Jacinto Mata Vázquez

According to our database, Jacinto Mata Vázquez authored at least 60 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

I2C-UHU at HOMO-MEX 2024: Leveraging Large Language Models and Ensembling Transformers to Identify and Classify Hate Messages Towards the LGBTQ+ Community.

Javier Román Pásaro, Álvaro Carrillo-Casado, Jacinto Mata Vázquez, Victoria Pachón Álvarez

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2024) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), 2024

I2C-Huelva at IberLEF-2024 DETESTS-Dis: Learning from Divergence to Identify Explicit and Implicit Racial Stereotypes in Spanish Texts.

Manuel Cerrejón-Naranjo, Manuel Guerrero-García, Jacinto Mata Vázquez, Victoria Pachón Álvarez

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2024) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), 2024

I2C-Huelva at SemEval-2024 Task 8: Boosting AI-Generated Text Detection with Multimodal Models and Optimized Ensembles.

Alberto Rodero Peña, Jacinto Mata Vázquez, Victoria Pachón Álvarez

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

I2C-UHU at EXIST2024: Learning from Divergence and Perspectivism for Sexism Identification and Source Intent Classification.

Manuel Guerrero-García, Manuel Cerrejón-Naranjo, Jacinto Mata Vázquez, Victoria Pachón Álvarez

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

I2C-UHU at EXIST 2024: Transformer-Based Detection of Sexism and Source Intention in Memes Using a Learning with Disagreement Approach.

Álvaro Carrillo-Casado, Javier Román Pásaro, Jacinto Mata Vázquez, Victoria Pachón Álvarez

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

2023

Automatic Detection in Twitter of Non-Traumatic Grief Due to Deaths by COVID-19: A Deep Learning Approach.

Jacinto Mata Vázquez, Victoria Pachón Álvarez, Estrella Gualda, Míriam Araujo-Hernández, E. Begoña García-Navarro

IEEE Access, 2023

I2C-UHU at MentalRiskES 2023: Detecting and Identifying Mental Disorder Risks in Social Media using Transformer-Based Models.

Laura Vázquez Ramos, Carlos Moreno García, Jacinto Mata Vázquez, Victoria Pachón Álvarez

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

I2C-Huelva at HOPE2023@IberLEF: Simple Use of Transformers for Automatic Hope Speech Detection.

Juan Luis Domínguez-Olmedo, Jacinto Mata Vázquez, Victoria Pachón Álvarez

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

I2C-UHU at IberLEF-2023 HOMO-MEX task: Ensembling Transformers Models to Identify and Classify Hate Messages Towards the Community LGBTQ+.

Antonio José Morano Moriña, Javier Román Pásaro, Jacinto Mata Vázquez, Victoria Pachón Álvarez

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

I2C-Huelva at SemEval-2023 Task 10: Ensembling Transformers Models for the Detection of Online Sexism.

Lavinia Felicia Fudulu, Alberto Rodriguez Tenorio, Victoria Pachón Álvarez, Jacinto Mata Vázquez

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

I2C-Huelva at SemEval-2023 Task 9: Analysis of Intimacy in Multilingual Tweets Using Resampling Methods and Transformers.

Abel Pichardo Estevez, Jacinto Mata Vázquez, Victoria Pachón Álvarez, Nordin El Balima Cordero

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

I2C Huelva at SemEval-2023 Task 4: A Resampling and Transformers Approach to Identify Human Values behind Arguments.

Nordin El Balima Cordero, Jacinto Mata Vázquez, Victoria Pachón Álvarez, Abel Pichardo Estevez

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

I2C-UHU at CLEF-2023 EXIST task: Leveraging Ensembling Language Models to Detect Multilingual Sexism in Social Media.

Pablo Cordon, Jacinto Mata, Victoria Pachón, Juan Luis Domínguez

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022

I2C at IberLEF-2022 DETESTS task: Detection of Racist Stereotypes in Spanish Comments using UnderBagging and Transformers.

