García, Salvador

Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI

Arrieta, A. B., Díaz-Rodríguez, N., Del Ser, J., Bennetot, A., Tabik, S., Barbado, A., García, S., Gil-López, S., Molina, D., Benjamins, R., et al. (2019) · arXiv

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 11,321

Learning from Imbalanced Data Sets

Fernández, A., García, S., Galar, M., Prati, R. C., Krawczyk, B., & Herrera, F. (2018) · Springer eBooks

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 1,349

A survey on data preprocessing for data stream mining: Current status and future directions

Ramírez-Gallego, S., Krawczyk, B., García, S., Woźniak, M., & Herrera, F. (2017) · Neurocomputing

Data Stream Mining TechniquesAdvanced Database Systems and Queries

Cited by 502

Tutorial on practical tips of the most influential data preprocessing algorithms in data mining

García, S., Luengo, J., & Herrera, F. (2016) · Knowledge-Based Systems

Machine Learning and Data ClassificationData Quality and Management

Cited by 310

Multi-modality approaches for medical support systems: A systematic review of the last decade

Salvi, M., Loh, H. W., Seoni, S., Barua, P. D., García, S., Molinari, F., & Acharya, U. R. (2024) · Information Fusion

Multimodal Machine Learning ApplicationsArtificial Intelligence in Healthcare and Education

Cited by 144

Big Data: Tutorial and guidelines on information and process fusion for analytics algorithms with MapReduce

Ramírez-Gallego, S., Fernández, A., García, S., Chen, M., & Herrera, F. (2018) · Information Fusion

Cloud Computing and Resource ManagementBig Data Technologies and Applications

Cited by 140