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ORCIDAlejandro Molina-Villegas
Person information
- affiliation: National Commission for the Knowledge and Use of Biodiversity, Mexico
- affiliation: University of Avignon, France
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2020 – today
- 2024
[j16]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)- [c12]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: 1192-1193 - [c11]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: 1204-1205 - 2022
- [j15]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) - 2021
- [j14]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: 114855 (2021) - [j13]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: 165-175 (2021) - 2020
- [j12]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) - [j11]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) - [i5]Rémy Saksik, Alejandro Molina-Villegas, Andréa Carneiro Linhares, Juan-Manuel Torres-Moreno:
Automatic Discourse Segmentation: an evaluation in French. CoRR abs/2002.04095 (2020)
2010 – 2019
- 2019
- [j10]Pablo López-Ramírez, Alejandro Molina-Villegas, Oscar S. Siordia:
Geographical aggregation of microblog posts for LDA topic modeling. J. Intell. Fuzzy Syst. 36(5): 4901-4908 (2019) - [j9]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) - [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]Filomeno Alcántara, Alejandro Molina-Villegas, Victor Muñiz-Sanchez:
A Vector Semantics Approach to the Geoparsing Disambiguation Task for Texts in Spanish. iGISc 2019: 47-55 - [e1]Oscar S. Siordia, José Luis Silván-Cárdenas, Alejandro Molina-Villegas, Gandhi Hernández-Chan, Pablo López-Ramírez, Rodrigo Tapia-McClung, Karime González Zuccolotto, Mario Chirinos Colunga:
Proceedings of the 1st International Conference on Geospatial Information Sciences, iGISc 2019, Mérida, Yucatán, México, October 23-25, 2019. Kalpa Publications in Computing 13, EasyChair 2019 [contents] - 2018
- [j8]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): 137-150 (2018) - 2017
- [j7]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) - [i4]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 abs/1702.06510 (2017) - [i3]Jean-Valère Cossu, Alejandro Molina-Villegas, Mariana Tello-Signoret:
Active learning in annotating micro-blogs dealing with e-reputation. CoRR abs/1706.05349 (2017) - 2016
- [j6]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: 23-37 (2016) - [c8]Edwin Aldana-Bobadilla, Alejandro Molina-Villegas:
A Novel Multivariate Mapping Method for Analyzing High-Dimensional Numerical Datasets. ICDM 2016: 311-319 - 2015
- [j5]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): 177-192 (2015) - [j4]Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno:
El Test de Turing para la evaluación de resumen automático de texto. Linguamática 7(2): 45-55 (2015) - [j3]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: 81-99 (2015) - [i2]Gerardo Sierra, Juan-Manuel Torres-Moreno, Alejandro Molina-Villegas:
Regroupement sémantique de définitions en espagnol. CoRR abs/1501.04920 (2015) - 2014
- [j2]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: 9-19 (2014) - [c7]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: 818-822 - [c6]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: 45-52 - 2013
- [b1]Alejandro Molina-Villegas:
Compression automatique de phrases : une étude vers la génération de résumés. (Automatic sentence compression : towards abstract summarization). University of Avignon, France, 2013 - [c5]Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno, Eric SanJuan, Iria da Cunha, Gerardo Eugenio Sierra Martínez:
Discursive Sentence Compression. CICLing (2) 2013: 394-407 - [c4]Alejandro Molina-Villegas, Eric SanJuan, Juan-Manuel Torres-Moreno:
A Turing Test to Evaluate a Complex Summarization Task. CLEF 2013: 75-80 - [c3]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: 203-208 - 2012
- [i1]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 abs/1212.3493 (2012) - 2011
- [c2]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: 316-327 - 2010
- [j1]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): 13-27 (2010)
2000 – 2009
- 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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