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Publications

VizARE: An Intermediate Representation to Support the Visualization of Association Rules in Data Mining

Data mining techniques are currently highly useful and widely used in industry, business and government. However, their broad adoption is sometimes limited because non-expert users are required to accurately interpret and deal with the complex results obtained. In this paper, we put forward a methodology for the display of association rules using an intermediate form. This technique enables efficient processing of the rules by generating a standard format through a graph structure that allows us to adapt the rules to different display tools. We also show some illustrative examples of the usefulness of this intermediate form.

Comparative Analysis of Federated Association Rules in a Simulated Environment for Medical Applications

Designing a Novel Fuzzy Association Rule Mining Algorithm for Federated Environments

Fuzzy processing applied to improve multimodal sensor data fusion to discover frequent behavioral patterns for smart healthcare

Los perfiles sintéticos generados con redes neuronales y otros sistemas ia, y su protección a través de la propiedad intelectual

Privacy-preserving energy analytics in smart offices via container-based Federated Learning

Revolutionizing Sperm Analysis with AI: A Review of Computer-Aided Sperm Analysis Systems

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

Unveiling Hidden Patterns in Clinical Databases: A Novel Approach Using Level-by-Level Association Rule Mining

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

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

A big data association rule mining based approach for energy building behaviour analysis in an IoT environment

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

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

El rendimiento académico en diferentes etapas educativas: estudiando factores clave

Metodologías y herramientas utilizando las nuevas tecnologías en Educación Superior: una revisión sistemática

Metodologías y herramientas utilizando las nuevas tecnologías en educación superior: Una revisión sistemática

Nuevos métodos de aprendizaje en asignaturas tecnológicas en grados de Arte y Diseño

¿La coeducación es una realidad o una utopía? Revisión sistemática de los estudios en población de educación primaria

¿La coeducación es una realidad o una utopía?: revisión sistemática de los estudios en población de Educación Primaria