Recommendation System, Sentiment Analysis and Covid Semaphore Prediction for Mexican Tourist Texts. Procesamiento del Lenguaje Natural, [S.l.], v. 69, p. 289-299, sep. 2022. ISSN 1989-7553. DOI: 10.26342/2022-69-26
Miguel Á. Álvarez-Carmona, Ramón Aranda, Ansel Y. Rodríguez-Gonzalez, Daniel Fajardo-Delgado, María Guadalupe Sánchez, Humberto Pérez-Espinosa, Juan Martínez-Miranda, Rafael Guerrero-Rodríguez, Lázaro Bustio-Martínez, Ángel Díaz-Pacheco, Natural language processing applied to tourism research: A systematic review and future research directions, Journal of King Saud University – Computer and Information Sciences, Volume 34, Issue 10, Part B, 2022, https://doi.org/10.1016/j.jksuci.2022.10.010.
Angel Diaz-Pacheco, Miguel Á. Álvarez-Carmona, Rafael Guerrero-Rodríguez, Luz Angélica Ceballos Chávez, Ansel Y. Rodríguez-González, Juan Pablo Ramírez-Silva & Ramón Aranda (2022) Artificial intelligence methods to support the research of destination image in tourism. A systematic review, Journal of Experimental & Theoretical Artificial Intelligence, DOI: 10.1080/0952813X.2022.2153276
Studying Online Travel Reviews related to tourist attractions using NLP methods: the case of Guanajuato, Mexico, Rafael Guerrero-Rodriguez, Miguel Á. Álvarez-Carmona, Ramón Aranda and Adrián Pastor López-Monroy. Current Issues in Tourism. 2021
Álvarez-Carmona, M. Á., Aranda, R., Arce-Cárdenas, S., Fajardo-Delgado, D., Guerrero-Rodríguez, R., López-Monroy, A. P., Martínez-Miranda, J., Pérez-Espinosa, H. & Rodríguez-González, A. Overview of Rest-Mex at IberLEF 2021: Recommendation System for Text Mexican Tourism. Procesamiento del Lenguaje Natural 67 (2021).
Álvarez-Carmona, M. Á. & Aranda, R. Determinación automática del color del semáforo Mexicano del COVID-19 a partir de las noticias. Research in Computer Science (2021).
Carlos, H., Aranda, R., Velasco, M. R.-D., Rodríguez-González, A. Y. & Méndez-López, M. E. Fishing Gear Pattern Recognition by Including Supervised Autoencoder Dimensional Reduction. IEEE Geoscience and Remote Sensing Letters, 1–5 (2021)
SPARSE RECONSTRUCTION CHALLENGE FOR DIFFUSION MRI: VALIDATION ON A PHYSICAL PHANTOM TO DETERMINE WHICH ACQUISITION SCHEME AND ANALYSIS METHOD TO USE?. L. Ninga, F. Launb, Y. Gurj, E. V. R. DiBellac, S. Deslauriers-Gauthierd, T. Megherbie, A. Ghoshg, M. Zucchellif, G. Menegazf, R. Fickg, S. St-Jeanh, M. Paquetteh, R. Arandai, M. Descoteauxh, R. Dericheg, L. O’Donnella, Y. Rathia. In Medical Image Analysis (Journal). 2015.
LASADD: LINEAR ACCELERATION METHOD FOR ADAPTING DIFFUSION DICTIONARIES, A. K. Loya- Olivas, M. Rivera, R. Aranda, Annual Meeting of the ISMRM, 2015.
RECOVERING DETAILED INTRA-VOXEL WHITE MATTER STRUCTURE BY USING AN ADAPTIVE DIFFUSION DICTIONARY, R. Aranda, M. Rivera, A. Ramirez–Manzanares, Annual Meeting of the ISMRM, 2015.
A FLOCKING BASED METHOD FOR BRAIN TRACTOGRAPHY, R. Aranda, M. Rivera, A. Ramirez- Manzanares. In Medical Image Analysis (Journal). 2014.
SELF-ORIENTED DIFFUSION BASIS FUNCTIONS FOR WHITE MATTER STRUCTURE ESTIMATION, R. Aranda, M. Rivera, A. Ramírez-Manzanares, in ISBI 2013.
DIFFUSION WATER-FROGS TEAM REPORT: SELF-ORIENTED DIFFUSION BASIS FUNCTIONS, R. Aranda, M. Rivera, A. Ramírez-Manzanares, in Workshop on HARDI Reconstruction – ISBI 2013.
FROGS TEAM REPORT: DBFS WITH CONTRASTED ODF, Alonso Ramirez-Manzanares, R. Aranda, M. Rivera, O. Ocegueda, in Workshop on HARDI Reconstruction – ISBI 2013.
DIFFUSION BASIS FUNCTIONS ON SPATIALLY REGULARIZED DW-MRI, A. Ramirez-Manzanares R. Aranda M. Rivera O. Ocegueda, in Workshop on HARDI Reconstruction – ISBI 2012
PARALELIZACIÓN DE PARTÍCULAS MASIVAS PARA LA ESTIMACIÓN DE FIBRAS CEREBRALES USANDO CUDA, R. Aranda M. Rivera A. Ramírez-Manzanares, in the 3dr International Supercomputing in Mexico.