Siham Tabik

84 papers A 1B 1C 3Misc 5Journal 64Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
CHaRNet: Conditioned Heatmap Regression for Robust Dental Landmark Localization.
CoRR
José Rodríguez-Ortega, Francisco Pérez-Hernández, Siham Tabik
2024 J jnl
Bidirectional Recurrent Imputation and Abundance Estimation of LULC Classes With MODIS Multispectral Time-Series and Geo-Topographic and Climatic Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
José Rodríguez-Ortega, Rohaifa Khaldi, Domingo Alcaraz-Segura, Siham Tabik
2024 J jnl
Can citizen science and social media images support the detection of new invasion sites? A deep learning test case with Cortaderia selloana.
Ecol. Informatics
Ana Sofia Cardoso, Eva Malta-Pinto, Siham Tabik, Tom August, Helen E. Roy, Ricardo Correia, Joana R. Vicente, Ana Sofia Vaz
2024 J jnl
Individual mapping of large polymorphic shrubs in high mountains using satellite images and deep learning.
Int. J. Appl. Earth Obs. Geoinformation
Rohaifa Khaldi, Siham Tabik, Sergio Puertas-Ruíz, Julio Peñas de Giles, José Antonio Hódar Correa, Regino Zamora, Domingo Alcaraz-Segura
2024 J jnl
On Large Uni- and Multi-modal Models for Unsupervised Classification of Social Media Images: Nature's Contribution to People as a case study.
CoRR
Rohaifa Khaldi, Domingo Alcaraz-Segura, Ignacio Sánchez-Herrera, Javier Martínez-López, Carlos Javier Navarro, Siham Tabik
2024 J jnl
Self-Supervised Learning on Small In-Domain Datasets Can Overcome Supervised Learning in Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
A. J. Sanchez-Fernandez, Sergio Moreno-Álvarez, Juan-Antonio Rico-Gallego, Siham Tabik
2024 J jnl
Shrub of a thousand faces: an individual segmentation from satellite images using deep learning.
CoRR
Rohaifa Khaldi, Siham Tabik, Sergio Puertas-Ruíz, Julio Peñas de Giles, José Antonio Hódar Correa, Regino Zamora, Domingo Alcaraz-Segura
2023 J jnl
Deep Learning for blind spectral unmixing of LULC classes with MODIS multispectral time series and ancillary data.
CoRR
José Rodríguez-Ortega, Rohaifa Khaldi, Domingo Alcaraz-Segura, Siham Tabik
2023 J jnl
What is the best RNN-cell structure to forecast each time series behavior?
Expert Syst. Appl.
Rohaifa Khaldi, Abdellatif El Afia, Raddouane Chiheb, Siham Tabik
2022 J jnl
EXplainable Neural-Symbolic Learning (
Inf. Fusion
Natalia Díaz Rodríguez, Alberto Lamas, Jules Sanchez, Gianni Franchi, Ivan Donadello, Siham Tabik, David Filliat, Policarpo Cruz, Rosana Montes, Francisco Herrera
2022 J jnl
Human pose estimation for mitigating false negatives in weapon detection in video-surveillance.
Neurocomputing
Alberto Lamas, Siham Tabik, Antonio Cano Montes, Francisco Pérez-Hernández, Jorge García-Torres Fernández, Roberto Olmos, Francisco Herrera
2022 J jnl
VPP: Visibility-Based Path Planning Heuristic for Monitoring Large Regions of Complex Terrain Using a UAV Onboard Camera.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Andres Jesus Sanchez, Luis F. Romero, Gerardo Bandera, Siham Tabik
2022 J jnl
What is the best RNN-cell structure for forecasting each time series behavior?
CoRR
Rohaifa Khaldi, Abdellatif El Afia, Raddouane Chiheb, Siham Tabik
2021 J jnl
A data relocation approach for terrain surface analysis on multi-GPU systems: a case study on the total viewshed problem.
Int. J. Geogr. Inf. Sci.
A. J. Sanchez-Fernandez, Luis F. Romero, Gerardo Bandera, Siham Tabik
2021 J jnl
CI-Dataset and DetDSCI Methodology for Detecting Too Small and Too Large Critical Infrastructures in Satellite Images: Airports and Electrical Substations as Case Study.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Francisco Pérez-Hernández, José Rodríguez-Ortega, Yassir Benhammou, Francisco Herrera, Siham Tabik
2021 J jnl
EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case.
