Tabik, Siham

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

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

Barredo Arrieta, A., Díaz-Rodríguez, N., Del Ser, J., Bennetot, A., Tabik, S., Barbado, A., Garcia, S., Gil-Lopez, S., Molina, D., Benjamins, R., et al. (2020) · Information Fusion

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

Cited by 10,423

Deep learning in video multi-object tracking: A survey

Ciaparrone, G., Luque Sánchez, F., Tabik, S., Troiano, L., Tagliaferri, R., & Herrera, F. (2020) · Neurocomputing

Video Surveillance and Tracking MethodsAutonomous Vehicle Technology and Safety

Cited by 665

Object Detection Binary Classifiers methodology based on deep learning to identify small objects handled similarly: Application in video surveillance

Pérez-Hernández, F., Tabik, S., Lamas, A., Olmos, R., Fujita, H., & Herrera, F. (2020) · Knowledge-Based Systems

Advanced Neural Network ApplicationsVideo Surveillance and Tracking Methods

Cited by 196

BreakHis based breast cancer automatic diagnosis using deep learning: Taxonomy, survey and insights

Benhammou, Y., Achchab, B., Herrera, F., & Tabik, S. (2020) · Neurocomputing

AI in cancer detectionArtificial Intelligence in Healthcare

Cited by 170

Brightness guided preprocessing for automatic cold steel weapon detection in surveillance videos with deep learning

Castillo, A., Tabik, S., Pérez, F., Olmos, R., & Herrera, F. (2019) · Neurocomputing

Advanced Neural Network ApplicationsVideo Surveillance and Tracking Methods

Cited by 122

A binocular image fusion approach for minimizing false positives in handgun detection with deep learning

Olmos, R., Tabik, S., Lamas, A., Pérez-Hernández, F., & Herrera, F. (2019) · Information Fusion

Advanced Neural Network ApplicationsVideo Surveillance and Tracking Methods

Cited by 57

EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: The MonuMAI cultural heritage use case

Díaz-Rodríguez, N., Lamas, A., Sanchez, J., Franchi, G., Donadello, I., Tabik, S., Filliat, D., Cruz, P., Montes, R., & Herrera, F. (2022) · Information Fusion

Explainable Artificial Intelligence (XAI)Advanced Neural Network Applications

Cited by 2