Alejandro Molina-Villegas

Orcid: 0000-0001-9398-8844

Affiliations:
  • National Commission for the Knowledge and Use of Biodiversity, Mexico
  • University of Avignon, France


According to our database1, Alejandro Molina-Villegas authored at least 34 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2024
An Eclectic Approach for Enhancing Language Models Through Rich Embedding Features.
IEEE Access, 2024

Automatic Extraction of Patterns in Digital News Articles of Femicides occurred in Mexico by Text Mining Techniques.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Automated Topic Generation for the Mexican Platform for Access to Government Public Information During the Period 2003-2020.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

2022
A content spectral-based text representation.
J. Intell. Fuzzy Syst., 2022

2021
Generación automática de meta-resúmenes para la evaluación del manejo de estructuras discursivas y coherencia en el alumnado.
Proces. del Leng. Natural, 2021

Geographic Named Entity Recognition and Disambiguation in Mexican News using word embeddings.
Expert Syst. Appl., 2021

2020
Adaptive Geoparsing Method for Toponym Recognition and Resolution in Unstructured Text.
Remote. Sens., 2020

A Memory-Efficient Encoding Method for Processing Mixed-Type Data on Machine Learning.
Entropy, 2020

Automatic Discourse Segmentation: an evaluation in French.
CoRR, 2020

2019
Extracción automática de referencias geoespaciales en discurso libre usando técnicas de procesamiento de lenguaje natural y teoría de la accesibilidad.
Proces. del Leng. Natural, 2019

Geographical aggregation of microblog posts for LDA topic modeling.
J. Intell. Fuzzy Syst., 2019

Georeference Assignment of Locations based on Context.
Proceedings of the 1st International Conference on Geospatial Information Sciences, 2019

A Vector Semantics Approach to the Geoparsing Disambiguation Task for Texts in Spanish.
Proceedings of the 1st International Conference on Geospatial Information Sciences, 2019

2018
Regular Activity Patterns in Spatio-Temporal Events Databases: Multi-Scale Extraction of Geolocated Tweets.
Res. Comput. Sci., 2018

2017
A novel data reduction method based on information theory and the Eclectic Genetic Algorithm.
Intell. Data Anal., 2017

Active learning in annotating micro-blogs dealing with e-reputation.
CoRR, 2017

Algorithmes de classification et d'optimisation: participation du LIA/ADOC á DEFT'14.
CoRR, 2017

2016
Recuperación, procesamiento y clasificación de tuits para visualizar estructuras de interacción.
Res. Comput. Sci., 2016

A Novel Multivariate Mapping Method for Analyzing High-Dimensional Numerical Datasets.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2016

2015
Anotación automática de datos acerca de la reputación de los políticos en redes sociales.
Res. Comput. Sci., 2015

El Test de Turing para la evaluación de resumen automático de texto.
Linguamática, 2015

A Text Mining Library for Biodiversity Literature in Spanish.
Int. J. Comput. Linguistics Appl., 2015

Regroupement sémantique de définitions en espagnol.
CoRR, 2015

2014
Bilingual and Cross Domain Politics Analysis.
Res. Comput. Sci., 2014

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].
Proceedings of the TALN-RECITAL 2014 Workshop: DÉfi Fouille de Textes (Text Mining Challenge), 2014

Investigating the Image of Entities in Social Media: Dataset Design and First Results.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

2013
Compression automatique de phrases : une étude vers la génération de résumés. (Automatic sentence compression : towards abstract summarization).
PhD thesis, 2013

Analysis and Transformation of Textual Energy Distribution.
Proceedings of the 12th Mexican International Conference on Artificial Intelligence, 2013

A Turing Test to Evaluate a Complex Summarization Task.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

Discursive Sentence Compression.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

2012
Sentence Compression in Spanish driven by Discourse Segmentation and Language Models
CoRR, 2012

2011
Discourse Segmentation for Sentence Compression.
Proceedings of the Advances in Artificial Intelligence, 2011

2010
La compresión de frases: un recurso para la optimización de resumen automático de documentos.
Linguamática, 2010

2009
Web Exploitation for Definition Extraction.
Proceedings of the 2009 Latin American Web Congress, 2009


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