Human pose estimation for mitigating false negatives in weapon detection in video-surveillance |
A Lamas, S Tabik, AC Montes, F Pérez-Hernández, J García, R Olmos, .... |
2022 |
Action Recognition for Anomaly Detection Using Transfer Learning and Deep Architectures |
FL Sánchez, S Tabik, F Herrera. |
2022 |
Classifying the content of social media images to support cultural ecosystem service assessments using deep learning models |
AS Cardoso, F Renna, R Moreno-Llorca, D Alcaraz-Segura, S Tabik, .... |
2022 |
What is the best RNN-cell structure for forecasting each time series behavior? |
R Khaldi, AE Afia, R Chiheb, S Tabik. |
2022 |
TimeSpec4LULC: a global multispectral time series database for training LULC mapping models with machine learning |
R Khaldi, D Alcaraz-Segura, E Guirado, Y Benhammou, A El Afia, .... |
2022 |
Climate legacies drive the distribution and future restoration potential of dryland forests |
E Guirado, M Delgado-Baquerizo, J Martínez-Valderrama, S Tabik, .... |
2022 |
Sentinel2GlobalLULC: A Sentinel-2 RGB image tile dataset for global land use/cover mapping with deep learning |
Y Benhammou, D Alcaraz-Segura, E Guirado, R Khaldi, B Achchab, .... |
2022 |
What is the best RNN-cell structure to forecast each time series behavior? |
R Khaldi, A El Afia, R Chiheb, S Tabik. |
2022 |
EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case |
N Díaz-Rodríguez, A Lamas, J Sanchez, G Franchi, I Donadello, S Tabik, .... |
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 |
F Pérez-Hernández, J Rodríguez-Ortega, Y Benhammou, F Herrera, .... |
2021 |
MULTICAST: MULTI Confirmation-level Alarm SysTem based on CNN and LSTM to mitigate false alarms for handgun detection in video-surveillance |
R Olmos, S Tabik, F Perez-Hernandez, A Lamas, F Herrera. |
2021 |
Mask R-CNN and OBIA Fusion Improves the Segmentation of Scattered Vegetation in Very High-Resolution Optical Sensors |
E Guirado, J Blanco-Sacristán, E Rodríguez-Caballero, S Tabik, .... |
2021 |
Olive Tree Biovolume from UAV Multi-Resolution Image Segmentation with Mask R-CNN |
A Safonova, E Guirado, Y Maglinets, D Alcaraz-Segura, S Tabik. |
2021 |
A data relocation approach for terrain surface analysis on multi-GPU systems: a case study on the total viewshed problem |
AJ Sanchez-Fernandez, LF Romero, G Bandera, S Tabik. |
2021 |
Deep learning assessment of cultural ecosystem services from social media images |
AS Cardoso, F Renna, R Moreno-Llorca, D Alcaraz-Segura, S Tabik, .... |
2021 |
TimeSpec4LULC: A Global Deep Learning-driven Dataset of MODIS Terra-Aqua Multi-Spectral Time Series for LULC Mapping and Change Detection |
R Khaldi, D Alcaraz-Segura, E Guirado, Y Benhammou, A El Afia, .... |
2021 |
Sentinel2GlobalLULC: A deep-learning-ready Sentinel-2 RGB image dataset for global land use/cover mapping |
DA Segura, E Guirado, R Khaldi, B Achchab, F Herrera, S Tabik. |
2021 |
VPP: Visibility-based Path Planning Heuristic for Monitoring Large Regions of Complex Terrain using a UAV Onboard Camera |
AJ Sanchezfernandez, LF Romero, GB Burgueno, S Tabik. |
2021 |
Tree Cover Estimation in Global Drylands from Space Using Deep Learning |
E Guirado, D Alcaraz-Segura, J Cabello, S Puertas-Ruíz, F Herrera, .... |
2020 |
A tutorial on ensembles and deep learning fusion with MNIST as guiding thread: A complex heterogeneous fusion scheme reaching 10 digits error |
S Tabik, RF Alvear-Sandoval, MM Ruiz, JL Sancho-Gómez, .... |
2020 |
Object Detection Binary Classifiers methodology based on deep learning to identify small objects handled similarly: Application in video surveillance |
F Pérez-Hernández, S Tabik, A Lamas, R Olmos, H Fujita, F Herrera. |
2020 |
Array relocation approach for radial scanning algorithms on multi-GPU systems: total viewshed problem as a case study |
AJ Sanchez, LF Romero, G Bandera, S Tabik. |
2020 |
MNIST-NET10: A heterogeneous deep networks fusion based on the degree of certainty to reach 0.1 error rate. Ensembles overview and proposal |
