Jacinto Mata Vázquez

46 papers B 1C 1Misc 2Journal 10Unranked 32
YearRankTypeTitle / Venue / Authors
2026 — conf
I2C At MultiPRIDE: Transformers And Generative LLMs For Multilingual Reclamation Classification.
EVALITA
Laura Vázquez Ramos, Jacinto Mata Vázquez, Victoria Pachón Álvarez
2025 — conf
I2C-UHU at MiSonGyny 2025: Fine-Tuned LLM Approach to Detect Misogyny in Spanish Song Lyrics.
IberLEF@SEPLN
Antonio Toro-Jaén, Victoria Pachón Álvarez, Jacinto Mata Vázquez, Angel Barroso-Romero
2025 — conf
I2C-UHU-Altair at EXIST2025: Multimodal Sexism Detection and Classification Using Advanced Vision-Language Models BLIP2 and Qwen, Large Language Models, and Learning with Disagreement Frameworks.
CLEF (Working Notes)
Manuel Guerrero-García, Fernando Carrillo-García, Jacinto Mata Vázquez, Victoria Pachón Álvarez
2025 — conf
I2C-UHU-PEGASUS at FungiCLEF 2025: Multimodal Pipeline for Rare Fungal Species Classification Using Fine-Tuned VLMs and Ecological Context.
CLEF (Working Notes)
Fernando Carrillo García, Victoria Pachón Álvarez, Jacinto Mata Vázquez, Manuel Guerrero-García
2025 — conf
I2C-UHU-PERSEUS at PlantClef 2025: Multi-Label Identification and Classification of Plant Species in Images Using Object Detection Techniques.
CLEF (Working Notes)
Jesús Tejón Carrillo, David Prieto Araujo, Victoria Pachón Álvarez, Jacinto Mata Vázquez
2025 — conf
I2C-UHU-Rigel at MentalRiskES 2025: Detection of Gambling Disorder Risk in Spanish using Transformer-Based Models.
IberLEF@SEPLN
Antonio Luis García Moreno, Jacinto Mata Vázquez, Victoria Pachón Álvarez
2024 — conf
I2C-Huelva at IberLEF-2024 DETESTS-Dis: Learning from Divergence to Identify Explicit and Implicit Racial Stereotypes in Spanish Texts.
IberLEF@SEPLN
Manuel Cerrejón-Naranjo, Manuel Guerrero-García, Jacinto Mata Vázquez, Victoria Pachón Álvarez
2024 — conf
I2C-Huelva at SemEval-2024 Task 8: Boosting AI-Generated Text Detection with Multimodal Models and Optimized Ensembles.
SemEval@NAACL
Alberto Rodero Peña, Jacinto Mata Vázquez, Victoria Pachón Álvarez
2024 — conf
I2C-UHU at EXIST 2024: Transformer-Based Detection of Sexism and Source Intention in Memes Using a Learning with Disagreement Approach.
CLEF (Working Notes)
Álvaro Carrillo-Casado, Javier Román Pásaro, Jacinto Mata Vázquez, Victoria Pachón Álvarez
2024 — conf
I2C-UHU at EXIST2024: Learning from Divergence and Perspectivism for Sexism Identification and Source Intent Classification.
CLEF (Working Notes)
Manuel Guerrero-García, Manuel Cerrejón-Naranjo, Jacinto Mata Vázquez, Victoria Pachón Álvarez
2024 — conf
I2C-UHU at HOMO-MEX 2024: Leveraging Large Language Models and Ensembling Transformers to Identify and Classify Hate Messages Towards the LGBTQ+ Community.
IberLEF@SEPLN
Javier Román Pásaro, Álvaro Carrillo-Casado, Jacinto Mata Vázquez, Victoria Pachón Álvarez
2023 J jnl
Automatic Detection in Twitter of Non-Traumatic Grief Due to Deaths by COVID-19: A Deep Learning Approach.
IEEE Access
Jacinto Mata Vázquez, Victoria Pachón Álvarez, Estrella Gualda, Míriam Araujo-Hernández, E. Begoña García-Navarro
2023 — conf
I2C Huelva at SemEval-2023 Task 4: A Resampling and Transformers Approach to Identify Human Values behind Arguments.
SemEval@ACL
Nordin El Balima Cordero, Jacinto Mata Vázquez, Victoria Pachón Álvarez, Abel Pichardo Estevez
2023 — conf
I2C-Huelva at HOPE2023@IberLEF: Simple Use of Transformers for Automatic Hope Speech Detection.
