Siham Tabik

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Citations	2328	2026
h-index	19	17
i10-index	31	24

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Francisco HerreraProfessor Computer Science and AI, Granada Univ.; Senior Associate Researcher in DL&ML at Sherpa.aiVerified email at decsai.ugr.es
Domingo Alcaraz-SeguraBotany Dept., University of Granada. IISTA - CAESCGVerified email at ugr.es
Emilio GuiradoUniversidad de AlicanteVerified email at ual.es
Natalia Díaz-Rodríguez, PhDUniversity of Granada, Spain, DaSCI.es Andalusian Institute in Data ScienceVerified email at ensta-paris.fr
Roberto Olmos PimentelDoctor por la Universidad de GranadaVerified email at correo.ugr.es
Julián Luengo MartínAssociate Professor at University of GranadaVerified email at decsai.ugr.es
Francisco Pérez-HernándezPhD student at the University of GranadaVerified email at ugr.es
Anabel Gómez-RíosUniversidad de GranadaVerified email at decsai.ugr.es
Anastasiia SafonovaSiberian Federal UniversityVerified email at sfu-kras.ru
Alberto LamasPhD student, Computer Science and Artificial Intelligence Department, Granada UniversityVerified email at ugr.es
ASM ShihavuddinAssociate Professor, EEE, Green University of BangladeshVerified email at eee.green.edu.bd
Francisco Luque SánchezInvestigador contratado, Universidad de GranadaVerified email at ugr.es
Yassir BenhammouPhd student, University of GranadaVerified email at correo.ugr.es
Bartosz KrawczykAssistant Professor of Computer Science, Virginia Commonwealth University, USAVerified email at vcu.edu
Roberto TAGLIAFERRINeurone Lab - Disa Mis - University of SalernoVerified email at unisa.it
Luigi TroianoAssociate Professor, University of SalernoVerified email at unisa.it
Alexey RubtsovSiberian Federal UniversityVerified email at sfu-kras.ru
Daniel PeraltaPostdoctoral Resarcher, VIB Center for Inflammation Research, VIB - Ghent UniversityVerified email at irc.vib-ugent.be
BOUJEMAA ACHCHABProfesseur de mathématiques et applications, Université Hassan 1er SettatVerified email at uhp.ac.ma

Siham Tabik

Dpt. Computer Science and Artificial Intelligence, University of Granada

Verified email at ugr.es

Deep Neural Networks Computer Vision Remote Sensing High Performance Computing GIS algorithms


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Explainable artificial intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible ai A Barredo Arrieta, N Díaz-Rodríguez, J Del Ser, A Bennetot, S Tabik, ... Information Fusion 58, 82-115, 2019	917*	2019
Deep learning in video multi-object tracking: A survey G Ciaparrone, FL Sánchez, S Tabik, L Troiano, R Tagliaferri, F Herrera Neurocomputing 381, 61-88, 2020	166	2020
Analytical modeling of pipeline parallelism A Navarro, R Asenjo, S Tabik, C Cascaval 2009 18th International Conference on Parallel Architectures and Compilation …, 2009	114	2009
Automatic Handgun Detection Alarm in Videos Using Deep Learning R Olmos, S Tabik, F Herrera Neurocomputing 275, 66-72, 2018	108	2018
Evaluating the consistency of the 1982–1999 NDVI trends in the Iberian Peninsula across four time-series derived from the AVHRR sensor: LTDR, GIMMS, FASIR, and PAL-II D Alcaraz-Segura, E Liras, S Tabik, J Paruelo, J Cabello Sensors 10 (2), 1291-1314, 2010	96	2010
Deep-learning versus OBIA for scattered shrub detection with Google Earth imagery: Ziziphus lotus as case study E Guirado, S Tabik, D Alcaraz-Segura, J Cabello, F Herrera Remote Sensing 9 (12), 2017	92*	2017
Simultaneous computation of total viewshed on large high resolution grids S Tabik, EL Zapata, LF Romero International Journal of Geographical Information Science 27 (4), 804-814, 2013	61	2013
Detection of fir trees (Abies sibirica) damaged by the bark beetle in unmanned aerial vehicle images with deep learning A Safonova, S Tabik, D Alcaraz-Segura, A Rubtsov, Y Maglinets, ... Remote sensing 11 (6), 643, 2019	59	2019
Towards Highly Accurate Coral Texture Images Classification Using Deep Convolutional Neural Networks and Data Augmentation A Gómez-Ríos, S Tabik, J Luengo, ASM Shihavuddin, B Krawczyk, ... Expert Systems with Applications 118, 315-328, 2019	54	2019
Whale counting in satellite and aerial images with deep learning E Guirado, S Tabik, ML Rivas, D Alcaraz-Segura, F Herrera Scientific reports 9 (1), 1-12, 2019	49*	2019
A snapshot of image pre-processing for convolutional neural networks: case study of MNIST S Tabik, D Peralta, A Herrera-Poyatos, F Herrera International Journal of Computational Intelligence Systems 10, 555–568, 2017	48	2017
COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on Chest X-Ray images S Tabik, A Gómez-Ríos, JL Martín-Rodríguez, I Sevillano-García, ... IEEE Journal of Biomedical and Health Informatics 26 (12), 3595 - 3605, 2020	46	2020
Object detection binary classifiers methodology based on deep learning to identify small objects handled similarly: Application in video surveillance F Pérez-Hernández, S Tabik, A Lamas, R Olmos, H Fujita, F Herrera Knowledge-Based Systems 194, 105590, 2020	41	2020
Load balancing using work-stealing for pipeline parallelism in emerging applications A Navarro, R Asenjo, S Tabik, C Caşcaval Proceedings of the 23rd international conference on Supercomputing, 517-518, 2009	37	2009
BreakHis based breast cancer automatic diagnosis using deep learning: Taxonomy, survey and insights Y Benhammou, B Achchab, F Herrera, S Tabik Neurocomputing 375, 9-24, 2020	31	2020
Brightness guided preprocessing for automatic cold steel weapon detection in surveillance videos with deep learning A Castillo, S Tabik, F Pérez, R Olmos, F Herrera Neurocomputing 330, 151-161, 2019	23	2019
Efficient data structure and highly scalable algorithm for total-viewshed computation S Tabik, AR Cervilla, E Zapata, LF Romero IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014	22	2014
High-performance three-horizon composition algorithm for large-scale terrains S Tabik, LF Romero, EL Zapata International Journal of Geographical Information Science 25 (4), 541-555, 2011	20	2011
Fast clear-sky solar irradiation computation for very large digital elevation models LF Romero, S Tabik, JM Vías, EL Zapata Computer Physics Communications 178 (11), 800-808, 2008	20	2008
Deep learning in omics data analysis and precision medicine J Martorell-Marugán, S Tabik, Y Benhammou, C del Val, I Zwir, F Herrera, ... Exon Publications, 37-53, 2019	19	2019

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