S Tabik, RF Alvear-Sandoval, MM Ruiz, JL Sancho-Gómez, .... |
2020 |
FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations |
M Rey-Area, E Guirado, S Tabik, J Ruiz-Hidalgo. |
2020 |
COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on Chest X-Ray images |
S Tabik, A Gómez-Ríos, JL Martín-Rodríguez, I Sevillano-García, .... |
2020 |
Asynchronous Processing for Latent Fingerprint Identification on Heterogeneous CPU-GPU Systems |
AJ Sanchez, LF Romero, D Peralta, MA Medina-Pérez, Y Saeys, .... |
2020 |
Revisiting crowd behaviour analysis through deep learning: Taxonomy, anomaly detection, crowd emotions, datasets, opportunities and prospects |
FL Sánchez, I Hupont, S Tabik, F Herrera. |
2020 |
Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical Methodological Analysis, Cases of Study, Learned Lessons, Recommendations and Challenges |
AD Martinez, J Del Ser, E Villar-Rodriguez, E Osaba, J Poyatos, S Tabik, .... |
2020 |
MonuMAI: Dataset, deep learning pipeline and citizen science based app for monumental heritage taxonomy and classification |
A Lamas, S Tabik, P Cruz, R Montes, Á Martínez-Sevilla, T Cruz, .... |
2020 |
Towards Highly Accurate Coral Texture Images Classification Using Deep Convolutional Neural Networks and Data Augmentation |
A Gómez-Ríos, S Tabik, J Luengo, ASM Shihavuddin, B Krawczyk, .... |
2019 |
Brightness guided preprocessing for automatic cold steel weapon detection in surveillance videos with deep learning |
A Castillo, S Tabik, F Pérez, R Olmos, F Herrera. |
2019 |
Detection of Fir Trees (Abies sibirica) Damaged by the Bark Beetle in Unmanned Aerial Vehicle Images with Deep Learning |
A Safonova, S Tabik, D Alcaraz-Segura, A Rubtsov, Y Maglinets, .... |
2019 |
Deep recurrent neural network for geographical entities disambiguation on social media data |
C Zuheros, S Tabik, A Valdivia, E Martínez-Cámara, F Herrera. |
2019 |
Redes Neuronales Convolucionales para Una Clasificacion Precisa de Imágenes de Corales |
A Gómez-Rıos, S Tabik, J Luengo, F Herrera, ASM Shihavuddin, .... |
2019 |
Coral species identification with texture or structure images using a two-level classifier based on Convolutional Neural Networks |
A Gómez-Ríos, S Tabik, J Luengo, ASM Shihavuddin, F Herrera. |
2019 |
Deep Learning in Video Multi-Object Tracking: A Survey |
G Ciaparrone, FL Sánchez, S Tabik, L Troiano, R Tagliaferri, F Herrera. |
2019 |
Reorganización de matrices en algoritmos de barrido radial sobre Modelos Digitales del Terreno |
LF Romero-Gomez, S Tabik, G Bandera-Burgueño. |
2019 |
BreakHis based Breast Cancer Automatic Diagnosis using Deep Learning: Taxonomy, Survey and Insights |
Y Benhammou, B Achchab, F Herrera, S Tabik. |
2019 |
Whale counting in satellite and aerial images with deep learning |
E Guirado, S Tabik, ML Rivas, D Alcaraz-Segura, F Herrera. |
2019 |
MASK R-CNN FOR SEGMENTATION OF OLIVE TREES |
AN Safonova, E Guirado, S Tabik, D Alcaraz-Segura, YA Maglinets. |
2019 |
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI |
AB Arrieta, N Díaz-Rodríguez, J Del Ser, A Bennetot, S Tabik, A Barbado, .... |
2019 |
Deep Learning in Omics Data Analysis and Precision Medicine |
J Martorell-Marugán, S Tabik, Y Benhammou, C del Val, I Zwir, F Herrera, .... |
2019 |
Segmentation of Olive Trees Using Mask R-CNN Architecture |
AN Safonova, YA Maglinets, S Tabik. |
2019 |
Automatic Handgun Detection Alarm in Videos Using Deep Learning |
R Olmos, S Tabik, F Herrera. |
2018 |
A Binocular Image Fusion Approach for Minimizing False Positives in Handgun Detection with Deep Learning |
R Olmos, S Tabik, A Castillo, F Pérez, F Herrera. |
2018 |
A first study exploring the performance of the state-of-the art CNN model in the problem of breast cancer |
Y Benhammou, S Tabik, B Achchab, F Herrera. |
2018 |
Framework for the Training of Deep Neural Networks in TensorFlow Using Metaheuristics |
J Muñoz-Ordóñez, C Cobos, M Mendoza, E Herrera-Viedma, F Herrera, .... |
2018 |
