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Jacinto Mata Vázquez
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- affiliation: University of Huelva, Department of Information Technologies, Spain
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2020 – today
- 2024
- [c44]Álvaro Carrillo-Casado, Javier Román Pásaro, Jacinto Mata Vázquez, Victoria Pachón Álvarez:
I2C-UHU at EXIST 2024: Transformer-Based Detection of Sexism and Source Intention in Memes Using a Learning with Disagreement Approach. CLEF (Working Notes) 2024: 978-992 - [c43]Manuel Guerrero-García, Manuel Cerrejón-Naranjo, Jacinto Mata Vázquez, Victoria Pachón Álvarez:
I2C-UHU at EXIST2024: Learning from Divergence and Perspectivism for Sexism Identification and Source Intent Classification. CLEF (Working Notes) 2024: 1026-1042 - [c42]Alberto Rodero Peña, Jacinto Mata Vázquez, Victoria Pachón Álvarez:
I2C-Huelva at SemEval-2024 Task 8: Boosting AI-Generated Text Detection with Multimodal Models and Optimized Ensembles. SemEval@NAACL 2024: 845-852 - [c41]Manuel Cerrejón-Naranjo, Manuel Guerrero-García, Jacinto Mata Vázquez, Victoria Pachón Álvarez:
I2C-Huelva at IberLEF-2024 DETESTS-Dis: Learning from Divergence to Identify Explicit and Implicit Racial Stereotypes in Spanish Texts. IberLEF@SEPLN 2024 - [c40]Javier Román Pásaro, Álvaro Carrillo-Casado, Jacinto Mata Vázquez, Victoria Pachón Álvarez:
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 2024 - 2023
- [j16]Jacinto Mata Vázquez, Victoria Pachón Álvarez, Estrella Gualda, Míriam Araujo-Hernández, E. Begoña García-Navarro:
Automatic Detection in Twitter of Non-Traumatic Grief Due to Deaths by COVID-19: A Deep Learning Approach. IEEE Access 11: 143402-143416 (2023) - [c39]Pablo Cordon, Jacinto Mata, Victoria Pachón, Juan Luis Domínguez:
I2C-UHU at CLEF-2023 EXIST task: Leveraging Ensembling Language Models to Detect Multilingual Sexism in Social Media. CLEF (Working Notes) 2023: 901-907 - [c38]Abel Pichardo Estevez, Jacinto Mata Vázquez, Victoria Pachón Álvarez, Nordin El Balima Cordero:
I2C-Huelva at SemEval-2023 Task 9: Analysis of Intimacy in Multilingual Tweets Using Resampling Methods and Transformers. SemEval@ACL 2023: 758-762 - [c37]Lavinia Felicia Fudulu, Alberto Rodriguez Tenorio, Victoria Pachón Álvarez, Jacinto Mata Vázquez:
I2C-Huelva at SemEval-2023 Task 10: Ensembling Transformers Models for the Detection of Online Sexism. SemEval@ACL 2023: 763-769 - [c36]Nordin El Balima Cordero, Jacinto Mata Vázquez, Victoria Pachón Álvarez, Abel Pichardo Estevez:
I2C Huelva at SemEval-2023 Task 4: A Resampling and Transformers Approach to Identify Human Values behind Arguments. SemEval@ACL 2023: 1382-1387 - [c35]Antonio José Morano Moriña, Javier Román Pásaro, Jacinto Mata Vázquez, Victoria Pachón Álvarez:
I2C-UHU at IberLEF-2023 HOMO-MEX task: Ensembling Transformers Models to Identify and Classify Hate Messages Towards the Community LGBTQ+. IberLEF@SEPLN 2023 - [c34]Juan Luis Domínguez-Olmedo, Jacinto Mata Vázquez, Victoria Pachón Álvarez:
I2C-Huelva at HOPE2023@IberLEF: Simple Use of Transformers for Automatic Hope Speech Detection. IberLEF@SEPLN 2023 - [c33]Laura Vázquez Ramos, Carlos Moreno García, Jacinto Mata Vázquez, Victoria Pachón Álvarez:
I2C-UHU at MentalRiskES 2023: Detecting and Identifying Mental Disorder Risks in Social Media using Transformer-Based Models. IberLEF@SEPLN 2023 - 2022
