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Siham Tabik

University of Granada

32H-index
134Paper Count
1.2WCitation Count
Published Papers 35
Publication Date
What drives cultural ecosystem services in mountain protected areas? An AI-assisted answer using social media data
err2026-04-08
err0
PREAI
errJosé Carlos Pérez-Girón; Carlos Javier Navarro; Akram Elghouat; Rohaifa Khaldi; Domingo López-Pacheco; Salvador Arenas-Castro; Ana del Águila; Ricardo Moreno-Llorca; Nuria Pistón; Luis F. Romero; Ana Sofía Vaz; Siham Tabik; Javier Martínez-López; Domingo Alcaraz-Segura
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Aerosol type classification with machine learning techniques applied to multiwavelength lidar data from EARLINET
err2025-10-09
err0
errOAAI
errdel Aguila, Ana; Ortiz-Amezcua, Pablo; Tabik, Siham; Bravo-Aranda, Juan Antonio; Fernandez-Carvelo, Sol; Alados-Arboledas, Lucas
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Land use and land cover fraction estimation for Sentinel-2 RGB images: A new LULC mapping task
err2025-06-21
err0
PREAI
errJosé Rodríguez-Ortega; Siham Tabik; Yassir Benhammou; Rohaifa Khaldi; Domingo Alcaraz-Segura
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Individual mapping of large polymorphic shrubs in high mountains using satellite images and deep learning
err2024-11-01
err0
errOAAI
errKhaldi, Rohaifa; Tabik, Siham; Puertas-Ruiz, Sergio; de Giles, Julio Penas; Correa, Jose Antonio Hodar; Zamora, Regino; Segura, Domingo Alcaraz
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Can citizen science and social media images support the detection of new invasion sites? A deep learning test case with Cortaderia selloana
err2024-07-01
err1
errOAAI
errCardoso, Ana Sofia; Malta-Pinto, Eva; Tabik, Siham; August, Tom; Roy, Helen E.; Correia, Ricardo; Vicente, Joana R.; Vaz, Ana Sofia
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What is the best RNN-cell structure to forecast each time series behavior?
err2023-04-01
err20
errOAAI
errKhaldi, Rohaifa; El Afia, Abdellatif; Chiheb, Raddouane; Tabik, Siham
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Climate legacies drive the distribution and future restoration potential of dryland forests
err2022-07-25
err13
errOAAI
errGuirado, Emilio; Delgado-Baquerizo, Manuel; Martinez-Valderrama, Jaime; Tabik, Siham; Alcaraz-Segura, Domingo; Maestre, Fernando T.
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Human pose estimation for mitigating false negatives in weapon detection in video-surveillance
err2022-06-01
err27
PREAI
errLamas, Alberto; Tabik, Siham; Montes, Antonio Cano; Perez-Hernandez, Francisco; Garcia, Jorge; Olmos, Roberto; Herrera, Francisco
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Classifying the content of social media images to support cultural ecosystem service assessments using deep learning models
err2022-04-01
err29
PREAI
errCardoso, Ana Sofia; Renna, Francesco; Moreno-Llorca, Ricardo; Alcaraz-Segura, Domingo; Tabik, Siham; Ladle, Richard J.; Sofia Vaz, Ana
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TimeSpec4LULC: a global multispectral time series database for training LULC mapping models with machine learning
err2022-03-30
err4
errOAAI
errKhaldi, Rohaifa; Alcaraz-Segura, Domingo; Guirado, Emilio; Benhammou, Yassir; El Afia, Abdellatif; Herrera, Francisco; Tabik, Siham
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EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: The MonuMAI cultural heritage use case
err2022-03-01
err47
errOAAI
errDiaz-Rodriguez, Natalia; Lamas, Alberto; Sanchez, Jules; Franchi, Gianni; Donadello, Ivan; Tabik, Siham; Filliat, David; Cruz, Policarpo; Montes, Rosana; Herrera, Francisco
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Lights and shadows in Evolutionary Deep Learning: Taxonomy, critical methodological analysis, cases of study, learned lessons, recommendations and challenges
err2021-03-01
err23
errOAAI
errMartinez, Aritz D.; Del Ser, Javier; Villar-Rodriguez, Esther; Osaba, Eneko; Poyatos, Javier; Tabik, Siham; Molina, Daniel; Herrera, Francisco
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Olive Tree Biovolume from UAV Multi-Resolution Image Segmentation with Mask R-CNN
errSENSORS
IF3.5
err2021-02-25
err58
errOAAI
errSafonova, Anastasiia; Guirado, Emilio; Maglinets, Yuriy; Alcaraz-Segura, Domingo; Tabik, Siham
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MonuMAI: Dataset, deep learning pipeline and citizen science based app for monumental heritage taxonomy and classification
err2021-01-01
err27
errOAAI
errLamas, Alberto; Tabik, Siham; Cruz, Policarpo; Montes, Rosana; Martinez-Sevilla, Alvaro; Cruz, Teresa; Herrera, Francisco
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COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images
err2020-12-01
err179
errOAAI
errTabik, S.; Gomez-Rios, A.; Martin-Rodriguez, J. L.; Sevillano-Garcia, I; Rey-Area, M.; Charte, D.; Guirado, E.; Suarez, J. L.; Luengo, J.; Valero-Gonzalez, M. A.; Garcia-Villanova, P.; Olmedo-Sanchez, E.; Herrera, F.
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MNIST-NET10: A heterogeneous deep networks fusion based on the degree of certainty to reach 0.1% error rate. Ensembles overview and proposal
err2020-10-01
err21
errOAAI
errTabik, Siham; Alvear-Sandoval, Ricardo F.; Ruiz, Maria M.; Sancho-Gomez, Jose-Luis; Figueiras-Vidal, Anibal R.; Herrera, Francisco
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Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
err2020-06-01
err3.9K
errOAAI
errBarredo 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
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Object Detection Binary Classifiers methodology based on deep learning to identify small objects handled similarly: Application in video surveillance
err2020-04-01
err111
PREAI
errPerez-Hernandez, Francisco; Tabik, Siham; Lamas, Alberto; Olmos, Roberto; Fujita, Hamido; Herrera, Francisco
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