Trabajos de Siham Tabki

Trabajos de Nombre

Computer Science


  Listando 13 trabajos del autor/autora 38
Lista de trabajos en el área Computer Science
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Article Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI Barredo Arrieta, Alejandro; Diaz-Rodriguez, Natalia; Del Ser, Javier; Bennetot, Adrien; Tabik, Siham; Barbado, Alberto; Garcia, Salvador; Gil-Lopez, Sergio; Molina, Daniel; Benjamins, Richard; Chatila, Raja; Herrera, Francisco INFORMATION FUSION 1566-2535 (2020) DOI / 10.1016/j.inffus.2019.12.012 Bronze, Green accepted
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Article MonuMAI: Dataset, deep learning pipeline and citizen science based app for monumental heritage taxonomy and classification Lamas, Alberto; Tabik, Siham; Cruz, Policarpo; Montes, Rosana; Martinez-Sevilla, Alvaro; Cruz, Teresa; Herrera, Francisco NEUROCOMPUTING 0925-2312 (2021) DOI / 10.1016/j.neucom.2020.09.041
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Article Deep recurrent neural network for geographical entities disambiguation on social media data Zuheros, Cristina; Tabik, Siham; Valdivia, Ana; Martinez-Camara, Eugenio; Herrera, Francisco KNOWLEDGE-BASED SYSTEMS 0950-7051 (2019) DOI / 10.1016/j.knosys.2019.02.030
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Article EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: The MonuMAI cultural heritage use case Diaz-Rodriguez, Natalia; Lamas, Alberto; Sanchez, Jules; Franchi, Gianni; Donadello, Ivan; Tabik, Siham; Filliat, David; Cruz, Policarpo; Montes, Rosana; Herrera, Francisco INFORMATION FUSION 1566-2535 (2021) DOI / 10.1016/j.inffus.2021.09.022 Green published, Green submitted, Hybrid
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Article Deep learning in video multi-object tracking: A survey Ciaparrone, Gioele; Luque Sanchez, Francisco; Tabik, Siham; Troiano, Luigi; Tagliaferri, Roberto; Herrera, Francisco NEUROCOMPUTING 0925-2312 (2020) DOI / 10.1016/j.neucom.2019.11.023
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Article Automatic handgun detection alarm in videos using deep learning Olmos, Roberto; Tabik, Siham; Herrera, Francisco NEUROCOMPUTING 0925-2312 (2018) DOI / 10.1016/j.neucom.2017.05.012
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Article Asynchronous Processing for Latent Fingerprint Identification on Heterogeneous CPU-GPU Systems Sanchez-Fernandez, Andres J.; Romero, Luis F.; Peralta, Daniel; Medina-Perez, Miguel Angel; Saeys, Yvan; Herrera, Francisco; Tabik, Siham IEEE ACCESS 2169-3536 (2020) DOI / 10.1109/access.2020.3005476 Gold DOAJ, Green published
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Article Revisiting crowd behaviour analysis through deep learning: Taxonomy, anomaly detection, crowd emotions, datasets, opportunities and prospects Luque Sanchez, Francisco; Hupont, Isabelle; Tabik, Siham; Herrera, Francisco INFORMATION FUSION 1566-2535 (2020) DOI / 10.1016/j.inffus.2020.07.008 Green published
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Article Brightness guided preprocessing for automatic cold steel weapon detection in surveillance videos with deep learning Castillo, Alberto; Tabik, Siham; Perez, Francisco; Olmos, Roberto; Herrera, Francisco NEUROCOMPUTING 0925-2312 (2019) DOI / 10.1016/j.neucom.2018.10.076
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Article A binocular image fusion approach for minimizing false positives in handgun detection with deep learning Olmos, Roberto; Tabik, Siham; Lamas, Alberto; Perez-Hernandez, Francisco; Herrera, Francisco INFORMATION FUSION 1566-2535 (2019) DOI / 10.1016/j.inffus.2018.11.015
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Article A snapshot of image pre-processing for convolutional neural networks: case study of MNIST Tabik, Siham; Peralta, Daniel; Herrera-Poyatos, Andres; Herrera, Francisco INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS 1875-6891 (2017) DOI / 10.2991/ijcis.2017.10.1.38 Gold DOAJ, Green published
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Article COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images Tabik, S.; Gomez-Rios, A.; Martin-Rodriguez, J. L.; Rey-Area, M.; Charte, D.; Guirado, E.; Suarez, J. L.; Luengo, J.; Valero-Gonzalez, M. A.; Garcia-Villanova, P.; Olmedo-Sanchez, E.; Herrera, F. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS 2168-2194 (2020) DOI / 10.1109/jbhi.2020.3037127 Green published, Green submitted
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Article A data relocation approach for terrain surface analysis on multi-GPU systems: a case study on the total viewshed problem Sanchez-Fernandez, A. J.; Romero, L. F.; Bandera, G.; Tabik, S. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE 1365-8816 (2020) DOI / 10.1080/13658816.2020.1844207