Publications
Journal articles and conference contributions in reverse chronological order.
95 journal articles listed on this website
63 conference contributions listed on this website
Latest publications and current citation metrics on Google Scholar
ESI Highly Cited & Hot Papers
63 conference contributions listed on this website
Latest publications and current citation metrics on Google Scholar
ESI Highly Cited & Hot Papers
Bibliography updated on 19 October 2026. Articles use the year of their journal volume where assigned; Early Access articles are identified in their entries.
Journal Papers
- IEEE JSTARSCondensed and Discriminative Feature Encoding for Remote Sensing Image RetrievalIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 19, 25537–25550, 2026
- MLWAFast Attention Network approach for traffic classification on next-generation networksMachine Learning with Applications, 24, 100904, 2026
- J. Supercomput.An efficiency-driven anomaly detection pipeline for mobile networksThe Journal of Supercomputing, 82(6), 361, 2026
- ESWATransformer-based network for enhanced wireless service differentiation in 6GExpert Systems with Applications, 300, 130379, 2026
- Vis. Comp.QSphericalStats: enhancing geospatial analysis with spherical statistical insights in QGISThe Visual Computer, 42(5), 220, 2026
- ArrayAI-driven meta-model for cybersecurity in next-generation networks using multilayer Extreme Learning MachineArray, 29, 100707, 2026
- IEEE JSTARSA Physics-Guided Diffusion Unmixing Model for Global Lunar Mineral Abundance MappingIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 19, 7320–7340, 2026
- IEEE TGRSDistributed Parallel Hyperspectral Unmixing for Large-Scale Data in Spark Environments via Geometric DistanceIEEE Transactions on Geoscience and Remote Sensing, 63, 1–19, 2025
- IEEE TGRSDenseMixerMamba: Residual Mixing for Spectral–Spatial Hyperspectral Image ClassificationIEEE Transactions on Geoscience and Remote Sensing, 63, 1–19, 2025
- IEEE JSTARSPIDLF+: A Novel Adaptive PIDLF for Forestry Height Mapping Based on Single-Baseline PolInSAR DataIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 18, 20054–20071, 2025
- IEEE JSTARSA Novel Spectral-Spatial Attention Network for Zero-Shot PansharpeningIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 18, 19805–19820, 2025
- HISSCerebral ischemia detection using deep learning techniquesHealth Information Science and Systems, 13(1), 36, 2025
- IEEE TGRSKACNet: Kolmogorov-Arnold Convolution Network for Hyperspectral Anomaly DetectionIEEE Transactions on Geoscience and Remote Sensing, 63, 1–14, 2025
- IEEE TGRSREDU-Net: Robust and Efficient Dynamic Unfolding Network for Abundance EstimationIEEE Transactions on Geoscience and Remote Sensing, 63, 1–14, 2025
- IEEE TGRSSMCNet: Sparse-inspired Masked Convolutional Network for Hyperspectral Anomaly DetectionIEEE Transactions on Geoscience and Remote Sensing, 2024
- IEEE GRSLTransformer-Enhanced CNN based on Intensive Feature for Hyperspectral UnmixingIEEE Geoscience and Remote Sensing Letters, 2024
- FIDecentralized Mechanism for Edge Node Allocation in Access Network: An Experimental EvaluationFuture Internet, 16(9), 342, 2024
- SN CSHyperspectral Image Analysis Using Cloud-Based Support Vector MachinesSN Computer Science, 2024
- ESWAFederated Learning Meets Remote SensingExpert Systems with Applications, 2024
- IEEE TGRSCross Hyperspectral and LiDAR Attention Transformer: An Extended Self-Attention for Land Use and Land Cover ClassificationIEEE Transactions on Geoscience and Remote Sensing, 2024
- IEEE TGRSHash-based Remote Sensing Image RetrievalIEEE Transactions on Geoscience and Remote Sensing, 2024
- IEEE TGRSAn Abundance-Guided Attention Network for Hyperspectral UnmixingIEEE Transactions on Geoscience and Remote Sensing, 2024
