Carlos Fernandez-Basso

According to our database, Carlos Fernandez-Basso authored at least 20 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Simulafed: an enhanced federated simulated environment for privacy and security in health.

Jose M. Rivas, Carlos Fernandez-Basso, Roberto Morcillo-Jiménez, Juan Paños-Basterra, M. Dolores Ruiz, María J. Martín-Bautista

Computing, January, 2025

2024

Improving automatic cyberbullying detection in social network environments by fine-tuning a pre-trained sentence transformer language model.

Karel Gutiérrez-Batista, Jesica Gómez-Sánchez, Carlos Fernandez-Basso

Soc. Netw. Anal. Min., December, 2024

A Flexible Big Data System for Credibility-Based Filtering of Social Media Information According to Expertise.

Jose Angel Diaz-Garcia, Karel Gutiérrez-Batista, Carlos Fernandez-Basso, M. Dolores Ruiz, María J. Martín-Bautista

Int. J. Comput. Intell. Syst., December, 2024

New Spark solutions for distributed frequent itemset and association rule mining algorithms.

Carlos Fernandez-Basso, M. Dolores Ruiz, María J. Martín-Bautista

Clust. Comput., April, 2024

2023

AIMDP: An Artificial Intelligence Modern Data Platform. Use case for Spanish national health service data silo.

Alberto S. Ortega-Calvo, Roberto Morcillo-Jiménez, Carlos Fernandez-Basso, Karel Gutiérrez-Batista, María Amparo Vila Miranda, María J. Martín-Bautista

Future Gener. Comput. Syst., June, 2023

"Health Is the Real Wealth": Unsupervised Approach to Improve Explainability in Health-Based Recommendation Systems.

Bartolomé Ortiz Viso, Carlos Fernandez-Basso, Jesica Gómez-Sánchez, María J. Martín-Bautista

Proceedings of the Flexible Query Answering Systems - 15th International Conference, 2023

Who Is to Blame? Responsibility Attribution in AI Systems vs Human Agents in the Field of Air Crashes.

Jesica Gómez-Sánchez, Cristina Gordo, Matija Franklin, Carlos Fernandez-Basso, David A. Lagnado

Proceedings of the Flexible Query Answering Systems - 15th International Conference, 2023

An Unsupervised Approach to Extracting Knowledge from the Relationships Between Blame Attribution on Twitter.

Matija Franklin, Trisevgeni Papakonstantinou, Tianshu Chen, Carlos Fernandez-Basso, David A. Lagnado

Proceedings of the Flexible Query Answering Systems - 15th International Conference, 2023

Blame attribution in human-AI and human-only systems: Crowdsourcing judgments from Twitter.

Matija Franklin, Trisevgeni Papakonstantinou, Tianshu Chen, Carlos Fernandez-Basso, David A. Lagnado

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

2022

Big Data Architecture for Building Energy Management Systems.

M. Dolores Ruiz, Juan Gómez-Romero, Carlos Fernandez-Basso, María J. Martín-Bautista

IEEE Trans. Ind. Informatics, 2022

A fuzzy-based medical system for pattern mining in a distributed environment: Application to diagnostic and co-morbidity.

Carlos Fernandez-Basso, Karel Gutiérrez-Batista, Roberto Morcillo-Jiménez, María Amparo Vila Miranda, María J. Martín-Bautista

Appl. Soft Comput., 2022

Improving Text Clustering Using a New Technique for Selecting Trustworthy Content in Social Networks.

Jose Angel Diaz-Garcia, Carlos Fernandez-Basso, Karel Gutiérrez-Batista, M. Dolores Ruiz, María J. Martín-Bautista

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

A Fuzzy-Based Approach for Cyberbullying Analysis.

Jose Angel Diaz-Garcia, Carlos Fernandez-Basso, Jesica Gómez-Sánchez, Karel Gutiérrez-Batista, M. Dolores Ruiz, María J. Martín-Bautista

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

2021

Spark solutions for discovering fuzzy association rules in Big Data.

Carlos Fernandez-Basso, M. Dolores Ruiz, María José Martín Bautista

Int. J. Approx. Reason., 2021

2020

A Fuzzy Mining Approach for Energy Efficiency in a Big Data Framework.

Carlos Fernandez-Basso, M. Dolores Ruiz, María J. Martín-Bautista

IEEE Trans. Fuzzy Syst., 2020

Mining Text Patterns over Fake and Real Tweets.

Jose Angel Diaz-Garcia, Carlos Fernandez-Basso, M. Dolores Ruiz, María J. Martín-Bautista

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

2019

Finding tendencies in streaming data using Big Data frequent itemset mining.

Carlos Fernandez-Basso, Abel J. Francisco-Agra, María J. Martín-Bautista, M. Dolores Ruiz

Knowl. Based Syst., 2019

A Probabilistic Algorithm for Predictive Control With Full-Complexity Models in Non-Residential Buildings.

Juan Gómez-Romero, Carlos Fernandez-Basso, M. Victoria Cambronero, Miguel Molina-Solana, Jesús R. Campaña, M. Dolores Ruiz, María J. Martín-Bautista

IEEE Access, 2019

A comparative analysis of tools for visualizing association rules: A proposal for visualising fuzzy association rules.

Carlos Fernandez-Basso, M. Dolores Ruiz, Miguel Delgado, María J. Martín-Bautista

Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, 2019

2018

Fuzzy Association Rules Mining Using Spark.

Carlos Fernandez-Basso, M. Dolores Ruiz, María J. Martín-Bautista

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018