Siham Tabik
Orcid: 0000-0003-4093-5356
According to our database1,
Siham Tabik
authored at least 72 papers
between 2004 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
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., 2024
Shrub of a thousand faces: an individual segmentation from satellite images using deep learning.
CoRR, 2024
2023
Expert Syst. Appl., April, 2023
Deep Learning for blind spectral unmixing of LULC classes with MODIS multispectral time series and ancillary data.
CoRR, 2023
2022
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., 2022
EXplainable Neural-Symbolic Learning (<i>X-NeSyL</i>) methodology to fuse deep learning representations with expert knowledge graphs: The MonuMAI cultural heritage use case.
Inf. Fusion, 2022
Human pose estimation for mitigating false negatives in weapon detection in video-surveillance.
Neurocomputing, 2022
CoRR, 2022
2021
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., 2021
Sensors, 2021
Mask R-CNN and OBIA Fusion Improves the Segmentation of Scattered Vegetation in Very High-Resolution Optical Sensors.
Sensors, 2021
Lights and shadows in Evolutionary Deep Learning: Taxonomy, critical methodological analysis, cases of study, learned lessons, recommendations and challenges.
Inf. Fusion, 2021
MonuMAI: Dataset, deep learning pipeline and citizen science based app for monumental heritage taxonomy and classification.
Neurocomputing, 2021
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., 2021
Small and large scale critical infrastructures detection based on deep learning using high resolution orthogonal images.
CoRR, 2021
EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case.
CoRR, 2021
MULTICAST: MULTI Confirmation-level Alarm SysTem based on CNN and LSTM to mitigate false alarms for handgun detection in video-surveillance.
CoRR, 2021
2020
COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images.
IEEE J. Biomed. Health Informatics, 2020
Remote. Sens., 2020
Object Detection Binary Classifiers methodology based on deep learning to identify small objects handled similarly: Application in video surveillance.
Knowl. Based Syst., 2020
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, 2020
Revisiting crowd behaviour analysis through deep learning: Taxonomy, anomaly detection, crowd emotions, datasets, opportunities and prospects.
Inf. Fusion, 2020
FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations.
Inf. Fusion, 2020
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI.
Inf. Fusion, 2020
BreakHis based breast cancer automatic diagnosis using deep learning: Taxonomy, survey and insights.
Neurocomputing, 2020
Array relocation approach for radial scanning algorithms on multi-GPU systems: total viewshed problem as a case study.
CoRR, 2020
A tutorial on ensembles and deep learning fusion with MNIST as guiding thread: A complex heterogeneous fusion scheme reaching 10 digits error.
CoRR, 2020
Asynchronous Processing for Latent Fingerprint Identification on Heterogeneous CPU-GPU Systems.
IEEE Access, 2020
2019
Detection of Fir Trees (<i>Abies sibirica</i>) Damaged by the Bark Beetle in Unmanned Aerial Vehicle Images with Deep Learning.
Remote. Sens., 2019
Deep recurrent neural network for geographical entities disambiguation on social media data.
Knowl. Based Syst., 2019
Coral species identification with texture or structure images using a two-level classifier based on Convolutional Neural Networks.
Knowl. Based Syst., 2019
A binocular image fusion approach for minimizing false positives in handgun detection with deep learning.
Inf. Fusion, 2019
Brightness guided preprocessing for automatic cold steel weapon detection in surveillance videos with deep learning.
Neurocomputing, 2019
Towards highly accurate coral texture images classification using deep convolutional neural networks and data augmentation.
Expert Syst. Appl., 2019
2018
A tuning approach for iterative multiple 3d stencil pipeline on GPUs: Anisotropic Nonlinear Diffusion algorithm as case study.
J. Supercomput., 2018
Neurocomputing, 2018
A first study exploring the performance of the state-of-the art CNN model in the problem of breast cancer.
Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications, 2018
Framework for the Training of Deep Neural Networks in TensorFlow Using Metaheuristics.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
A First Step to Accelerating Fingerprint Matching Based on Deformable Minutiae Clustering.
Proceedings of the Advances in Artificial Intelligence, 2018
2017
Trans. GIS, 2017
Deep-learning <i>Versus</i> OBIA for Scattered Shrub Detection with Google Earth Imagery: <i>Ziziphus lotus</i> as Case Study.
Remote. Sens., 2017
A snapshot of image pre-processing for convolutional neural networks: case study of MNIST.
Int. J. Comput. Intell. Syst., 2017
Deep-Learning Convolutional Neural Networks for scattered shrub detection with Google Earth Imagery.
CoRR, 2017
2016
Proceedings of the Euro-Par 2016: Parallel Processing Workshops, 2016
2015
Efficient Data Structure and Highly Scalable Algorithm for Total-Viewshed Computation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Concurr. Comput. Pract. Exp., 2015
Proceedings of the International Conference on Computational Science, 2015
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015
2014
Performance evaluation of kernel fusion BLAS routines on the GPU: iterative solvers as case study.
J. Supercomput., 2014
Proceedings of the 2014 IEEE International Conference on Cluster Computing, 2014
2013
Optimal tilt and orientation maps: a multi-algorithm approach for heterogeneous multicore-GPU systems.
J. Supercomput., 2013
Int. J. Geogr. Inf. Sci., 2013
2012
Proceedings of the International Conference on Computational Science, 2012
VLBI-resolution radio-map algorithms: Performance analysis of different levels of data-sharing on multi-socket, multi-core architectures.
Comput. Phys. Commun., 2012
Proceedings of the Euro-Par 2012 Parallel Processing - 18th International Conference, 2012
2011
Int. J. Geogr. Inf. Sci., 2011
Proceedings of the 18th International Conference on High Performance Computing, 2011
2010
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, 2010
2009
Load balancing using work-stealing for pipeline parallelism in emerging applications.
Proceedings of the 23rd international conference on Supercomputing, 2009
2008
Comput. Phys. Commun., 2008
Fast clear-sky solar irradiation computation for very large digital elevation models.
Comput. Phys. Commun., 2008
2007
Digit. Signal Process., 2007
Proceedings of the Computational Science and Its Applications, 2007
Proceedings of the Computational Science, 2007
2006
Proceedings of the 14th Euromicro International Conference on Parallel, 2006
Proceedings of the Computational Science, 2006
Proceedings of the Euro-Par 2006, Parallel Processing, 12th International Euro-Par Conference, Dresden, Germany, August 28, 2006
2005
Filtering 3D images in Structural Biology with Anisotropic Nonlinear Diffusion on SMP Clusters.
Proceedings of the Parallel Computing: Current & Future Issues of High-End Computing, 2005
2004
Analysis of the Interaction of Electromagnetic Signals with Thin-Wires Structures. Multiprocessing Issues for an Iterative Method.
Proceedings of the High Performance Computing for Computational Science, 2004
Proceedings of the 12th Euromicro Workshop on Parallel, 2004