CoRR
Natalia Díaz Rodríguez, Alberto Lamas, Jules Sanchez, Gianni Franchi, Ivan Donadello, Siham Tabik, David Filliat, Policarpo Cruz, Rosana Montes, Francisco Herrera
2021 J jnl
Lights and shadows in Evolutionary Deep Learning: Taxonomy, critical methodological analysis, cases of study, learned lessons, recommendations and challenges.
Inf. Fusion
Aritz D. Martinez, Javier Del Ser, Esther Villar-Rodriguez, Eneko Osaba, Javier Poyatos, Siham Tabik, Daniel Molina, Francisco Herrera
2021 J jnl
MULTICAST: MULTI Confirmation-level Alarm SysTem based on CNN and LSTM to mitigate false alarms for handgun detection in video-surveillance.
CoRR
Roberto Olmos, Siham Tabik, Francisco Pérez-Hernández, Alberto Lamas, Francisco Herrera
2021 J jnl
Mask R-CNN and OBIA Fusion Improves the Segmentation of Scattered Vegetation in Very High-Resolution Optical Sensors.
Sensors
Emilio Guirado, Javier Blanco-Sacristán, Emilio Rodríguez-Caballero, Siham Tabik, Domingo Alcaraz-Segura, Jaime Martínez Valderrama, Javier Cabello
2021 J jnl
MonuMAI: Dataset, deep learning pipeline and citizen science based app for monumental heritage taxonomy and classification.
Neurocomputing
Alberto Lamas, Siham Tabik, Policarpo Cruz, Rosana Montes, Álvaro Martínez-Sevilla, Teresa Cruz, Francisco Herrera
2021 J jnl
Olive Tree Biovolume from UAV Multi-Resolution Image Segmentation with Mask R-CNN.
Sensors
Anastasiia Safonova, Emilio Guirado, Yuriy Maglinets, Domingo Alcaraz-Segura, Siham Tabik
2021 J jnl
Small and large scale critical infrastructures detection based on deep learning using high resolution orthogonal images.
CoRR
Francisco Pérez-Hernández, José Rodríguez-Ortega, Yassir Benhammou, Francisco Herrera, Siham Tabik
2020 J jnl
A tutorial on ensembles and deep learning fusion with MNIST as guiding thread: A complex heterogeneous fusion scheme reaching 10 digits error.
CoRR
Siham Tabik, Ricardo F. Alvear-Sandoval, María M. Ruiz, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal, Francisco Herrera
2020 J jnl
Array relocation approach for radial scanning algorithms on multi-GPU systems: total viewshed problem as a case study.
CoRR
A. J. Sanchez-Fernandez, Luis F. Romero, Gerardo Bandera, Siham Tabik
2020 J jnl
Asynchronous Processing for Latent Fingerprint Identification on Heterogeneous CPU-GPU Systems.
IEEE Access
Andres Jesus Sanchez, Luis F. Romero, Daniel Peralta, Miguel Angel Medina-Pérez, Yvan Saeys, Francisco Herrera, Siham Tabik
2020 J jnl
BreakHis based breast cancer automatic diagnosis using deep learning: Taxonomy, survey and insights.
Neurocomputing
Yassir Benhammou, Boujemâa Achchab, Francisco Herrera, Siham Tabik
2020 J jnl
COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images.
IEEE J. Biomed. Health Informatics
Siham Tabik, Anabel Gómez-Ríos, J. L. Martín-Rodríguez, I. Sevillano-García, Manuel Rey-Area, David Charte, Emilio Guirado, Juan-Luis Suárez, Julián Luengo, M. A. Valero-González, P. García-Villanova, Eulalia Olmedo-Sánchez, Francisco Herrera
2020 J jnl
COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on Chest X-Ray images.
CoRR
Siham Tabik, Anabel Gómez-Ríos, J. L. Martín-Rodríguez, I. Sevillano-García, Manuel Rey-Area, David Charte, Emilio Guirado, Juan-Luis Suárez, Julián Luengo, M. A. Valero-González, P. García-Villanova, Eulalia Olmedo-Sánchez, Francisco Herrera
2020 J jnl
Deep learning in video multi-object tracking: A survey.
