Alejandro Molina-Villegas

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 19

Top Venues

University of Avignon, France (PHD)

Education History

University of Avignon, France

PHD

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)
Jonathan Zárate-Cartas, Alejandro Molina-Villegas
Automatic Extraction of Patterns in Digital News Articles of Femicides occurred in Mexico by Text Mining Techniques. WSDM (2024)
Hermelando Cruz-Pérez, Alejandro Molina-Villegas
Automated Topic Generation for the Mexican Platform for Access to Government Public Information During the Period 2003-2020. WSDM (2024)
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)
Alejandro Molina-Villegas, Victor Muñiz-Sanchez, Jean Arreola-Trapala, Filomeno Alcántara
Geographic Named Entity Recognition and Disambiguation in Mexican News using word embeddings. Expert Syst. Appl. 176 (2021)
Unai Atutxa, Alejandro Molina-Villegas, Mikel Iruskieta
Generación automática de meta-resúmenes para la evaluación del manejo de estructuras discursivas y coherencia en el alumnado. Proces. del Leng. Natural 66 (2021)
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)
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)
Rémy Saksik, Alejandro Molina-Villegas, Andréa Carneiro Linhares, Juan-Manuel Torres-Moreno
Automatic Discourse Segmentation: an evaluation in French. CoRR (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)
Filomeno Alcántara, Alejandro Molina-Villegas, Victor Muñiz-Sanchez
A Vector Semantics Approach to the Geoparsing Disambiguation Task for Texts in Spanish. iGISc (2019)
Pablo López-Ramírez, Alejandro Molina-Villegas, Oscar S. Siordia
Geographical aggregation of microblog posts for LDA topic modeling. J. Intell. Fuzzy Syst. 36 (5) (2019)
Shanel Reyes-Palacios, Edwin Aldana-Bobadilla, Ivan López-Arévalo, Alejandro Molina-Villegas
Georeference Assignment of Locations based on Context. iGISc (2019)
Pablo López-Ramírez, Alejandro Molina-Villegas, Oscar Sánchez Siordia, Mario Chirinos Colunga, Gandhi Hernández-Chan
Regular Activity Patterns in Spatio-Temporal Events Databases: Multi-Scale Extraction of Geolocated Tweets. Res. Comput. Sci. 147 (12) (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)
Luis Adrián Cabrera-Diego, Stéphane Huet, Bassam Jabaian, Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno, Marc El-Bèze, Barthélémy Durette
Algorithmes de classification et d'optimisation: participation du LIA/ADOC á DEFT'14. CoRR (2017)
Jean-Valère Cossu, Alejandro Molina-Villegas, Mariana Tello-Signoret
Active learning in annotating micro-blogs dealing with e-reputation. CoRR (2017)
Edwin Aldana-Bobadilla, Alejandro Molina-Villegas
A Novel Multivariate Mapping Method for Analyzing High-Dimensional Numerical Datasets. ICDM (2016)
Carlos Pérez, Jorge Cortés, Aarón Ramírez, Rocío Abascal-Mena, Alejandro Molina-Villegas
Recuperación, procesamiento y clasificación de tuits para visualizar estructuras de interacción. Res. Comput. Sci. 124 (2016)
Gerardo Sierra, Juan-Manuel Torres-Moreno, Alejandro Molina-Villegas
Regroupement sémantique de définitions en espagnol. CoRR (2015)
Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno
El Test de Turing para la evaluación de resumen automático de texto. Linguamática 7 (2) (2015)
Juan M. Barrios, Alejandro Molina-Villegas, Raúl Sierra-Alcocer, Enrique-Daniel Zenteno-Jimenez
A Text Mining Library for Biodiversity Literature in Spanish. Int. J. Comput. Linguistics Appl. 6 (2) (2015)
Rocío Abascal-Mena, Jean-Valère Cossu, Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno
Anotación automática de datos acerca de la reputación de los políticos en redes sociales. Res. Comput. Sci. 97 (2015)
Jean-Valère Cossu, Rocío Abascal-Mena, Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno, Eric SanJuan
Bilingual and Cross Domain Politics Analysis. Res. Comput. Sci. 85 (2014)
Julien Velcin, Young-Min Kim, Caroline Brun, Jean-Yves Dormagen, Eric SanJuan, Leila Khouas, Anne Peradotto, Stéphane Bonnevay, Claude Roux, Julien Boyadjian, Alejandro Molina-Villegas, Marie Neihouser
Investigating the Image of Entities in Social Media: Dataset Design and First Results. LREC (2014)
Luis Adrián Cabrera-Diego, Stéphane Huet, Bassam Jabaian, Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno, Marc El-Bèze, Barthélémy Durette
Classification and Optimization Algorithms: the LIA/ADOC participation at DEFT'14 (Algorithmes de classification et d'optimisation : participation du LIA/ADOC à DEFT'14) [in French]. DEFT@TALN (2014)
Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno, Eric SanJuan, Iria da Cunha, Gerardo Eugenio Sierra Martínez
Discursive Sentence Compression. CICLing (2) (2013)
Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno, Eric SanJuan, Gerardo Sierra, Julio Rojas-Mora
Analysis and Transformation of Textual Energy Distribution. MICAI (Special Sessions) (2013)
Alejandro Molina-Villegas, Eric SanJuan, Juan-Manuel Torres-Moreno
A Turing Test to Evaluate a Complex Summarization Task. CLEF (2013)
Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno, Iria da Cunha, Eric SanJuan, Gerardo Sierra
Sentence Compression in Spanish driven by Discourse Segmentation and Language Models CoRR (2012)
Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno, Eric SanJuan, Iria da Cunha, Gerardo Sierra, Patricia Velázquez-Morales
Discourse Segmentation for Sentence Compression. MICAI (1) (2011)
Alejandro Molina-Villegas, Iria da Cunha, Juan-Manuel Torres-Moreno, Patricia Velázquez-Morales
La compresión de frases: un recurso para la optimización de resumen automático de documentos. Linguamática 2 (3) (2010)
Gerardo Sierra, Rodrigo Alarcón, Alejandro Molina-Villegas, Edwin Aldana
Web Exploitation for Definition Extraction. LA-WEB/CLIHC (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alejandro Molina-Villegas