- IEEE JSTARSCloud-Based Analysis of Large-Scale Hyperspectral Imagery for Oil Spill DetectionIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023
- IEEE TGRSBackground-guided Deformable Convolutional Autoencoder for Hyperspectral Anomaly DetectionIEEE Transactions on Geoscience and Remote Sensing, 2023
- IEEE TNNLSEnhancing Distributed Neural Network Training through Node-Based CommunicationsIEEE Transactions on Neural Networks and Learning Systems, 2023
- ISPRSCIT: Content-invariant translation with hybrid attention mechanism for unsupervised change detectionISPRS Journal of Photogrammetry and Remote Sensing, 2023
- IEEE GRSLCloud Implementation of Extreme Learning Machine for Hyperspectral Image ClassificationIEEE Geoscience and Remote Sensing Letters, 2023
- IEEE TGRSParameter-Free Attention Network for Spectral-Spatial Hyperspectral Image ClassificationIEEE Transactions on Geoscience and Remote Sensing, 2023
- IEEE GRSLNovel Spectral Loss Function for Unsupervised Hyperspectral Image SegmentationIEEE Geoscience and Remote Sensing Letters, 2023
- IEEE JSTARSA Comprehensive Survey of Imbalance Correction Techniques for Hyperspectral Data ClassificationIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023
- IEEE TGRSAAtt-CNN: Automatic Attention-Based Convolutional Neural Networks for Hyperspectral Image ClassificationIEEE Transactions on Geoscience and Remote Sensing, 61, 2023
- IEEE AccessQCircularStats: A QGIS-Plugin for Evaluation Bidimensional Data by Circular StatisticsIEEE Access, 11, 2023
- IEEE GRSLCentral Cohesion Gradual Hashing for Remote Sensing Image RetrievalIEEE Geoscience and Remote Sensing Letters, 20, 2023
- IEEE TGRSSpectral-Spatial Morphological Attention Transformer for Hyperspectral Image ClassificationIEEE Transactions on Geoscience and Remote Sensing, 61, 2023
- IEEE JSTARSA New Deep Convolutional Network for Effective Hyperspectral UnmixingIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 15, 2022
- SpringerOn Training Set Selection in Spatial Deep LearningSpringer Optimization and Its Applications, 191, 2022
- IEEE TGRSHyperspectral Anomaly Detection With Relaxed Collaborative RepresentationIEEE Transactions on Geoscience and Remote Sensing, 60, 2022
- IEEE GRSLRemote Sensing Image Classification Using CNNs With Balanced Gradient for Distributed Heterogeneous ComputingIEEE Geoscience and Remote Sensing Letters, 19, 2022
- IEEE TGRSFast Orthogonal Projection for Hyperspectral UnmixingIEEE Transactions on Geoscience and Remote Sensing, 60, 2022
- IEEE GRSLEfficient Semantic Segmentation of Hyperspectral Images Using Adaptable Rectangular ConvolutionIEEE Geoscience and Remote Sensing Letters, 19, 2022
- IEEE GRSLEndmember Estimation from Hyperspectral Images Using Geometric DistancesIEEE Geoscience and Remote Sensing Letters, 19, 2022
- IEEE TGRSMultiple Attention-Guided Capsule Networks for Hyperspectral Image ClassificationIEEE Transactions on Geoscience and Remote Sensing, 60, 2022
- IEEE TGRSGenerative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image ClassificationIEEE Transactions on Geoscience and Remote Sensing, 60, 1–15, 2022
- IEEE GRSLGPU-Friendly Neural Networks for Remote Sensing Scene ClassificationIEEE Geoscience and Remote Sensing Letters, 19, 2022
- IEEE TGRSGhostNet for Hyperspectral Image ClassificationIEEE Transactions on Geoscience and Remote Sensing, 59(12), 10378–10393, 2021
- Rem. Sens.Adaptable convolutional network for hyperspectral image classificationRemote Sensing, 13(18), 2021
- Proc. IEEEDistributed Deep Learning for Remote Sensing Data InterpretationProceedings of the IEEE, 109(8), 1320–1349, 2021
- IEEE GRSLU-IMG2DSM: Unpaired Simulation of Digital Surface Models with Generative Adversarial NetworksIEEE Geoscience and Remote Sensing Letters, 18(7), 2021
