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ORCIDEdwin Aldana-Bobadilla
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Books and Theses
- 2015
[b1]Edwin Aldana-Bobadilla:
Método de clustering basado en el principio de máxima entropia. UNAM, Mexico, 2015
Journal Articles
- 2024
- [j15]Edwin Aldana-Bobadilla
, Víctor Jesús Sosa Sosa, Alejandro Molina-Villegas, Karina Gazca-Hernandez, José Angel Olivas:
An Eclectic Approach for Enhancing Language Models Through Rich Embedding Features. IEEE Access 12: 100921-100938 (2024) - [j14]Hiram Galeana-Zapién, Edwin Aldana-Bobadilla, Jaime Arciniegas-García, Jordy Vargas-Gómez, José Villalobos-Silva:
A flexible framework for coding and predicting acute hypotensive episodes using Markov chains. Knowl. Based Syst. 284: 111237 (2024) - [j13]Melesio Crespo-Sanchez, Ivan López-Arévalo, Edwin Aldana-Bobadilla, Helena Gómez-Adorno, José Luis González Compeán:
Spectrep: A software for spectral representation of text content. SoftwareX 27: 101849 (2024) - 2023
- [j12]Nelson E. Ordóñez-Guillén, José Luis González Compeán, Ivan López-Arévalo, Miguel Contreras-Murillo, Edwin Aldana-Bobadilla:
Machine learning based study for the classification of Type 2 diabetes mellitus subtypes. BioData Min. 16(1) (2023) - 2022
- [j11]Mario Garza-Fabre, Aarón Leonardo Sánchez-Martínez, Edwin Aldana-Bobadilla, Ricardo Landa Becerra:
Decision Making in Evolutionary Multiobjective Clustering: A Machine Learning Challenge. IEEE Access 10: 117281-117303 (2022) - [j10]Melesio Crespo-Sanchez, Ivan López-Arévalo, Edwin Aldana-Bobadilla, Alejandro Molina-Villegas:
A content spectral-based text representation. J. Intell. Fuzzy Syst. 42(5): 4599-4610 (2022) - 2020
- [j9]Ivan López-Arévalo, Edwin Aldana-Bobadilla, Alejandro Molina-Villegas, Hiram Galeana-Zapién, Victor Muñiz-Sanchez, Saul Gausin-Valle:
A Memory-Efficient Encoding Method for Processing Mixed-Type Data on Machine Learning. Entropy 22(12): 1391 (2020) - [j8]Edwin Aldana-Bobadilla, Alejandro Molina-Villegas, Ivan López-Arévalo, Shanel Reyes-Palacios, Victor Muñiz-Sanchez, Jean Arreola-Trapala:
Adaptive Geoparsing Method for Toponym Recognition and Resolution in Unstructured Text. Remote. Sens. 12(18): 3041 (2020) - [j7]Edgar A. Esquivel-Mendiola, Hiram Galeana-Zapién, David Covarrubias, Edwin Aldana-Bobadilla:
Distributed Algorithm for Base Station Assignment in 4G/5G Machine-Type Communication Scenarios with Backhaul Limited Conditions. Sensors 20(22): 6553 (2020) - [j6]Julio Noe Hernandez, José-Lázaro Martínez-Rodríguez, Ivan López-Arévalo, Ana B. Ríos-Alvarado, Edwin Aldana-Bobadilla:
FEEL: Framework for the integration of Entity Extraction and Linking systems. J. Web Semant. 61-62: 100561 (2020) - 2019
- [j5]Alejandro Molina-Villegas, Oscar S. Siordia, Edwin Aldana-Bobadilla, César Aguilar Aguilar, Olga Acosta:
Extracción automática de referencias geoespaciales en discurso libre usando técnicas de procesamiento de lenguaje natural y teoría de la accesibilidad. Proces. del Leng. Natural 63: 143-146 (2019) - [j4]Edwin Aldana-Bobadilla, Angel Kuri-Morales, Ivan López-Arévalo, Ana B. Ríos-Alvarado:
