Carlos Fernandez-Basso

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Association Rules Mining

Association Rule Mining Algorithms

Top Venues

Soc. Netw. Anal. Min.

Int. J. Approx. Reason.

Publications

Carlos Fernandez-Basso, M. Dolores Ruiz, María J. Martín-Bautista
New Spark solutions for distributed frequent itemset and association rule mining algorithms. Clust. Comput. 27 (2) (2024)
Karel Gutiérrez-Batista, Jesica Gómez-Sánchez, Carlos Fernandez-Basso
Improving automatic cyberbullying detection in social network environments by fine-tuning a pre-trained sentence transformer language model. Soc. Netw. Anal. Min. 14 (1) (2024)
Jose Angel Diaz-Garcia, Karel Gutiérrez-Batista, Carlos Fernandez-Basso, M. Dolores Ruiz, María J. Martín-Bautista
A Flexible Big Data System for Credibility-Based Filtering of Social Media Information According to Expertise. Int. J. Comput. Intell. Syst. 17 (1) (2024)
Bartolomé Ortiz Viso, Carlos Fernandez-Basso, Jesica Gómez-Sánchez, María J. Martín-Bautista
"Health Is the Real Wealth": Unsupervised Approach to Improve Explainability in Health-Based Recommendation Systems. FQAS (2023)
Jesica Gómez-Sánchez, Cristina Gordo, Matija Franklin, Carlos Fernandez-Basso, David A. Lagnado
Who Is to Blame? Responsibility Attribution in AI Systems vs Human Agents in the Field of Air Crashes. FQAS (2023)
Matija Franklin, Trisevgeni Papakonstantinou, Tianshu Chen, Carlos Fernandez-Basso, David A. Lagnado
An Unsupervised Approach to Extracting Knowledge from the Relationships Between Blame Attribution on Twitter. FQAS (2023)
Alberto S. Ortega-Calvo, Roberto Morcillo-Jiménez, Carlos Fernandez-Basso, Karel Gutiérrez-Batista, María Amparo Vila Miranda, María J. Martín-Bautista
AIMDP: An Artificial Intelligence Modern Data Platform. Use case for Spanish national health service data silo. Future Gener. Comput. Syst. 143 (2023)
Matija Franklin, Trisevgeni Papakonstantinou, Tianshu Chen, Carlos Fernandez-Basso, David A. Lagnado
Blame attribution in human-AI and human-only systems: Crowdsourcing judgments from Twitter. CogSci (2023)
Carlos Fernandez-Basso, Karel Gutiérrez-Batista, Roberto Morcillo-Jiménez, María Amparo Vila Miranda, María J. Martín-Bautista
A fuzzy-based medical system for pattern mining in a distributed environment: Application to diagnostic and co-morbidity. Appl. Soft Comput. 122 (2022)
Jose Angel Diaz-Garcia, Carlos Fernandez-Basso, Jesica Gómez-Sánchez, Karel Gutiérrez-Batista, M. Dolores Ruiz, María J. Martín-Bautista
A Fuzzy-Based Approach for Cyberbullying Analysis. IPMU (2) (2022)
M. Dolores Ruiz, Juan Gómez-Romero, Carlos Fernandez-Basso, María J. Martín-Bautista
Big Data Architecture for Building Energy Management Systems. IEEE Trans. Ind. Informatics 18 (9) (2022)
Jose Angel Diaz-Garcia, Carlos Fernandez-Basso, Karel Gutiérrez-Batista, M. Dolores Ruiz, María J. Martín-Bautista
Improving Text Clustering Using a New Technique for Selecting Trustworthy Content in Social Networks. IPMU (2) (2022)
Carlos Fernandez-Basso, M. Dolores Ruiz, María José Martín Bautista
Spark solutions for discovering fuzzy association rules in Big Data. Int. J. Approx. Reason. 137 (2021)
Jose Angel Diaz-Garcia, Carlos Fernandez-Basso, M. Dolores Ruiz, María J. Martín-Bautista
Mining Text Patterns over Fake and Real Tweets. IPMU (2) (2020)
Carlos Fernandez-Basso, M. Dolores Ruiz, María J. Martín-Bautista
A Fuzzy Mining Approach for Energy Efficiency in a Big Data Framework. IEEE Trans. Fuzzy Syst. 28 (11) (2020)
Carlos Fernandez-Basso, Abel J. Francisco-Agra, María J. Martín-Bautista, M. Dolores Ruiz
Finding tendencies in streaming data using Big Data frequent itemset mining. Knowl. Based Syst. 163 (2019)
Carlos Fernandez-Basso, M. Dolores Ruiz, Miguel Delgado, María J. Martín-Bautista
A comparative analysis of tools for visualizing association rules: A proposal for visualising fuzzy association rules. EUSFLAT Conf. (2019)
Juan Gómez-Romero, Carlos Fernandez-Basso, M. Victoria Cambronero, Miguel Molina-Solana, Jesús R. Campaña, M. Dolores Ruiz, María J. Martín-Bautista
A Probabilistic Algorithm for Predictive Control With Full-Complexity Models in Non-Residential Buildings. IEEE Access 7 (2019)
Carlos Fernandez-Basso, M. Dolores Ruiz, María J. Martín-Bautista
Fuzzy Association Rules Mining Using Spark. IPMU (2) (2018)