Jacinto Mata Vázquez, Victoria Pachón Álvarez, Chaimae Tayebi Taybi, Pablo Pizarro Sánchez

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

I2C at PoliticEs 2022: Using Transformers to Identify Political Ideology in Spanish Tweets.

Pablo Cáceres Ramos, Jacinto Mata Vázquez, Victoria Pachón Álvarez, Juan Luis Domínguez-Olmedo

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

Automatic Sexism Identification Using an Ensemble of Pretrained Transformers.

Victoria Pachón Álvarez, Jacinto Mata Vázquez, Wissam Chibane, Juan Luis Domínguez-Olmedo

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

I2C at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Deep Learning Techniques.

Laura Vázquez Ramos, Adrián Moreno Monterde, Victoria Pachón, Jacinto Mata

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

I2C at SemEval-2022 Task 6: Intended Sarcasm in English using Deep Learning Techniques.

Adrián Moreno Monterde, Laura Vázquez Ramos, Jacinto Mata, Victoria Pachón Álvarez

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

I2C at SemEval-2022 Task 6: Intended Sarcasm Detection on Social Networks with Deep Learning.

Pablo Gonzalez Diaz, Pablo Cordon, Jacinto Mata, Victoria Pachón

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

I2C at SemEval-2022 Task 5: Identification of misogyny in internet memes.

Pablo Cordon, Pablo Gonzalez Diaz, Jacinto Mata, Victoria Pachón

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

2021

Identification of profession & occupation in Health-related Social Media using tweets in Spanish.

Victoria Pachón, Jacinto Mata Vázquez, Juan Luis Domínguez-Olmedo

Proceedings of the Sixth Social Media Mining for Health Workshop and Shared Task, 2021

2020

Application of classification trees for improving optical identification of common opaque minerals.

Juan L. Domínguez-Olmedo, Manuel Toscano, Jacinto Mata

Comput. Geosci., 2020

I2C at SemEval-2020 Task 12: Simple but Effective Approaches to Offensive Speech Detection in Twitter.

Victoria Pachón Álvarez, Jacinto Mata Vázquez, José Manuel López Betanzos, José Luis Arjona Fernández

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

2019

Subgroup Anomaly Detection using High-confidence Rules: Application to Healthcare Data.

Juan L. Domínguez-Olmedo, Jacinto Mata, Victoria Pachón, Manuel J. Maña López

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

2018

Application of a Rule-Based Classifier to Data Regarding Radiation Toxicity in Prostate Cancer Treatment.

Juan L. Domínguez-Olmedo, Jacinto Mata, Victoria Pachón, Jose Luis Lopez-Guerra

Proceedings of the Biomedical Engineering Systems and Technologies, 2018

A Rule-based Method Applied to the Imbalanced Classification of Radiation Toxicity.

Juan L. Domínguez-Olmedo, Jacinto Mata, Victoria Pachón, Jose Luis Lopez-Guerra

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017

Searching for the most significant rules: an evolutionary approach for subgroup discovery.

Victoria Pachón, Jacinto Mata, Juan Luis Domínguez

Soft Comput., 2017

2015

IPHealth: Plataforma inteligente basada en open, linked y big data para la toma de decisiones y aprendizaje en el ámbito de la salud.

Manuel de Buenaga Rodríguez, Diego Gachet, Manuel J. Maña López, Jacinto Mata, Lourdes Borrajo, Eva L. Lorenzo

Proces. del Leng. Natural, 2015

Deterministic Extraction of Compact Sets of Rules for Subgroup Discovery.

Juan L. Domínguez-Olmedo, Jacinto Mata Vázquez, Victoria Pachón

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2015, 2015

2013

Research and applications: Improving image retrieval effectiveness via query expansion using MeSH hierarchical structure.

Mariano Crespo Azcárate, Jacinto Mata Vázquez, Manuel J. Maña López

J. Am. Medical Informatics Assoc., 2013

2012

A machine-learning approach to negation and speculation detection in clinical texts.

