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)

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

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)

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)

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)

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

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)