A First Step to Accelerating Fingerprint Matching Based on Deformable Minutiae Clustering |
AJ Sanchez, LF Romero, S Tabik, MA Medina-Pérez, F Herrera. |
2018 |
Acelerando la comparación de huellas dactilares basadas en agrupaciones deformables de minucias |
LF Romero, AJ Sánchez, S Tabik. |
2018 |
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018) |
JDELSER FRANCISCO HERRERA, SERGIO DAMAS, ROSANA MONTES, SERGIO ALONSO .... |
2018 |
APPLICATION OF CONVOLUTIONAL NEURAL NETWORKS IN DETECTION OF FOREST DAMAGE CAUSED BY THE POLYGRAPHUS PROXIMUS BEETLE |
A Safonova, A Rubtsov, S Tabik, D Alcaraz-Segura. |
2018 |
Automatic whale counting in satellite images with deep learning |
E Guirado, S Tabik, ML Rivas, D Alcaraz-Segura, F Herrera. |
2018 |
A tuning approach for iterative multiple 3d stencil pipeline on GPUs: Anisotropic Nonlinear Diffusion algorithm as case study |
S Tabik, M Peemen, LF Romero. |
2018 |
Red Neural Recurrente para la Desambiguacion de Entidades en Datos de Medios Sociales |
C Zuheros, S Tabik, A Valdivia, E Martınez-Cámara, F Herrera. |
2018 |
Evaluacion de estrategias de binarizacion en la clasificacion de imágenes usando deep learning |
F Pérez, S Tabik, A Castillo, H Fujita, F Herrera. |
2018 |
Competicion CAEPIA-App: MonuMAI, una app para incrementar el valor social del patrimonio-arquitectonico andaluz |
F Herrera, A Martinez-Sevilla, S Tabik, R Montes, A Castillo, TC Sánchez, .... |
2018 |
Preprocesamiento guiado por luminosidad para la deteccion automática de armas blancas en video vigilancia con Deep Learning |
A Castillo, S Tabik, F Pérez, R Olmos, F Herrera. |
2018 |
Deep-learning versus OBIA for scattered shrub detection with Google Earth imagery: Ziziphus lotus as case study |
E Guirado, S Tabik, D Alcaraz-Segura, J Cabello, F Herrera. |
2017 |
A snapshot of image pre-processing for convolutional neural networks: case study of MNIST |
S Tabik, D Peralta, A Herrera-Poyatos, F Herrera. |
2017 |
Total 3D‐viewshed Map: Quantifying the Visible Volume in Digital Elevation Models |
AR Cervilla, S Tabik, J Vías, M Mérida, LF Romero. |
2017 |
Descubriendo al pistolero: La inteligencia artificial aplicada a la detección de armas en tiempo real |
S Tabik, R Olmos, F Herrera. |
2017 |
A Data Partitioning Model for Highly Heterogeneous Systems |
S Tabik, G Ortega, EM Garzón, D Suárez. |
2016 |
Siting multiple observers for maximum coverage: An accurate approach |
AR Cervilla, S Tabik, LF Romero. |
2015 |
Demystifying the 16× 16 thread‐block for stencils on the GPU |
S Tabik, M Peemen, N Guil, H Corporaal. |
2015 |
3D-viewshed map: a measure of landscape deepness |
AR Cervilla, S Tabik, LF Romero. |
2015 |
Siting Multiple Observers for Maximum Coverage: An Accurate Approach. |
AR Cervilla, S Tabik, LF Romero. |
2015 |
Performance evaluation of kernel fusion BLAS routines on the GPU: iterative solvers as case study |
S Tabik, G Ortega, EM Garzón. |
2014 |
Efficient data structure and highly scalable algorithm for total-viewshed computation |
S Tabik, AR Cervilla, E Zapata, LF Romero. |
2014 |
Evaluating the Fission/fusion Transformation of an Iterative Multiple 3D-stencil on GPUs |
S Tabik, A Murarasu, LF Romero. |
2014 |
Anisotropic nonlinear diffusion for filtering 3D images on GPUs |
S Tabik, A Murarasu, LF Romero. |
2014 |
16 Cards to Get Into Computer Organization |
S Tabik, LF Romero. |
2014 |
Simultaneous computation of total viewshed on large high resolution grids |
S Tabik, EL Zapata, LF Romero. |
2013 |
Optimal tilt and orientation maps: a multi-algorithm approach for heterogeneous multicore-GPU systems |
S Tabik, A Villegas, EL Zapata, LF Romero. |
2013 |
Numerical simulations of dynamics and emission from relativistic astrophysical jets |
P Mimica, MA Aloy, JM Rueda-Becerril, S Tabik, C Aloy. |
2013 |
Performance Analysis of the Multi-pass Transformation for Complex 3D-Stencils on GPUs |
E López-Zapata, LF Romero, S Tabik. |
2013 |
A job scheduling approach for multi-core clusters based on virtual malleability |