Neurocomputing
Gioele Ciaparrone, Francisco Luque Sánchez, Siham Tabik, Luigi Troiano, Roberto Tagliaferri, Francisco Herrera
2020 J jnl
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI.
Inf. Fusion
Alejandro Barredo Arrieta, Natalia Díaz Rodríguez, Javier Del Ser, Adrien Bennetot, Siham Tabik, Alberto Barbado, Salvador García, Sergio Gil-Lopez, Daniel Molina, Richard Benjamins, Raja Chatila, Francisco Herrera
2020 J jnl
FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations.
CoRR
Manuel Rey-Area, Emilio Guirado, Siham Tabik, Javier Ruiz Hidalgo
2020 J jnl
FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations.
Inf. Fusion
Manuel Rey-Area, Emilio Guirado, Siham Tabik, Javier Ruiz Hidalgo
2020 J jnl
Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical Methodological Analysis, Cases of Study, Learned Lessons, Recommendations and Challenges.
CoRR
Aritz D. Martinez, Javier Del Ser, Esther Villar-Rodriguez, Eneko Osaba, Javier Poyatos, Siham Tabik, Daniel Molina, Francisco Herrera
2020 J jnl
MNIST-NET10: A heterogeneous deep networks fusion based on the degree of certainty to reach 0.1% error rate. Ensembles overview and proposal.
Inf. Fusion
Siham Tabik, Ricardo F. Alvear-Sandoval, María M. Ruiz, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal, Francisco Herrera
2020 J jnl
Object Detection Binary Classifiers methodology based on deep learning to identify small objects handled similarly: Application in video surveillance.
Knowl. Based Syst.
Francisco Pérez-Hernández, Siham Tabik, Alberto Castillo Lamas, Roberto Olmos, Hamido Fujita, Francisco Herrera
2020 J jnl
Revisiting crowd behaviour analysis through deep learning: Taxonomy, anomaly detection, crowd emotions, datasets, opportunities and prospects.
Inf. Fusion
Francisco Luque Sánchez, Isabelle Hupont, Siham Tabik, Francisco Herrera
2020 J jnl
Tree Cover Estimation in Global Drylands from Space Using Deep Learning.
Remote. Sens.
Emilio Guirado, Domingo Alcaraz-Segura, Javier Cabello, Sergio Puertas-Ruíz, Francisco Herrera, Siham Tabik
2019 J jnl
A binocular image fusion approach for minimizing false positives in handgun detection with deep learning.
Inf. Fusion
Roberto Olmos, Siham Tabik, Alberto Castillo Lamas, Francisco Pérez-Hernández, Francisco Herrera
2019 J jnl
Brightness guided preprocessing for automatic cold steel weapon detection in surveillance videos with deep learning.
Neurocomputing
Alberto Castillo, Siham Tabik, Francisco Pérez, Roberto Olmos, Francisco Herrera
2019 J jnl
Coral species identification with texture or structure images using a two-level classifier based on Convolutional Neural Networks.
Knowl. Based Syst.
Anabel Gómez-Ríos, Siham Tabik, Julián Luengo, A. S. M. Shihavuddin, Francisco Herrera
2019 J jnl
Deep Learning in Video Multi-Object Tracking: A Survey.
CoRR
Gioele Ciaparrone, Francisco Luque Sánchez, Siham Tabik, Luigi Troiano, Roberto Tagliaferri, Francisco Herrera
2019 J jnl
Deep recurrent neural network for geographical entities disambiguation on social media data.
Knowl. Based Syst.
Cristina Zuheros, Siham Tabik, Ana Valdivia, Eugenio Martínez-Cámara, Francisco Herrera
2019 J jnl
Detection of Fir Trees (
Remote. Sens.
Anastasiia Safonova, Siham Tabik, Domingo Alcaraz-Segura, Alexey Rubtsov, Yuriy Maglinets, Francisco Herrera
2019 J jnl
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI.
CoRR
Alejandro Barredo Arrieta, Natalia Díaz Rodríguez, Javier Del Ser, Adrien Bennetot, Siham Tabik, Alberto Barbado, Salvador García, Sergio Gil-Lopez, Daniel Molina, Richard Benjamins, Raja Chatila, Francisco Herrera
2019 J jnl
Towards highly accurate coral texture images classification using deep convolutional neural networks and data augmentation.
Expert Syst. Appl.
