Siham Tabik

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Francisco HerreraProfessor Computer Science and AI, DaSCI Research Institute, Granada University, SpainVerifisert e-postadresse på decsai.ugr.es
Domingo Alcaraz-SeguraBotany Dept., University of Granada. IISTA - CAESCGVerifisert e-postadresse på ugr.es
Luis F. RomeroProfesor Titular, Universidad de MálagaVerifisert e-postadresse på uma.es
Emilio Guirado (ORCID: 0000-0001-5...Universidad de AlicanteVerifisert e-postadresse på ua.es
Natalia Díaz-Rodríguez, PhD (ORCID:...Professor, University of Granada, Spain, DaSCI Andalusian Institute on Data Science (RoR:04njjy449)Verifisert e-postadresse på ugr.es
Roberto Olmos PimentelDoctor por la Universidad de GranadaVerifisert e-postadresse på correo.ugr.es
Rohaifa KhaldiDept of Computer Science and Artificial Intelligence, DaSCI, University of GranadaVerifisert e-postadresse på ugr.es
Yassir BenhammouPhD, University of GranadaVerifisert e-postadresse på correo.ugr.es
Alberto LamasPhD student, Computer Science and Artificial Intelligence Department, Granada UniversityVerifisert e-postadresse på ugr.es
E M GARZONFull Professor. Almeria UniversityVerifisert e-postadresse på ual.es
ASM ShihavuddinProfessor, EEE, Presidency University (PU)Verifisert e-postadresse på pu.edu.bd
Andres Jesus Sanchez FernandezAndres J. Sanchez-Fernandez. PhD scientific and research staff at the University of Extremadura.Verifisert e-postadresse på unex.es
Bartosz KrawczykAssistant Professor, Center for Imaging Science, Rochester Institute of Technology, USAVerifisert e-postadresse på rit.edu
Daniel PeraltaAssistant Professor, Dept. of Computer Science and Artificial Intelligence, University of GranadaVerifisert e-postadresse på ugr.es
Ana Sofia VazNBI - Natural Business IntelligenceVerifisert e-postadresse på nbi.pt
Isabelle Hupont TorresEuropean Commission - Joint Research CentreVerifisert e-postadresse på ec.europa.eu
José Rodríguez-OrtegaPhD student in Deep Learning at the University of GranadaVerifisert e-postadresse på go.ugr.es
Anastasiia SafonovaLeibniz-Centre for Agricultural Landscape Research (ZALF)

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Siham Tabik

Professor, Dpt. Computer Science and Artificial Intelligence, University of Granada

Verifisert e-postadresse på ugr.es

Machine Learning Computer Vision Remote Sensing


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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, 2020	9201	2020
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	764	2020
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	429	2020
Automatic Handgun Detection Alarm in Videos Using Deep Learning R Olmos, S Tabik, F Herrera Neurocomputing 275, 66-72, 2018	302	2018
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	222*	2017
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	198	2019
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	189	2020
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), 14259, 2019	179	2019
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	167	2020
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	162	2019
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	124	2019
Analytical modeling of pipeline parallelism A Navarro, R Asenjo, S Tabik, C Cascaval 2009 18th international conference on parallel architectures and compilation …, 2009	123	2009
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	122	2010
EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: The MonuMAI cultural heritage use case FH Natalia Díaz-Rodríguez, Alberto Lamas, Jules Sanchez, Gianni Franchi ... Information Fusion 79, 58-83, 2022	108	2022
Revisiting crowd behaviour analysis through deep learning: Taxonomy, anomaly detection, crowd emotions, datasets, opportunities and prospects FL Sánchez, I Hupont, S Tabik, F Herrera Information Fusion 64, 318-335, 2020	103	2020
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	101	2017
Olive tree biovolume from UAV multi-resolution image segmentation with mask R-CNN A Safonova, E Guirado, Y Maglinets, D Alcaraz-Segura, S Tabik Sensors 21 (5), 1617, 2021	89	2021
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	89	2019
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	88	2013
A first study exploring the performance of the state-of-the art CNN model in the problem of breast cancer Y Benhammou, S Tabik, B Achchab, F Herrera Proceedings of the International Conference on Learning and Optimization …, 2018	61	2018

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