Edwin Aldana-Bobadilla

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 21

Top Topics

Machine Learning

Validity Indices

Entity Extraction

Text Representation

Top Venues

Publications

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 (2024)
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 (2024)
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)
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)
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 (2022)
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)
Melesio Crespo-Sanchez, Ivan López-Arévalo, Edwin Aldana-Bobadilla, Alejandro Molina-Villegas
A content spectral-based text representation. J. Intell. Fuzzy Syst. 42 (5) (2022)
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) (2020)
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) (2020)
Julio 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. (2020)
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) (2020)
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 (2019)
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) (2019)
José-Lázaro Martínez-Rodríguez, Ivan López-Arévalo, Ana B. Ríos-Alvarado, Julio Hernandez, Edwin Aldana-Bobadilla
Extraction of RDF Statements from Text. KGSWC (2019)
Shanel Reyes-Palacios, Edwin Aldana-Bobadilla, Ivan López-Arévalo, Alejandro Molina-Villegas
Georeference Assignment of Locations based on Context. iGISc (2019)
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 (2018)
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) (2017)
Edwin Aldana-Bobadilla, Alejandro Molina-Villegas
A Novel Multivariate Mapping Method for Analyzing High-Dimensional Numerical Datasets. ICDM (2016)
Edwin Aldana-Bobadilla
A Method for Analyzing High-dimensional Datasets[A first approach]. ISW-LOD@IBERAMIA (2016)
Edwin Aldana-Bobadilla, Ángel Fernando Kuri Morales
A Clustering Method Based on the Maximum Entropy Principle. Entropy 17 (1) (2015)
Edwin Aldana-Bobadilla, Carlos Alfaro-Pérez
Finding the Optimal Sample Based on Shannon's Entropy and Genetic Algorithms. MICAI (1) (2015)
Ángel Fernando Kuri Morales, Edwin Aldana-Bobadilla
The Best Genetic Algorithm I - A Comparative Study of Structurally Different Genetic Algorithms. MICAI (2) (2013)
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)
Ángel Fernando Kuri Morales, Edwin Aldana-Bobadilla
Finding Irregularly Shaped Clusters Based on Entropy. ICDM (2010)