Noa P. Cruz Díaz, Manuel J. Maña López, Jacinto Mata Vázquez, Victoria Pachón Álvarez

J. Assoc. Inf. Sci. Technol., 2012

An evolutionary algorithm to discover quantitative association rules from huge databases without the need for an a priori discretization.

Victoria Pachón Álvarez, Jacinto Mata Vázquez

Expert Syst. Appl., 2012

LABERINTO at ImageCLEF 2012 Medical Image Retrieval Task.

Mariano Crespo, Jacinto Mata, Manuel J. Maña López

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Rule Extraction from Medical Data without Discretization of Numerical Attributes.

Juan L. Domínguez-Olmedo, Jacinto Mata Vázquez, Victoria Pachón, Manuel J. Maña López

Proceedings of the HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics, Vilamoura, Algarve, Portugal, 1, 2012

2011

Estudio del uso de Ontologías para la Expansión de Consultas en Recuperación de Imágenes en el Dominio Biomédico.

Jacinto Mata, Mariano Crespo, Manuel J. Maña López

Proces. del Leng. Natural, 2011

Medical-Miner at TREC 2011 Medical Records Track.

Juan Manuel Córdoba, Manuel J. Maña López, Noa P. Cruz Díaz, Jacinto Mata, Fernando Aparicio, Manuel de Buenaga Rodríguez, Daniel Glez-Peña, Florentino Fdez-Riverola

Proceedings of The Twentieth Text REtrieval Conference, 2011

Using MeSH to Expand Queries in Medical Image Retrieval.

Jacinto Mata, Mariano Crespo, Manuel J. Maña López

Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011

A Deterministic Approach to Association Rule Mining without Attribute Discretization.

Juan L. Domínguez-Olmedo, Jacinto Mata Vázquez, Victoria Pachón, Manuel J. Maña López

Proceedings of the Digital Information Processing and Communications, 2011

Multi-objective Evolutionary Approach for Subgroup Discovery.

Victoria Pachón, Jacinto Mata, Juan Luis Domínguez, Manuel J. Maña López

Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

LABERINTO at ImageCLEF 2011 Medical Image Retrieval Task.

Jacinto Mata, Mariano Crespo, Manuel J. Maña López

Proceedings of the CLEF 2011 Labs and Workshop, 2011

2010

Un método eficaz de indexación para la recuperación de imágenes en archivos en formato pdf.

Jacinto Mata Vázquez, Mariano Crespo, Manuel J. Maña López

Proces. del Leng. Natural, 2010

Medical-Miner: Integración de conocimiento textual explícito en técnicas de minería de datos para la creación de herramientas traslacionales en medicina.

Manuel de Buenaga Rodríguez, Florentino Fdez-Riverola, Manuel J. Maña López, Enrique Puertas Sanz, Daniel Glez-Peña, Jacinto Mata

Proces. del Leng. Natural, 2010

Aprendizaje Automático versus Expresiones Regulares en la Detección de la Negación y la Especulación en Biomedicina.

Noa P. Cruz Díaz, Manuel J. Maña López, Jacinto Mata

Proces. del Leng. Natural, 2010

2009

Practical Application of a KDD Process to a Sulphuric Acid Plant.

Victoria Pachón, Jacinto Mata, Manuel J. Maña López

Proceedings of the Distributed Computing, 2009

2007

Acceso a la información bilinge utilizando ontologías específicas del dominio biomédico.

Francisco Carrero García, José María Gómez Hidalgo, Manuel de Buenaga Rodríguez, Jacinto Mata Vázquez, Manuel J. Maña López

Proces. del Leng. Natural, 2007

2006

Los proyectos SINAMED e ISIS: Mejoras en el Acceso a la Información Biomédica mediante la integración de Generación de Resúmenes, Categorización Automática de Textos y Ontologías.