G Utrera, S Tabik, J Corbalan, J Labarta. |
2012 |
A fast GIS-tool to compute the maximum solar energy on very large terrains |
S Tabik, A Villegas, EL Zapata, LF Romero. |
2012 |
VLBI-resolution radio-map algorithms: Performance analysis of different levels of data-sharing on multi-socket, multi-core architectures |
S Tabik, LF Romero, P Mimica, O Plata, EL Zapata. |
2012 |
Visibilidad total para observadores desligados del terreno |
AR Cervilla, S Tabik, EL Zapata, LF Romero. |
2012 |
High-performance three-horizon composition algorithm for large-scale terrains |
S Tabik, LF Romero, EL Zapata. |
2011 |
Spectral evolution simulation on leading multi-socket, multicore platforms |
S Tabik, P Mimica, O Plata, E Zapata, LF Romero. |
2011 |
Determination of traffic control tables by HPC |
EMT Hendrix, S Tabik, R Haijema. |
2011 |
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 |
D Alcaraz-Segura, E Liras, S Tabik, J Paruelo, J Cabello. |
2010 |
Mapping parallel loops on multicore systems |
S Tabik, F Romero, GM Utrera Iglesias, O Plata. |
2010 |
Analytical modeling of pipeline parallelism |
A Navarro, R Asenjo, S Tabik, C Cascaval. |
2009 |
Load balancing using work-stealing for pipeline parallelism in emerging applications |
A Navarro, R Asenjo, S Tabik, C Caşcaval. |
2009 |
Fast clear-sky solar irradiation computation for very large digital elevation models |
LF Romero, S Tabik, JM Vías, EL Zapata. |
2008 |
Parallel computing of partial differential equations-based applications |
S Tabik. |
2008 |
On a model of three-dimensional bursting and its parallel implementation |
S Tabik, LF Romero, EM Garzón, JI Ramos. |
2008 |
High performance noise reduction for biomedical multidimensional data |
S Tabik, EM Garzón, I García, JJ Fernández. |
2007 |
Fast insolation computation in large territories |
S Tabik, JM Vías, EL Zapata, LF Romero. |
2007 |
Three–Dimensional Bursting Simulation on Two Parallel Systems |
S Tabik, LF Romero, EM Garzón, I García, JI Ramos. |
2007 |
Three-dimensional bursting and parallel computing |
S Tabik, LF Romero, EM Garzon, JI Ramos. |
2007 |
Evaluation of parallel paradigms on Anisotropic Nonlinear Diffusion |
S Tabik, EM Garzón, I García, JJ Fernández. |
2006 |
Multiprocessing of Anisotropic Nonlinear Diffusion for filtering 3D images |
S Tabik, EM Garzon, I García, JJ Fernandez. |
2006 |
Parallel simulation of three–dimensional bursting with MPI and OpenMP |
S Tabik, LF Romero, EM Garzón, JI Ramos. |
2006 |
Implementation of anisotropic nonlinear diffusion for filtering 3D images in structural biology on SMP clusters |
S Tabik, EM Garzón, G Inmaculada, F José-Jesús. |
2005 |
Filtering 3D images in Structural Biology with Anisotropic Nonlinear Diffusion on SMP Clusters. |
S Tabik, EM Garzón, I García, JJ Fernández. |
2005 |
Chapter 1-Large Scale Computations-Analysis of the Interaction of Electromagnetic Signals with Thin-Wire Structures. Multiprocessing Issues for an Iterative Method |
E Martin Garzon, S Tabik, AR Bretones, I Garcia. |
2005 |
Multiprocessing of the time domain analysis of thin-wire antennas and scatterers |
EM Garzon, S Tabik, I García, A Bretones. |
2004 |
Analysis of the interaction of electromagnetic signals with thin-wires structures. multiprocessing issues for an iterative method |
EM Garzón, S Tabik, AR Bretones, I García. |
2004 |
Multiprocessing issues for an iterative method. |
EM Garzón, S Tabik, AR Bretones, I García. |
2004 |
Analysis of the Interaction of Electromagnetic Signals with Thin-Wires Structures. |
S Tabik, AR Bretones, I García. |
2004 |
Analysis of the interaction of electromagnetic signals with thin-wires structures. Multiprocessing issues for an iterative method. |
EM Garzón, S Tabik, AR Bretones, I García. |
2004 |
Distribuciones de datos basadas en valores para matrices dispersas: dos soluciones basadas en permutaciones |
IG Fernández, S Tabik, EM Garzón. |
2002 |
Computational physics |
J Qiang, RD Ryne, FD Colavecchia, G Gasaneo, JE Miraglia, .... |
2001 |