- IEEE TGRSFLOP-Reduction through Memory Allocations within CNN for Hyperspectral Image ClassificationIEEE Transactions on Geoscience and Remote Sensing, 59(7), 5860–5876, 2021
- Neurocomp.Heterogeneous Model Parallelism for Deep Neural NetworksNeurocomputing, 441, 1–12, 2021
- IEEE GRSLMultibranch Selective Kernel Networks for Hyperspectral Image ClassificationIEEE Geoscience and Remote Sensing Letters, 18(6), 2021
- Rem. Sens.Endmember estimation with maximum distance analysisRemote Sensing, 13(4), 2021
- IEEE JSTARSMorphological Convolutional Neural Networks for Hyperspectral Image ClassificationIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, 2021
- IEEE JSTARSAnalysis of Remotely Sensed Images through Social MediaIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, 2021
- IEEE GRSLNeighboring Region Dropout for Hyperspectral Image ClassificationIEEE Geoscience and Remote Sensing Letters, 17(6), 2020
- Rem. Sens.A new GPU implementation of support vector machines for fast hyperspectral image classificationRemote Sensing, 12(8), 2020
- IEEE TGRSA Single Model CNN for Hyperspectral Image DenoisingIEEE Transactions on Geoscience and Remote Sensing, 58(4), 2516–2529, 2020
- IEEE TGRSNeural Ordinary Differential Equations for Hyperspectral Image ClassificationIEEE Transactions on Geoscience and Remote Sensing, 58(3), 1718–1734, 2020
- Rem. Sens.Inference in supervised spectral classifiers for on-board hyperspectral imaging: An overviewRemote Sensing, 12(3), 2020
- IEEE AccessRotation equivariant convolutional neural networks for hyperspectral image classificationIEEE Access, 8, 2020
- IEEE JMASSCloud Implementation of Multinomial Logistic Regression for UAV Hyperspectral ImagesIEEE Journal on Miniaturization for Air and Space Systems, 1(3), 163–171, 2020
- IEEE TGRSCloud Deep Networks for Hyperspectral Image AnalysisIEEE Transactions on Geoscience and Remote Sensing, 57(12), 9832–9848, 2019
- ISPRSDeep Learning Classifiers for Hyperspectral Imaging: A ReviewISPRS Journal of Photogrammetry and Remote Sensing, 158, 279–317, 2019
- IEEE GRSLHyperspectral Image Classification Using Random Occlusion Data AugmentationIEEE Geoscience and Remote Sensing Letters, 16(11), 2019
- IEEE TGRSRemote Sensing Image Superresolution Using Deep Residual Channel AttentionIEEE Transactions on Geoscience and Remote Sensing, 57(11), 2019
- IEEE TGRSVisual Attention-Driven Hyperspectral Image ClassificationIEEE Transactions on Geoscience and Remote Sensing, 57(10), 8065–8080, 2019
- IEEE GRSLRemote sensing single-image superresolution based on a deep compendium modelIEEE Geoscience and Remote Sensing Letters, 16(9), 2019
- IEEE JSTARSGPU Parallel Implementation of Dual-Depth Sparse Probabilistic Latent Semantic Analysis for Hyperspectral UnmixingIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12(9), 2019
- IEEE GRSLLow-High-Power Consumption Architectures for Deep-Learning Models Applied to Hyperspectral Image ClassificationIEEE Geoscience and Remote Sensing Letters, 16(5), 2019
- IEEE TGRSCapsule Networks for Hyperspectral Image ClassificationIEEE Transactions on Geoscience and Remote Sensing, 57(4), 2145–2160, 2019
- IEEE TGRSDeep Pyramidal Residual Networks for Spectral-Spatial Hyperspectral Image ClassificationIEEE Transactions on Geoscience and Remote Sensing, 57(2), 740–754, 2019
- IEEE TGRSFeature Extraction with Multiscale Covariance Maps for Hyperspectral Image ClassificationIEEE Transactions on Geoscience and Remote Sensing, 57(2), 755–769, 2019
- RIAIA comparative study of techniques for hyperspectral image classificationRIAI - Revista Iberoamericana de Automática e Informática Industrial, 16(2), 2019
- IEEE TGRSA new deep generative network for unsupervised remote sensing single-image super-resolutionIEEE Transactions on Geoscience and Remote Sensing, 56(11), 6792–6810, 2018