Manuel J. Maña López, Jacinto Mata Vázquez, Juan Luis Domínguez, Antonio Vaquero, Francisco Álvarez, José María Gómez, Diego Gachet, Manuel de Buenaga Rodríguez

Proces. del Leng. Natural, 2006

The SINAMED and ISIS Projects: Applying Text Mining Techniques to Improve Access to a Medical Digital Library.

Manuel de Buenaga Rodríguez, Manuel J. Maña López, Diego Gachet, Jacinto Mata Vázquez

Proceedings of the Research and Advanced Technology for Digital Libraries, 2006

2004

Data Mining For The Management Of Software Development Process.

José Luis Álvarez Macías, Jacinto Mata Vázquez, José Cristóbal Riquelme Santos

Int. J. Softw. Eng. Knowl. Eng., 2004

Practical Application of KDD Techniques to an Industrial Process.

Victoria Pachón, Jacinto Mata Vázquez, Francisco Roche, José Cristóbal Riquelme Santos, Jose María Tejera

Proceedings of the ICEIS 2004, 2004

Applying Data Mining to Software Development Projects: A Case Study.

Jacinto Mata Vázquez, José Luis Álvarez Macías, José Cristóbal Riquelme Santos, Isabel Ramos

Proceedings of the ICEIS 2004, 2004

2003

Visualization Techniques of Management Rules for Software Development Projects.

Jacinto Mata Vázquez, José Luis Álvarez Macías, José Cristóbal Riquelme Santos, Isabel Ramos, Jesús S. Aguilar-Ruiz, Francisco J. Ferrer-Troyano

Proceedings of the 3rd International Conference on Quality Software (QSIC 2003), 2003

A Data Mining Method to Support Decision Making in Software Development Projects.

José Luis Álvarez Macías, Jacinto Mata Vázquez, José Cristóbal Riquelme Santos, Isabel Ramos

Proceedings of the ICEIS 2003, 2003

2002

Método de Inducción de Reglas de Clasificación Oblicuas Mediante un Algoritmo Evolutivo.

José Luis Álvarez Macías, Jacinto Mata Vázquez, José Cristóbal Riquelme Santos

Rev. Colomb. de Computación, 2002

An evolutionary algorithm to discover numeric association rules.

Jacinto Mata Vázquez, José Luis Álvarez Macías, José Cristóbal Riquelme Santos

Proceedings of the 2002 ACM Symposium on Applied Computing (SAC), 2002

Mining interesting regions using an evolutionary algorithm.

José Luis Álvarez Macías, Jacinto Mata Vázquez, José Cristóbal Riquelme Santos

Proceedings of the 2002 ACM Symposium on Applied Computing (SAC), 2002

Discovering Numeric Association Rules via Evolutionary Algorithm.

Jacinto Mata Vázquez, José Luis Álvarez Macías, José Cristóbal Riquelme Santos

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002

Técnicas de Visualización de Reglas de Gestión para Proyectos de Desarrollo Software.

José Cristóbal Riquelme Santos, Isabel Ramos, José Luis Álvarez Macías, Jacinto Mata Vázquez, Jesús S. Aguilar-Ruiz, Francisco J. Ferrer-Troyano

Proceedings of the VII Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2002), 2002

2001

CGO3: An oblique classification system using an evolutionary algorithm and C4.5.

José Luis Álvarez Macías, Jacinto Mata Vázquez, José Cristóbal Riquelme Santos

Int. J. Comput. Syst. Signals, 2001

OBLIC: Classification System Using Evolutionary Algorithm.

José Luis Álvarez Macías, Jacinto Mata Vázquez, José Cristóbal Riquelme Santos

Proceedings of the Bio-inspired Applications of Connectionism, 2001

2000

Obtención de Reglas de Clasificación Semicualitativas utilizando Algoritmos Genéticos y el C4.5.

José Luis Álvarez Macías, José Cristóbal Riquelme Santos, Jacinto Mata Vázquez

Proceedings of the International Joint Conference, 2000