Obtención de Reglas de Clasificación Semicualitativas utilizando Algoritmos Genéticos y el C4.5. - José Luis Álvarez Macías; José Cristóbal Riquelme Santos; Jacinto Mata Vázquez (IBERAMIA-SBIA 2000 Open Discussion Track, 2000)

OBLIC: Classification System Using Evolutionary Algorithm. - José Luis Álvarez Macías; Jacinto Mata Vázquez; José Cristóbal Riquelme Santos (IWANN (2), 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)

Técnicas de Visualización de Reglas de Gestión para Proyectos de Desarrollo Software. - José Cristóbal Riquelme Santos; Isabel Ramos 002; José Luis Álvarez Macías; Jacinto Mata Vázquez; Jesús S. Aguilar-Ruiz; Francisco J. Ferrer-Troyano (JISBD, 2002)

Discovering Numeric Association Rules via Evolutionary Algorithm. - Jacinto Mata Vázquez; José Luis Álvarez Macías; José Cristóbal Riquelme Santos (PAKDD, 2002)

Mining interesting regions using an evolutionary algorithm. - José Luis Álvarez Macías; Jacinto Mata Vázquez; José Cristóbal Riquelme Santos (SAC, 2002)

An evolutionary algorithm to discover numeric association rules. - Jacinto Mata Vázquez; José Luis Álvarez Macías; José Cristóbal Riquelme Santos (SAC, 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)

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 002 (ICEIS (2), 2003)

Visualization Techniques of Management Rules for Software Development Projects. - Jacinto Mata Vázquez; José Luis Álvarez Macías; José Cristóbal Riquelme Santos; Isabel Ramos 002; Jesús S. Aguilar-Ruiz; Francisco J. Ferrer-Troyano (QSIC, 2003)

Applying Data Mining to Software Development Projects: A Case Study. - Jacinto Mata Vázquez; José Luis Álvarez Macías; José Cristóbal Riquelme Santos; Isabel Ramos 002 (ICEIS (2), 2004)

Practical Application of KDD Techniques to an Industrial Process. - Victoria Pachón; Jacinto Mata Vázquez; Francisco Roche; José Cristóbal Riquelme Santos; Jose María Tejera (ICEIS (2), 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)

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 (ECDL, 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 001; José María Gómez; Diego Gachet; Manuel de Buenaga Rodríguez (Proces. del Leng. Natural, 2006)

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)

Practical Application of a KDD Process to a Sulphuric Acid Plant. - Victoria Pachón; Jacinto Mata; Manuel J. Maña López (IWANN (2), 2009)

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)

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)

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)

LABERINTO at ImageCLEF 2011 Medical Image Retrieval Task. - Jacinto Mata; Mariano Crespo; Manuel J. Maña López (CLEF (Notebook Papers/Labs/Workshop), 2011)

Multi-objective Evolutionary Approach for Subgroup Discovery. - Victoria Pachón; Jacinto Mata; Juan Luis Domínguez; Manuel J. Maña López (HAIS (2), 2011)

A Deterministic Approach to Association Rule Mining without Attribute Discretization. - Juan L. Domínguez-Olmedo; Jacinto Mata Vázquez; Victoria Pachón; Manuel J. Maña López (ICDIPC (1), 2011)

Using MeSH to Expand Queries in Medical Image Retrieval. - Jacinto Mata; Mariano Crespo; Manuel J. Maña López (MCBR-CDS, 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 (TREC, 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)

Rule Extraction from Medical Data without Discretization of Numerical Attributes. - Juan L. Domínguez-Olmedo; Jacinto Mata Vázquez; Victoria Pachón; Manuel J. Maña López (HEALTHINF, 2012)

LABERINTO at ImageCLEF 2012 Medical Image Retrieval Task. - Mariano Crespo; Jacinto Mata; Manuel J. Maña López (CLEF (Online Working Notes/Labs/Workshop), 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)

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)

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)

Deterministic Extraction of Compact Sets of Rules for Subgroup Discovery. - Juan L. Domínguez-Olmedo; Jacinto Mata Vázquez; Victoria Pachón (IDEAL, 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)

Searching for the most significant rules: an evolutionary approach for subgroup discovery. - Victoria Pachón; Jacinto Mata; Juan Luis Domínguez (Soft Comput., 2017)

A Rule-based Method Applied to the Imbalanced Classification of Radiation Toxicity. - Juan L. Domínguez-Olmedo; Jacinto Mata; Victoria Pachón; Jose Luis Lopez-Guerra (HEALTHINF, 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 (BIOSTEC (Selected Papers), 2018)

Subgroup Anomaly Detection using High-confidence Rules: Application to Healthcare Data. - Juan L. Domínguez-Olmedo; Jacinto Mata; Victoria Pachón; Manuel J. Maña López (HEALTHINF, 2019)

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 (SemEval@COLING, 2020)

Application of classification trees for improving optical identification of common opaque minerals. - Juan L. Domínguez-Olmedo; Manuel Toscano; Jacinto Mata (Comput. Geosci., 2020)

Identification of profession & occupation in Health-related Social Media using tweets in Spanish. - Victoria Pachón; Jacinto Mata Vázquez; Juan Luis Domínguez-Olmedo (SMM4H@NAACL-HLT, 2021)

I2C at SemEval-2022 Task 5: Identification of misogyny in internet memes. - Pablo Cordon; Pablo Gonzalez Diaz; Jacinto Mata; Victoria Pachón (SemEval@NAACL, 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 (SemEval@NAACL, 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 (SemEval@NAACL, 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 (SemEval@NAACL, 2022)

Automatic Sexism Identification Using an Ensemble of Pretrained Transformers. - Victoria Pachón Álvarez; Jacinto Mata Vázquez; Wissam Chibane; Juan Luis Domínguez-Olmedo (IberLEF@SEPLN, 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 (IberLEF@SEPLN, 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 (IberLEF@SEPLN, 2022)

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 (CLEF (Working Notes), 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 (SemEval@ACL, 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 (SemEval@ACL, 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 (SemEval@ACL, 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 (IberLEF@SEPLN, 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 (IberLEF@SEPLN, 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 (IberLEF@SEPLN, 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 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 (CLEF (Working Notes), 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 (CLEF (Working Notes), 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 (SemEval@NAACL, 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 (IberLEF@SEPLN, 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 (IberLEF@SEPLN, 2024)