Anabel Gómez-Ríos, Siham Tabik, Julián Luengo, A. S. M. Shihavuddin, Bartosz Krawczyk, Francisco Herrera
2018 — conf
A First Step to Accelerating Fingerprint Matching Based on Deformable Minutiae Clustering.
CAEPIA
Andres Jesus Sanchez, Luis Felipe Romero, Siham Tabik, Miguel Angel Medina-Pérez, Francisco Herrera
2018 — conf
A first study exploring the performance of the state-of-the art CNN model in the problem of breast cancer.
LOPAL
Yassir Benhammou, Siham Tabik, Boujemâa Achchab, Francisco Herrera
2018 J jnl
A tuning approach for iterative multiple 3d stencil pipeline on GPUs: Anisotropic Nonlinear Diffusion algorithm as case study.
J. Supercomput.
Siham Tabik, Maurice Peemen, Luis F. Romero
2018 J jnl
Automatic handgun detection alarm in videos using deep learning.
Neurocomputing
Roberto Olmos, Siham Tabik, Francisco Herrera
2018 — conf
Framework for the Training of Deep Neural Networks in TensorFlow Using Metaheuristics.
IDEAL (1)
Julián Fernando Muñoz-Ordóñez, Carlos Cobos, Martha Mendoza, Enrique Herrera-Viedma, Francisco Herrera, Siham Tabik
2018 J jnl
Towards Highly Accurate Coral Texture Images Classification Using Deep Convolutional Neural Networks and Data Augmentation.
CoRR
Anabel Gómez-Ríos, Siham Tabik, Julián Luengo, A. S. M. Shihavuddin, Bartosz Krawczyk, Francisco Herrera
2017 J jnl
A snapshot of image pre-processing for convolutional neural networks: case study of MNIST.
Int. J. Comput. Intell. Syst.
Siham Tabik, Daniel Peralta, Andrés Herrera-Poyatos, Francisco Herrera
2017 J jnl
Automatic Handgun Detection Alarm in Videos Using Deep Learning.
CoRR
Roberto Olmos, Siham Tabik, Francisco Herrera
2017 J jnl
Deep-Learning Convolutional Neural Networks for scattered shrub detection with Google Earth Imagery.
CoRR
Emilio Guirado, Siham Tabik, Domingo Alcaraz-Segura, Javier Cabello, Francisco Herrera
2017 J jnl
Deep-learning
Remote. Sens.
Emilio Guirado, Siham Tabik, Domingo Alcaraz-Segura, Javier Cabello, Francisco Herrera
2017 J jnl
Total 3D-viewshed Map: Quantifying the Visible Volume in Digital Elevation Models.
Trans. GIS
Antonio Rodriguez Cervilla, Siham Tabik, Jesús M. Vías, Matías Mérida, Luis F. Romero
2016 — conf
A Data Partitioning Model for Highly Heterogeneous Systems.
Euro-Par Workshops
Siham Tabik, Gloria Ortega, Ester M. Garzón, D. Suárez
2015 — conf
3D-viewshed map: a measure of landscape deepness.
SIGSPATIAL/GIS
Antonio Rodriguez Cervilla, Siham Tabik, Luis F. Romero
2015 J jnl
Demystifying the 16 × 16 thread-block for stencils on the GPU.
Concurr. Comput. Pract. Exp.
Siham Tabik, Maurice Peemen, Nicolás Guil, Henk Corporaal
2015 J jnl
Efficient Data Structure and Highly Scalable Algorithm for Total-Viewshed Computation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Siham Tabik, Antonio Rodriguez Cervilla, Emilio L. Zapata, Luis F. Romero
2015 Misc conf
Siting Multiple Observers for Maximum Coverage: An Accurate Approach.
ICCS
Antonio Rodriguez Cervilla, Siham Tabik, Luis F. Romero
2014 C conf
Anisotropic nonlinear diffusion for filtering 3D images on GPUs.
CLUSTER
Siham Tabik, Alin Murarasu, Luis Felipe Romero
2014 J jnl
Performance evaluation of kernel fusion BLAS routines on the GPU: iterative solvers as case study.
J. Supercomput.
Siham Tabik, Gloria Ortega, Ester M. Garzón
2013 J jnl
Optimal tilt and orientation maps: a multi-algorithm approach for heterogeneous multicore-GPU systems.