IberLEF@SEPLN
Juan Luis Domínguez-Olmedo, Jacinto Mata Vázquez, Victoria Pachón Álvarez
2023 — conf
I2C-Huelva at SemEval-2023 Task 10: Ensembling Transformers Models for the Detection of Online Sexism.
SemEval@ACL
Lavinia Felicia Fudulu, Alberto Rodriguez Tenorio, Victoria Pachón Álvarez, Jacinto Mata Vázquez
2023 — conf
I2C-Huelva at SemEval-2023 Task 9: Analysis of Intimacy in Multilingual Tweets Using Resampling Methods and Transformers.
SemEval@ACL
Abel Pichardo Estevez, Jacinto Mata Vázquez, Victoria Pachón Álvarez, Nordin El Balima Cordero
2023 — conf
I2C-UHU at IberLEF-2023 HOMO-MEX task: Ensembling Transformers Models to Identify and Classify Hate Messages Towards the Community LGBTQ+.
IberLEF@SEPLN
Antonio José Morano Moriña, Javier Román Pásaro, Jacinto Mata Vázquez, Victoria Pachón Álvarez
2023 — conf
I2C-UHU at MentalRiskES 2023: Detecting and Identifying Mental Disorder Risks in Social Media using Transformer-Based Models.
IberLEF@SEPLN
Laura Vázquez Ramos, Carlos Moreno García, Jacinto Mata Vázquez, Victoria Pachón Álvarez
2022 — conf
Automatic Sexism Identification Using an Ensemble of Pretrained Transformers.
IberLEF@SEPLN
Victoria Pachón Álvarez, Jacinto Mata Vázquez, Wissam Chibane, Juan Luis Domínguez-Olmedo
2022 — conf
I2C at IberLEF-2022 DETESTS task: Detection of Racist Stereotypes in Spanish Comments using UnderBagging and Transformers.
IberLEF@SEPLN
Jacinto Mata Vázquez, Victoria Pachón Álvarez, Chaimae Tayebi Taybi, Pablo Pizarro Sánchez
2022 — conf
I2C at PoliticEs 2022: Using Transformers to Identify Political Ideology in Spanish Tweets.
IberLEF@SEPLN
Pablo Cáceres Ramos, Jacinto Mata Vázquez, Victoria Pachón Álvarez, Juan Luis Domínguez-Olmedo
2021 — conf
Identification of profession & occupation in Health-related Social Media using tweets in Spanish.
SMM4H@NAACL-HLT
Victoria Pachón, Jacinto Mata Vázquez, Juan Luis Domínguez-Olmedo
2020 — conf
I2C at SemEval-2020 Task 12: Simple but Effective Approaches to Offensive Speech Detection in Twitter.
SemEval@COLING
Victoria Pachón Álvarez, Jacinto Mata Vázquez, José Manuel López Betanzos, José Luis Arjona Fernández
2015 C conf
Deterministic Extraction of Compact Sets of Rules for Subgroup Discovery.
IDEAL
Juan L. Domínguez-Olmedo, Jacinto Mata Vázquez, Victoria Pachón
2013 J jnl
Research and applications: Improving image retrieval effectiveness via query expansion using MeSH hierarchical structure.
J. Am. Medical Informatics Assoc.
Mariano Crespo Azcárate, Jacinto Mata Vázquez, Manuel J. Maña López
2012 J jnl
A machine-learning approach to negation and speculation detection in clinical texts.
J. Assoc. Inf. Sci. Technol.
Noa P. Cruz Díaz, Manuel J. Maña López, Jacinto Mata Vázquez, Victoria Pachón Álvarez
2012 J jnl
An evolutionary algorithm to discover quantitative association rules from huge databases without the need for an a priori discretization.
Expert Syst. Appl.
Victoria Pachón Álvarez, Jacinto Mata Vázquez
2012 — conf
Rule Extraction from Medical Data without Discretization of Numerical Attributes.
HEALTHINF
Juan L. Domínguez-Olmedo, Jacinto Mata Vázquez, Victoria Pachón, Manuel J. Maña López
2011 — conf
A Deterministic Approach to Association Rule Mining without Attribute Discretization.