- IEEE TGRSActive learning with convolutional neural networks for hyperspectral image classification using a new Bayesian approachIEEE Transactions on Geoscience and Remote Sensing, 56(11), 6440–6461, 2018
- ISPRSA new deep convolutional neural network for fast hyperspectral image classificationISPRS Journal of Photogrammetry and Remote Sensing, 145, 120–147, 2018
- IEEE GRSLMultimodal probabilistic latent semantic analysis for Sentinel-1 and Sentinel-2 image fusionIEEE Geoscience and Remote Sensing Letters, 15(9), 2018
- IEEE JSTARSRemote Sensing Image Fusion Using Hierarchical Multimodal Probabilistic Latent Semantic AnalysisIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11(12), 2018
International Conference Papers
- IGARSSEfficient Hyperspectral Band Selection and Classification Based on Actor-Critic PolicyIn IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2025
- IGARSSCorrelation-aware Averaging for Federated Learning in Remote Sensing Data ClassificationIn IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2024
- IGARSSTypical Mineral Abundance Estimation of Chang’e-3 Yutu Rover with Hyperspectral Data Based on Diffusion Autoencoder Unmixing ModelIn IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2024
- WHISPERSDeep Unrolling Network with Active Dictionary Learning for Hyperspectral Anomaly DetectionIn 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2023
- IEEE CBMSDetection of cerebral ischaemia using transfer learning techniquesIn IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), 2023
- IGARSSPyCircularStats: A Python-Based Tool for Remote Sensing Circular Statistics and Graphical AnalysisIn IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2022
- IGARSSOptimizing Distributed Deep Learning in Heterogeneous Computing Platforms for Remote Sensing Data ClassificationIn IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2022
- IGARSSAdaptive Dictionary Construction for Hyperspectral Anomaly Detection Based on Collaborative RepresentationIn IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2022
- IGARSSA New 3D Convolution Network for Hyperspectral UnmixingIn IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2022
- IGARSSBi-Dimensional Vector Data Analysis of Positional Accuracy of Landsat-8 Image with PyCircularStatsIn IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2022
- IGARSSDeep Attention-Driven HSI Scene Classification Based on Inverted Dot-ProductIn IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2022
- IEEE CBMSA recommendation system for electronic health records in the context of the HOPE projectIn IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), 2021
- EDUCONStudying the students’ learning in LoT@UNEDIn IEEE Global Engineering Education Conference (EDUCON), 2021
- WHISPERSA New Max-Min Convolutional Network for Hyperspectral Image ClassificationIn 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2021
- IGARSSMultiple Incremental Kernel Convolution for Land Cover Classification of Remotely Sensed ImagesIn IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2021
- IGARSSAdapting Kernels for Hyperspectral Image ClassificationIn IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2021
- CMMSECloud Deep Convolutional Neural Network for Hyperspectral Image AnalysisIn 21st International Conference on Computational and Mathematical Methods in Science and Engineering (CMMSE), 2021
- CMMSEHyperspectral Image Analysis with Cloud SVMIn 22nd International Conference on Computational and Mathematical Methods in Science and Engineering (CMMSE), 2021
- FSWSingle Board Computers for Efficient On-Board Multispectral Image ProcessingIn Finnish Satellite Workshop, 2021Conference presentation.