- [c32]Laura Vázquez Ramos, Adrián Moreno Monterde, Victoria Pachón, Jacinto Mata:
I2C at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Deep Learning Techniques. SemEval@NAACL 2022: 459-463 - [c31]Pablo Cordon, Pablo Gonzalez Diaz, Jacinto Mata, Victoria Pachón:
I2C at SemEval-2022 Task 5: Identification of misogyny in internet memes. SemEval@NAACL 2022: 689-694 - [c30]Adrián Moreno Monterde, Laura Vázquez Ramos, Jacinto Mata, Victoria Pachón Álvarez:
I2C at SemEval-2022 Task 6: Intended Sarcasm in English using Deep Learning Techniques. SemEval@NAACL 2022: 856-861 - [c29]Pablo Gonzalez Diaz, Pablo Cordon, Jacinto Mata, Victoria Pachón:
I2C at SemEval-2022 Task 6: Intended Sarcasm Detection on Social Networks with Deep Learning. SemEval@NAACL 2022: 877-880 - [c28]Victoria Pachón Álvarez, Jacinto Mata Vázquez, Wissam Chibane, Juan Luis Domínguez-Olmedo:
Automatic Sexism Identification Using an Ensemble of Pretrained Transformers. IberLEF@SEPLN 2022 - [c27]Pablo Cáceres Ramos, Jacinto Mata Vázquez, Victoria Pachón Álvarez, Juan Luis Domínguez-Olmedo:
I2C at PoliticEs 2022: Using Transformers to Identify Political Ideology in Spanish Tweets. IberLEF@SEPLN 2022 - [c26]Jacinto Mata Vázquez, Victoria Pachón Álvarez, Chaimae Tayebi Taybi, Pablo Pizarro Sánchez:
I2C at IberLEF-2022 DETESTS task: Detection of Racist Stereotypes in Spanish Comments using UnderBagging and Transformers. IberLEF@SEPLN 2022 - 2021
- [c25]Victoria Pachón, Jacinto Mata Vázquez, Juan Luis Domínguez-Olmedo:
Identification of profession & occupation in Health-related Social Media using tweets in Spanish. SMM4H@NAACL-HLT 2021: 105-107 - 2020
- [j15]Juan L. Domínguez-Olmedo, Manuel Toscano, Jacinto Mata:
Application of classification trees for improving optical identification of common opaque minerals. Comput. Geosci. 140: 104480 (2020) - [c24]Victoria Pachón Álvarez, Jacinto Mata Vázquez, José Manuel López Betanzos, José Luis Arjona Fernández:
I2C at SemEval-2020 Task 12: Simple but Effective Approaches to Offensive Speech Detection in Twitter. SemEval@COLING 2020: 1968-1977
2010 – 2019
- 2019
- [c23]Juan L. Domínguez-Olmedo, Jacinto Mata, Victoria Pachón, Manuel J. Maña López:
Subgroup Anomaly Detection using High-confidence Rules: Application to Healthcare Data. HEALTHINF 2019: 431-435 - 2018
- [c22]Juan L. Domínguez-Olmedo, Jacinto Mata, Victoria Pachón, Jose Luis Lopez-Guerra:
A Rule-based Method Applied to the Imbalanced Classification of Radiation Toxicity. HEALTHINF 2018: 147-155 - [c21]Juan L. Domínguez-Olmedo, Jacinto Mata, Victoria Pachón, Jose Luis Lopez-Guerra:
Application of a Rule-Based Classifier to Data Regarding Radiation Toxicity in Prostate Cancer Treatment. BIOSTEC (Selected Papers) 2018: 384-398 - 2017
- [j14]Victoria Pachón, Jacinto Mata, Juan Luis Domínguez:
Searching for the most significant rules: an evolutionary approach for subgroup discovery. Soft Comput. 21(10): 2609-2618 (2017) - 2015
- [j13]Manuel de Buenaga Rodríguez, Diego Gachet, Manuel J. Maña López, Jacinto Mata, Lourdes Borrajo, Eva L. Lorenzo:
IPHealth: Plataforma inteligente basada en open, linked y big data para la toma de decisiones y aprendizaje en el ámbito de la salud. Proces. del Leng. Natural 55: 161-164 (2015) - [c20]Juan L. Domínguez-Olmedo, Jacinto Mata Vázquez, Victoria Pachón:
Deterministic Extraction of Compact Sets of Rules for Subgroup Discovery. IDEAL 2015: 138-145 - 2013
- [j12]Mariano Crespo Azcárate, Jacinto Mata Vázquez, Manuel J. Maña López:
Research and applications: Improving image retrieval effectiveness via query expansion using MeSH hierarchical structure. J. Am. Medical Informatics Assoc. 20(6): 1014-1020 (2013) - 2012
- [j11]Victoria Pachón Álvarez, Jacinto Mata Vázquez:
An evolutionary algorithm to discover quantitative association rules from huge databases without the need for an a priori discretization. Expert Syst. Appl. 39(1): 585-593 (2012) - [j10]Noa P. Cruz Díaz, Manuel J. Maña López, Jacinto Mata Vázquez, Victoria Pachón Álvarez:
A machine-learning approach to negation and speculation detection in clinical texts. J. Assoc. Inf. Sci. Technol. 63(7): 1398-1410 (2012) - [c19]Juan L. Domínguez-Olmedo, Jacinto Mata Vázquez, Victoria Pachón, Manuel J. Maña López:
Rule Extraction from Medical Data without Discretization of Numerical Attributes. HEALTHINF 2012: 397-400 - [c18]Mariano Crespo, Jacinto Mata, Manuel J. Maña López:
LABERINTO at ImageCLEF 2012 Medical Image Retrieval Task. CLEF (Online Working Notes/Labs/Workshop) 2012 - 2011
- [j9]Jacinto Mata, Mariano Crespo, Manuel J. Maña López:
Estudio del uso de Ontologías para la Expansión de Consultas en Recuperación de Imágenes en el Dominio Biomédico. Proces. del Leng. Natural 47: 39-46 (2011) - [c17]Jacinto Mata, Mariano Crespo, Manuel J. Maña López:
LABERINTO at ImageCLEF 2011 Medical Image Retrieval Task. CLEF (Notebook Papers/Labs/Workshop) 2011 - [c16]Victoria Pachón, Jacinto Mata, Juan Luis Domínguez, Manuel J. Maña López:
Multi-objective Evolutionary Approach for Subgroup Discovery. HAIS (2) 2011: 271-278 - [c15]Juan L. Domínguez-Olmedo, Jacinto Mata Vázquez, Victoria Pachón, Manuel J. Maña López:
A Deterministic Approach to Association Rule Mining without Attribute Discretization. ICDIPC (1) 2011: 140-150 - [c14]Jacinto Mata, Mariano Crespo, Manuel J. Maña López:
Using MeSH to Expand Queries in Medical Image Retrieval. MCBR-CDS 2011: 36-46 - [c13]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:
Medical-Miner at TREC 2011 Medical Records Track. TREC 2011 - 2010
- [j8]Jacinto Mata Vázquez, Mariano Crespo, Manuel J. Maña López:
Un método eficaz de indexación para la recuperación de imágenes en archivos en formato pdf. Proces. del Leng. Natural 45: 21-29 (2010) - [j7]Noa P. Cruz Díaz, Manuel J. Maña López, Jacinto Mata:
Aprendizaje Automático versus Expresiones Regulares en la Detección de la Negación y la Especulación en Biomedicina. Proces. del Leng. Natural 45: 77-85 (2010) - [j6]Manuel de Buenaga Rodríguez, Florentino Fdez-Riverola, Manuel J. Maña López, Enrique Puertas Sanz, Daniel Glez-Peña, Jacinto Mata:
Medical-Miner: Integración de conocimiento textual explícito en técnicas de minería de datos para la creación de herramientas traslacionales en medicina. Proces. del Leng. Natural 45: 319-320 (2010)
2000 – 2009
- 2009
- [c12]Victoria Pachón, Jacinto Mata, Manuel J. Maña López:
Practical Application of a KDD Process to a Sulphuric Acid Plant. IWANN (2) 2009: 1205-1212 - 2007
- [j5]Francisco Carrero García, José María Gómez Hidalgo, Manuel de Buenaga Rodríguez, Jacinto Mata Vázquez, Manuel J. Maña López:
Acceso a la información bilinge utilizando ontologías específicas del dominio biomédico. Proces. del Leng. Natural 38 (2007) - 2006
- [j4]Manuel J. Maña López, Jacinto Mata Vázquez, Juan Luis Domínguez, Antonio Vaquero, Francisco Álvarez, José María Gómez, Diego Gachet, Manuel de Buenaga Rodríguez:
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 37 (2006) - [c11]Manuel de Buenaga Rodríguez, Manuel J. Maña López, Diego Gachet, Jacinto Mata Vázquez:
The SINAMED and ISIS Projects: Applying Text Mining Techniques to Improve Access to a Medical Digital Library. ECDL 2006: 548-551 - 2004
- [j3]José Luis Álvarez Macías, Jacinto Mata Vázquez, José Cristóbal Riquelme Santos:
Data Mining For The Management Of Software Development Process. Int. J. Softw. Eng. Knowl. Eng. 14(6): 665-695 (2004) - [c10]Jacinto Mata Vázquez, José Luis Álvarez Macías, José Cristóbal Riquelme Santos, Isabel Ramos:
Applying Data Mining to Software Development Projects: A Case Study. ICEIS (2) 2004: 54-60 - [c9]Victoria Pachón, Jacinto Mata Vázquez, Francisco Roche, José Cristóbal Riquelme Santos, Jose María Tejera:
Practical Application of KDD Techniques to an Industrial Process. ICEIS (2) 2004: 309-314 - 2003
- [c8]José Luis Álvarez Macías, Jacinto Mata Vázquez, José Cristóbal Riquelme Santos, Isabel Ramos:
A Data Mining Method to Support Decision Making in Software Development Projects. ICEIS (2) 2003: 11-18 - [c7]Jacinto Mata Vázquez, José Luis Álvarez Macías, José Cristóbal Riquelme Santos, Isabel Ramos, Jesús S. Aguilar-Ruiz, Francisco J. Ferrer-Troyano:
Visualization Techniques of Management Rules for Software Development Projects. QSIC 2003: 360-367 - 2002
- [j2]José Luis Álvarez Macías, Jacinto Mata Vázquez, José Cristóbal Riquelme Santos:
Método de Inducción de Reglas de Clasificación Oblicuas Mediante un Algoritmo Evolutivo. Rev. Colomb. de Computación 3(1): 7-20 (2002) - [c6]José Cristóbal Riquelme Santos, Isabel Ramos, José Luis Álvarez Macías, Jacinto Mata Vázquez, Jesús S. Aguilar-Ruiz, Francisco J. Ferrer-Troyano:
Técnicas de Visualización de Reglas de Gestión para Proyectos de Desarrollo Software. JISBD 2002: 283-292 - [c5]Jacinto Mata Vázquez, José Luis Álvarez Macías, José Cristóbal Riquelme Santos:
Discovering Numeric Association Rules via Evolutionary Algorithm. PAKDD 2002: 40-51 - [c4]José Luis Álvarez Macías, Jacinto Mata Vázquez, José Cristóbal Riquelme Santos:
Mining interesting regions using an evolutionary algorithm. SAC 2002: 498-502 - [c3]Jacinto Mata Vázquez, José Luis Álvarez Macías, José Cristóbal Riquelme Santos:
An evolutionary algorithm to discover numeric association rules. SAC 2002: 590-594 - 2001
- [j1]José Luis Álvarez Macías, Jacinto Mata Vázquez, José Cristóbal Riquelme Santos:
CGO3: An oblique classification system using an evolutionary algorithm and C4.5. Int. J. Comput. Syst. Signals 2(1): 1-15 (2001) - [c2]José Luis Álvarez Macías, Jacinto Mata Vázquez, José Cristóbal Riquelme Santos:
OBLIC: Classification System Using Evolutionary Algorithm. IWANN (2) 2001: 644-651 - 2000
- [c1]José Luis Álvarez Macías, José Cristóbal Riquelme Santos, Jacinto Mata Vázquez:
Obtención de Reglas de Clasificación Semicualitativas utilizando Algoritmos Genéticos y el C4.5. IBERAMIA-SBIA 2000 Open Discussion Track 2000: 147-156
Coauthor Index
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