ICDIPC (1)
Juan L. Domínguez-Olmedo, Jacinto Mata Vázquez, Victoria Pachón, Manuel J. Maña López
2010 J jnl
Un método eficaz de indexación para la recuperación de imágenes en archivos en formato pdf.
Proces. del Leng. Natural
Jacinto Mata Vázquez, Mariano Crespo, Manuel J. Maña López
2007 J jnl
Acceso a la información bilinge utilizando ontologías específicas del dominio biomédico.
Proces. del Leng. Natural
Francisco Carrero García, José María Gómez Hidalgo, Manuel de Buenaga Rodríguez, Jacinto Mata Vázquez, Manuel J. Maña López
2006 J jnl
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.
Proces. del Leng. Natural
Manuel J. Maña López, Jacinto Mata Vázquez, Juan Luis Domínguez, Antonio Vaquero, Francisco Álvarez, José María Gómez, Diego Gachet, Manuel de Buenaga Rodríguez
2006 — conf
The SINAMED and ISIS Projects: Applying Text Mining Techniques to Improve Access to a Medical Digital Library.
ECDL
Manuel de Buenaga Rodríguez, Manuel J. Maña López, Diego Gachet, Jacinto Mata Vázquez
2004 — conf
Applying Data Mining to Software Development Projects: A Case Study.
ICEIS (2)
Jacinto Mata Vázquez, José Luis Álvarez Macías, José Cristóbal Riquelme Santos, Isabel Ramos
2004 J jnl
Data Mining For The Management Of Software Development Process.
Int. J. Softw. Eng. Knowl. Eng.
José Luis Álvarez Macías, Jacinto Mata Vázquez, José Cristóbal Riquelme Santos
2004 — conf
Practical Application of KDD Techniques to an Industrial Process.
ICEIS (2)
Victoria Pachón, Jacinto Mata Vázquez, Francisco Roche, José Cristóbal Riquelme Santos, Jose María Tejera
2003 — conf
A Data Mining Method to Support Decision Making in Software Development Projects.
ICEIS (2)
José Luis Álvarez Macías, Jacinto Mata Vázquez, José Cristóbal Riquelme Santos, Isabel Ramos
2003 — conf
Visualization Techniques of Management Rules for Software Development Projects.
QSIC
Jacinto Mata Vázquez, José Luis Álvarez Macías, José Cristóbal Riquelme Santos, Isabel Ramos, Jesús S. Aguilar-Ruiz, Francisco J. Ferrer-Troyano
2002 Misc conf
An evolutionary algorithm to discover numeric association rules.
SAC
Jacinto Mata Vázquez, José Luis Álvarez Macías, José Cristóbal Riquelme Santos
2002 B conf
Discovering Numeric Association Rules via Evolutionary Algorithm.
PAKDD
Jacinto Mata Vázquez, José Luis Álvarez Macías, José Cristóbal Riquelme Santos
2002 Misc conf
Mining interesting regions using an evolutionary algorithm.
SAC
José Luis Álvarez Macías, Jacinto Mata Vázquez, José Cristóbal Riquelme Santos
2002 J jnl
Método de Inducción de Reglas de Clasificación Oblicuas Mediante un Algoritmo Evolutivo.
Rev. Colomb. de Computación
José Luis Álvarez Macías, Jacinto Mata Vázquez, José Cristóbal Riquelme Santos
2002 — conf
Técnicas de Visualización de Reglas de Gestión para Proyectos de Desarrollo Software.
JISBD
José Cristóbal Riquelme Santos, Isabel Ramos, José Luis Álvarez Macías, Jacinto Mata Vázquez, Jesús S. Aguilar-Ruiz, Francisco J. Ferrer-Troyano
2001 J jnl
CGO3: An oblique classification system using an evolutionary algorithm and C4.5.
Int. J. Comput. Syst. Signals
José Luis Álvarez Macías, Jacinto Mata Vázquez, José Cristóbal Riquelme Santos
2001 — conf
OBLIC: Classification System Using Evolutionary Algorithm.
IWANN (2)
José Luis Álvarez Macías, Jacinto Mata Vázquez, José Cristóbal Riquelme Santos
2000 — conf
Obtención de Reglas de Clasificación Semicualitativas utilizando Algoritmos Genéticos y el C4.5.
IBERAMIA-SBIA 2000 Open Discussion Track
José Luis Álvarez Macías, José Cristóbal Riquelme Santos, Jacinto Mata Vázquez