An unsupervised learning approach for multilayer perceptron networks - Learning driven by validity indices. Soft Comput. 23(21): 11001-11013 (2019) - 2018
- [j3]Edwin Aldana-Bobadilla, Ivan López-Arévalo, Hiram Galeana-Zapién, Melesio Crespo-Sanchez:
A Generalized Clustering Method Based on Validity Indices and Membership Functions. IEEE Access 6: 75912-75923 (2018) - 2017
- [j2]Edwin Aldana-Bobadilla, Ivan López-Arévalo, Alejandro Molina-Villegas:
A novel data reduction method based on information theory and the Eclectic Genetic Algorithm. Intell. Data Anal. 21(4): 803-826 (2017) - 2015
- [j1]Edwin Aldana-Bobadilla, Ángel Fernando Kuri Morales:
A Clustering Method Based on the Maximum Entropy Principle. Entropy 17(1): 151-180 (2015)
Conference and Workshop Papers
- 2022
- [c12]Melesio Crespo-Sanchez, Helena Gómez-Adorno, Ivan López-Arévalo, Edwin Aldana-Bobadilla, Karla Salas-Jimenez, Jorge Cortes-Lopez:
A content spectral-based analysis for authorship verification. CLEF (Working Notes) 2022: 2416-2425 - [c11]Aarón Leonardo Sánchez-Martínez, Mario Garza-Fabre, Ricardo Landa Becerra, Edwin Aldana-Bobadilla:
Machine Learning-Based Decision Making in Evolutionary Multiobjective Clustering. MICAI (1) 2022: 123-137 - 2019
- [c10]Shanel Reyes-Palacios, Edwin Aldana-Bobadilla, Ivan López-Arévalo, Alejandro Molina-Villegas:
Georeference Assignment of Locations based on Context. iGISc 2019: 39-46 - [c9]José-Lázaro Martínez-Rodríguez, Ivan López-Arévalo, Ana B. Ríos-Alvarado, Julio Noe Hernandez, Edwin Aldana-Bobadilla:
Extraction of RDF Statements from Text. KGSWC 2019: 87-101 - 2018
- [c8]Julio Noe Hernandez, Ivan López-Arévalo, José-Lázaro Martínez-Rodríguez, Edwyn Aldana-Bobadilla:
From Open Information Extraction to Semantic Web: A Context Rule-Based Strategy. MIKE 2018: 32-41 - 2016
- [c7]Edwin Aldana-Bobadilla:
A Method for Analyzing High-dimensional Datasets[A first approach]. ISW-LOD@IBERAMIA 2016: 45-54 - [c6]Edwin Aldana-Bobadilla, Alejandro Molina-Villegas:
A Novel Multivariate Mapping Method for Analyzing High-Dimensional Numerical Datasets. ICDM 2016: 311-319 - 2015
- [c5]Edwin Aldana-Bobadilla, Carlos Alfaro-Pérez:
Finding the Optimal Sample Based on Shannon's Entropy and Genetic Algorithms. MICAI (1) 2015: 353-363 - 2013
- [c4]Ángel Fernando Kuri Morales, Edwin Aldana-Bobadilla:
The Best Genetic Algorithm I - A Comparative Study of Structurally Different Genetic Algorithms. MICAI (2) 2013: 1-15 - [c3]Ángel Fernando Kuri Morales, Edwin Aldana-Bobadilla, Ignacio Lopez-Peña:
The Best Genetic Algorithm II - A Comparative Study of Structurally Different Genetic Algorithms. MICAI (2) 2013: 16-29 - 2010
- [c2]Ángel Fernando Kuri Morales, Edwin Aldana-Bobadilla:
Finding Irregularly Shaped Clusters Based on Entropy. ICDM 2010: 57-70 - 2009
- [c1]Gerardo Sierra, Rodrigo Alarcón, Alejandro Molina-Villegas, Edwin Aldana:
Web Exploitation for Definition Extraction. LA-WEB/CLIHC 2009: 217-223
Coauthor Index
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