Tabik, Siham Author

Classifying the content of social media images to support cultural ecosystem service assessments using deep learning models

  • Ana Sofia Cardoso
  • Francesco Renna
  • Ricardo Moreno-Llorca
  • Domingo Alcaraz-Segura
  • Siham Tabik
  • Richard J. Ladle
  • Ana Sofia Vaz
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Ecosystem Services - 1/04/2022

10.1016/j.ecoser.2022.101410

Cite count: 18 (Web of Science) 5 (Scopus)

Lights and shadows in Evolutionary Deep Learning: Taxonomy, critical methodological analysis, cases of study, learned lessons, recommendations and challenges

  • Martinez A.D.
  • Del Ser J.
  • Villar-Rodriguez E.
  • Osaba E.
  • Poyatos J.
  • Tabik S.
  • Molina D.
  • Herrera F.
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Information Fusion - 1/3/2021

10.1016/j.inffus.2020.10.014

Cite count: 3 (Scopus)

Sentinel2GlobalLULC: A deep-learning-ready Sentinel-2 RGB image dataset for global land use/cover mapping

  • yassir Benhammou
  • Domingo Alcaraz Segura
  • Emilio Guirado
  • Rohaifa Khaldi
  • Boujemâa Achchab
  • Francisco Herrera
  • Siham Tabik
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BioRxiv - 3/12/2021

10.1101/2021.12.01.470768

  • ORCID

MonuMAI: Dataset, deep learning pipeline and citizen science based app for monumental heritage taxonomy and classification

  • Lamas A.
  • Tabik S.
  • Cruz P.
  • Montes R.
  • Martínez-Sevilla Á.
  • Cruz T.
  • Herrera F.
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NEUROCOMPUTING - 8/1/2021

10.1016/j.neucom.2020.09.041

Cite count: 4 (Scopus)
Open Access

CI-dataset and DetDSCI methodology for detecting too small and too large critical infrastructures in satellite images: Airports and electrical substations as case study

  • PerezHernandez F.
  • Rodriguez-Ortega J.
  • Benhammou Y.
  • Herrera F.
  • Tabik S.

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing - 1/1/2021

10.1109/jstars.2021.3128994

Cite count: 3 (Web of Science)
Open Access

Olive Tree Biovolume from UAV Multi-Resolution Image Segmentation with Mask R-CNN

  • Anastasiia Safonova
  • Emilio Guirado
  • Yuriy Maglinets
  • Domingo Alcaraz-Segura
  • Siham Tabik

SENSORS - 25/02/2021

10.3390/s21051617

Cite count: 40 (Web of Science) 6 (Scopus)
Open Access

Mask R-CNN and OBIA Fusion Improves the Segmentation of Scattered Vegetation in Very High-Resolution Optical Sensors

  • Emilio Guirado
  • Javier Blanco-Sacristán
  • Emilio Rodríguez-Caballero
  • Siham Tabik
  • Domingo Alcaraz-Segura
  • Jaime Martínez-Valderrama
  • Javier Cabello
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SENSORS - 5/01/2021

10.3390/s21010320

Cite count: 28 (Web of Science) 6 (Scopus)

Explainable 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.
  • Chatila R.
  • Herrera F.
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Information Fusion - 1/6/2020

10.1016/j.inffus.2019.12.012

Cite count: 2,568 (Web of Science) 678 (Scopus)

Tree cover estimation in global drylands from space using deep learning

  • Guirado E.
  • Alcaraz-Segura D.
  • Cabello J.
  • Puertas-Ruíz S.
  • Herrera F.
  • Tabik S.

Remote Sensing - 1/2/2020

10.3390/rs12030343

Cite count: 15 (Web of Science) 7 (Scopus)

A data relocation approach for terrain surface analysis on multi-GPU systems: a case study on the total viewshed problem

  • A. J. Sanchez-Fernandez
  • L. F. Romero
  • G. Bandera
  • S. Tabik

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE - 4/12/2020

10.1080/13658816.2020.1844207

Cite count: 7 (Web of Science)
Open Access

A First Step to Accelerating Fingerprint Matching Based on Deformable Minutiae Clustering

  • Jesus Sanchez, Andres
  • Felipe Romero, Luis
  • Tabik, Siham
  • Angel Medina-Perez, Miguel
  • Herrera, Francisco
  • Herrera, F
  • Damas, S
  • Montes, R
  • Alonso, S
  • Cordon, O
  • Gonzalez, A
  • Troncoso, A
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ADVANCES IN ARTIFICIAL INTELLIGENCE, CAEPIA 2018 - 1/1/2018

10.1007/978-3-030-00374-6_34 View source

Cite count: 1 (Web of Science) 2 (Scopus)
Open Access

A data partitioning model for highly heterogeneous systems

  • Tabik S.
  • Ortega G.
  • Garzón E.
  • Suárez D.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2017

10.1007/978-3-319-58943-5_38

Cite count: 1 (Web of Science) 3 (Scopus)
Open Access

Fast insolation computation in large territories

  • Tabik, Siham
  • Vias, Jesus M.
  • Zapata, Emilio L.
  • Romero, Luis F.
  • Shi, Y
  • VanAlbada, GD
  • Dongarra, J
  • Sloot, PMA
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COMPUTATIONAL SCIENCE - ICCS 2007, PT 1, PROCEEDINGS - 24/12/2007