- IGARSSTraining Capsnets via Active Learning for Hyperspectral Image ClassificationIn IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2020
- CMMSEEfficient Networks for Remote Sensing Image ProcessingIn 20th International Conference on Computational and Mathematical Methods in Science and Engineering (CMMSE), 2020
- WHISPERSEfficient Convolutional Neural Network for Spectral-Spatial Hyperspectral DenoisingIn 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2019
- IGARSSSolving Deep Neural Networks with Ordinary Differential Equations for Remotely Sensed Hyperspectral Image ClassificationIn IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2019
- IGARSSOpen Multi-Processing Acceleration for Unsupervised Land Cover Categorization Using Probabilistic Latent Semantic AnalysisIn IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2019
- IGARSSAccessibility-Free Active Learning for Hyperspectral Image ClassificationIn IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2019
- CMMSEExploring Distributed Deep Network Training Accuracy and Performance on Heterogeneous ClustersIn 19th International Conference on Computational and Mathematical Methods in Science and Engineering (CMMSE), 2019
- CMMSEScalable Recurrent Neural Network for Spectral-Spatial Classification of Hyperspectral ImagesIn 19th International Conference on Computational and Mathematical Methods in Science and Engineering (CMMSE), 2019
- IGARSSEvaluation of different regularization methods for the extreme learning machine applied to hyperspectral imagesIn IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2018
- IGARSSAn investigation on self-normalized deep neural networks for hyperspectral image classificationIn IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2018
- IGARSSInter-sensor regression analysis for operational Sentinel-2 and Sentinel-3 data productsIn IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2018
- IGARSSMulticore implementation of the multi-scale adaptive deep pyramid matching model for remotely sensed image classificationIn IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2017
- IGARSSOnboard payload-data dimensionality reductionIn IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2017
- CMMSECloud Implementation of Logistic Regression for Hyperspectral Image ClassificationIn 17th International Conference on Computational and Mathematical Methods in Science and Engineering (CMMSE), 1030–1041, 2017
- CMMSEYinyang K-means Clustering for Hyperspectral Image AnalysisIn 17th International Conference on Computational and Mathematical Methods in Science and Engineering (CMMSE), 1625–1636, 2017
- RobotA navigation agent for mobile manipulatorsIn Robot 2015: Second Iberian Robotics Conference, 418, 745–756, 2016
National Conference Papers
- CAEPIACode2bot, a social robot for the classroomIn Congresos de la Asociación Española para la Inteligencia Artificial (CAEPIA), 2015
- SARTECOImplementación Cloud del algoritmo MLR para clasificación de imágenes hiperespectralesIn Jornadas SARTECO 2022, 2022
- SARTECOx8064: Herramienta para el aprendizaje de ensamblador en arquitecturas actualesIn Jornadas SARTECO 2022, 2022
- SARTECORed Recurrente Masivamente Paralela para Clasificación de Imagen HiperespectralIn Jornadas SARTECO 2021, 2021
- JD UExEquilibrado del Entrenamiento Distribuido de Redes Neuronales Profundas en Plataformas HeterogéneasIn III Jornadas Doctorales de la UEx, 2019
- JD UExGeneración de Modelos Digitales de Elevaciones Sintéticos a través de Redes Profundas AntagónicasIn III Jornadas Doctorales de la UEx, 2019
- SARTECOEvaluación de Rendimiento del Entrenamiento Distribuido de Redes Neuronales Profundas en Plataformas HeterogéneasIn Jornadas SARTECO 2019, 2019
- SARTECONueva implementación paralela en GPUs del algoritmo pLSA para desmezclado de imágenes hiperespectralesIn Jornadas SARTECO 2019, 2019
- Innov. Educ.
- SARTECOEvaluación del rendimiento de una implementación Cloud para un clasificador neuronal aplicado a imágenes hiperespectralesIn Jornadas SARTECO 2016, 127–134, 2016
- VocacionesLearnbot: aprender el pasado con nuevas tecnologíasIn I Workshop Estudiar Ciencias: Creando Vocaciones Científicas, 2016
- VocacionesLearnbot: aprendizaje colaborativo con robotsIn I Workshop Estudiar Ciencias: Creando Vocaciones Científicas, 2016