J. Supercomput.
Siham Tabik, Alejandro Villegas, Emilio L. Zapata, Luis F. Romero
2013 J jnl
Simultaneous computation of total viewshed on large high resolution grids.
Int. J. Geogr. Inf. Sci.
Siham Tabik, Emilio L. Zapata, Luis F. Romero
2012 Misc conf
A Fast GIS-tool to Compute the Maximum Solar Energy on Very Large Terrains.
ICCS
Siham Tabik, Alejandro Villegas, Emilio L. Zapata, Luis F. Romero
2012 — conf
A Job Scheduling Approach for Multi-core Clusters Based on Virtual Malleability.
Euro-Par
Gladys Utrera, Siham Tabik, Julita Corbalán, Jesús Labarta
2012 J jnl
VLBI-resolution radio-map algorithms: Performance analysis of different levels of data-sharing on multi-socket, multi-core architectures.
Comput. Phys. Commun.
Siham Tabik, Luis F. Romero, Petar Mimica, Oscar G. Plata, Emilio L. Zapata
2011 J jnl
High-performance three-horizon composition algorithm for large-scale terrains.
Int. J. Geogr. Inf. Sci.
Siham Tabik, Luis F. Romero, Emilio L. Zapata
2011 Misc conf
Spectral evolution simulation on leading multi-socket, multicore platforms.
HiPC
Siham Tabik, Petar Mimica, Oscar G. Plata, Emilio L. Zapata, Luis F. Romero
2010 J jnl
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.
Sensors
Domingo Alcaraz-Segura, Elisa Liras, Siham Tabik, José M. Paruelo, Javier Cabello
2009 B conf
Analytical Modeling of Pipeline Parallelism.
PACT
Angeles G. Navarro, Rafael Asenjo, Siham Tabik, Calin Cascaval
2009 A conf
Load balancing using work-stealing for pipeline parallelism in emerging applications.
ICS
Angeles G. Navarro, Rafael Asenjo, Siham Tabik, Calin Cascaval
2008 J jnl
Fast clear-sky solar irradiation computation for very large digital elevation models.
Comput. Phys. Commun.
Luis F. Romero, Siham Tabik, Jesús M. Vías, Emilio L. Zapata
2008 J jnl
On a model of three-dimensional bursting and its parallel implementation.
Comput. Phys. Commun.
Siham Tabik, Luis F. Romero, Ester M. Garzón, Juan I. Ramos
2007 Misc conf
Fast Insolation Computation in Large Territories.
International Conference on Computational Science (1)
Siham Tabik, Jesús M. Vías, Emilio L. Zapata, Luis F. Romero
2007 J jnl
High performance noise reduction for biomedical multidimensional data.
Digit. Signal Process.
Siham Tabik, Ester M. Garzón, Inmaculada García, José-Jesús Fernández
2007 — conf
Three-Dimensional Bursting Simulation on Two Parallel Systems.
ICCSA (3)
Siham Tabik, Luis F. Romero, Ester M. Garzón, Inmaculada García, Juan I. Ramos
2006 — conf
Evaluation of Parallel Paradigms on Anisotropic Nonlinear Diffusion.
Euro-Par
Siham Tabik, Ester M. Garzón, Inmaculada García, José-Jesús Fernández
2006 C conf
Multiprocessing of Anisotropic Nonlinear Diffusion for Filtering 3D Images.
PDP
Siham Tabik, Ester M. Garzón, Inmaculada García, José-Jesús Fernández
2006 Misc conf
Parallel Simulation of Three-Dimensional Bursting with MPI and OpenMP.
International Conference on Computational Science (2)
Siham Tabik, Luis F. Romero, Ester M. Garzón, Juan I. Ramos
2005 — conf
Filtering 3D images in Structural Biology with Anisotropic Nonlinear Diffusion on SMP Clusters.
PARCO
Siham Tabik, Ester M. Garzón, Inmaculada García, José-Jesús Fernández
2004 — conf
Analysis of the Interaction of Electromagnetic Signals with Thin-Wires Structures. Multiprocessing Issues for an Iterative Method.
VECPAR
Ester M. Garzón, Siham Tabik, Amelia Rubio Bretones, Inmaculada García
2004 C conf
Multiprocessing of the Time Domain Analysis of Thin-Wire Antennas and Scatterers.
PDP
Ester M. Garzón, Siham Tabik, Inmaculada García, Amelia Rubio Bretones