10.1007/978-3-540-72584-8_8 View source

Cite count: 2 (Web of Science) 4 (Scopus)
Open Access

Three-dimensional bursting simulation on two parallel systems

  • Tabik S.
  • Romero L.
  • Garzón E.
  • García I.
  • Ramos J.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2007

10.1007/978-3-540-74484-9_80

Cite count:

Parallel computing of partial differential equations based-applications

  • Siham Tabik
  • Ester Martín Garzón
  • Luis Felipe Romero Gómez

2006

Cite count:
  • Dialnet
Open Access

Parallel simulation of three-dimensional bursting with MPI and OpenMP

  • Tabik S.
  • Romero L.
  • Garzón E.
  • Ramos J.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2006

10.1007/11758525_15 View source

Cite count:
Open Access

Evaluation of parallel paradigms on anisotropic nonlinear diffusion

  • Tabik S.
  • Garzón E.
  • García I.
  • Fernández J.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2006

10.1007/11823285_122

Cite count: 1 (Web of Science) 1 (Scopus)

Distribuciones de datos basadas en valores para matrices dispersas: dos soluciones basadas en permutaciones

  • Ester Martín Garzón
  • Siham Tabik
  • Inmaculada García Fernández

XIII Jornadas de Paralelismo : Lleida, 9, 10 y 11 de septiembre de 2002 : actas - 2002

Cite count:
  • Dialnet

Action Recognition for Anomaly Detection Using Transfer Learning and Deep Architectures

  • Sánchez F.L.
  • Tabik S.
  • Herrera F.

Lecture Notes in Networks and Systems - 1/1/2022

10.1007/978-3-030-85365-5_18

Cite count:
Open Access

Segmentation of olive trees using mask R-CNN architecture

  • Safonova A.
  • Tabik S.
  • Maglinets Y.

CEUR Workshop Proceedings - 1/1/2019

Cite count:

A first study exploring the performance of the state-of-the art cnn model in the problem of breast cancer

  • Benhammou Y.
  • Tabik S.
  • Herrera F.
  • Achchab B.

ACM International Conference Proceeding Series - 2/5/2018

10.1145/3230905.3230940

Cite count: 5 (Scopus)
Open Access

Framework for the Training of Deep Neural Networks in TensorFlow Using Metaheuristics

  • Muñoz-Ordóñez J.
  • Cobos C.
  • Mendoza M.
  • Herrera-Viedma E.
  • Herrera F.
  • Tabik S.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2018

10.1007/978-3-030-03493-1_83

Cite count: 6 (Scopus)

3D-viewshed map: A measure of landscape deepness

  • Cervilla A.
  • Tabik S.
  • Romero L.

GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems - 3/11/2015

10.1145/2820783.2820865

Cite count:

Siting Multiple Observers for Maximum Coverage: An Accurate Approach

  • Cervilla, A.R.
  • Tabik, S.
  • Romero, L.F.

INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, ICCS 2015 COMPUTATIONAL SCIENCE AT THE GATES OF NATURE - 1/1/2015

10.1016/j.procs.2015.05.255 View source

Cite count: 9 (Web of Science) 8 (Scopus)

Anisotropic Nonlinear Diffusion for Filtering 3D Images On GPUs

  • Tabik, S.
  • Murarasu, A.
  • Romero, L.F.

2014 IEEE INTERNATIONAL CONFERENCE ON CLUSTER COMPUTING (CLUSTER) - 1/1/2014

10.1109/cluster.2014.6968786 View source

Cite count: 3 (Web of Science) 2 (Scopus)
Open Access

A Job Scheduling Approach for Multi-core Clusters Based on Virtual Malleability

  • Utrera G.
  • Tabik S.
  • Corbalan J.
  • Labarta J.

EURO-PAR 2012 PARALLEL PROCESSING - 24/10/2012

10.1007/978-3-642-32820-6_20 View source

Cite count: 13 (Web of Science) 11 (Scopus)

A fast GIS-tool to compute the maximum solar energy on very large terrains

  • Tabik, S.
  • Villegas, A.
  • Zapata, E.L.
  • Romero, L.F.

PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, ICCS 2012 - 1/1/2012

10.1016/j.procs.2012.04.039 View source

Cite count: 13 (Web of Science) 9 (Scopus)

Spectral evolution simulation on leading multi-socket, multicore platforms

  • Tabik S.
  • Mimica P.
  • Plata O.
  • Zapata E.
  • Romero L.

18th International Conference on High Performance Computing, HiPC 2011 - 1/12/2011

10.1109/hipc.2011.6152730

Cite count:

This author has no patents.

FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations

  • Rey-Area M.
  • Guirado E.
  • Tabik S.
  • Ruiz-Hidalgo J.

arXiv - 1/06/2020

10.48550/arxiv.2005.08235

Cite count: 9 (Web of Science) 4 (Scopus)

Scopus: 16

Web of Science: 20

Scopus: 24

Web of Science: 29

Last data update: 4/27/24 9:53 AM
Next scheduled update: 5/4/24 3:00 AM