Gustau Camps-Valls
Orcid: 0000-0003-1683-2138Affiliations:
- Image Processing Laboratory, Parc Científic Universitat de València, València, Spain
According to our database1,
Gustau Camps-Valls
authored at least 322 papers
between 2001 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2018, "For contributions to machine learning in remote sensing".
Timeline
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on scopus.com
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on orcid.org
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on id.loc.gov
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on d-nb.info
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on uv.es
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on dl.acm.org
On csauthors.net:
Bibliography
2024
Comput. Geosci., February, 2024
Appl. Soft Comput., January, 2024
IEEE Trans. Geosci. Remote. Sens., 2024
CoRR, 2024
DeepExtremeCubes: Integrating Earth system spatio-temporal data for impact assessment of climate extremes.
CoRR, 2024
Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities.
CoRR, 2024
Double machine learning for causal hybrid modeling - applications in the Earth sciences.
CoRR, 2024
2023
Role of locality, fidelity and symmetry regularization in learning explainable representations.
Neurocomputing, December, 2023
Exploring interactions between socioeconomic context and natural hazards on human population displacement.
Dataset, November, 2023
Mach. Learn. Sci. Technol., September, 2023
Dataset, April, 2023
Inference over radiative transfer models using variational and expectation maximization methods.
Mach. Learn., March, 2023
Satellite soil and vegetation water content data capturing main terrestrial ecosystem changes.
Dataset, February, 2023
Dataset, January, 2023
Dataset, January, 2023
Trans. Mach. Learn. Res., 2023
A Scalable Unsupervised Feature Selection With Orthogonal Graph Representation for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Machine-Learned Cloud Classes From Satellite Data for Process-Oriented Climate Model Evaluation.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Geosci. Remote. Sens. Lett., 2023
Explainable Artificial Intelligence for Cotton Yield Prediction With Multisource Data.
IEEE Geosci. Remote. Sens. Lett., 2023
Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
2022
IEEE Trans. Geosci. Remote. Sens., 2022
Integrating Domain Knowledge in Data-Driven Earth Observation With Process Convolutions.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Autocorrelation Metrics to Estimate Soil Moisture Persistence From Satellite Time Series: Application to Semiarid Regions.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Kernel dependence regularizers and Gaussian processes with applications to algorithmic fairness.
Pattern Recognit., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
Let's consider more general nonlinear approaches to study teleconnections of climate variables.
CoRR, 2022
Proceedings of the Nordic Artificial Intelligence Research and Development, 2022
2021
Compressed Particle Methods for Expensive Models With Application in Astronomy and Remote Sensing.
IEEE Trans. Aerosp. Electron. Syst., 2021
IEEE Geosci. Remote. Sens. Lett., 2021
Digit. Signal Process., 2021
CoRR, 2021
CoRR, 2021
Learning main drivers of crop progress and failure in Europe with interpretable machine learning.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Towards a Better Understanding of Effective Temperature Modelling in the SMOS-IC Retrieval Algorithm.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the Generalization with Deep Learning: For Improvement on Sensing Capability, 2021
2020
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Active emulation of computer codes with Gaussian processes - Application to remote sensing.
Pattern Recognit., 2020
IEEE Geosci. Remote. Sens. Lett., 2020
Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources.
Inf. Fusion, 2020
Estimating Crop Primary Productivity with Sentinel-2 and Landsat 8 using Machine Learning Methods Trained with Radiative Transfer Simulations.
CoRR, 2020
Gradient-based Automatic Look-Up Table Generator for Atmospheric Radiative Transfer Models.
CoRR, 2020
Multi-temporal and multi-source remote sensing image classification by nonlinear relative normalization.
CoRR, 2020
Understanding Climate Impacts on Vegetation with Gaussian Processes in Granger Causality.
CoRR, 2020
Fusing Optical and SAR time series for LAI gap filling with multioutput Gaussian processes.
CoRR, 2020
CoRR, 2020
Kernel Methods and their derivatives: Concept and perspectives for the Earth system sciences.
CoRR, 2020
Retrieval of aboveground crop nitrogen content with a hybrid machine learning method.
Int. J. Appl. Earth Obs. Geoinformation, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Down-Scaling Modis Vegetation Products with Landsat GAP Filled Surface Reflectance in Google Earth Engine.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
ADVANCING DEEP LEARNING FOR EARTH SCIENCES: FROM HYBRID MODELING TO INTERPRETABILITY.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Adaptive Sequential Interpolator Using Active Learning for Efficient Emulation of Complex Systems.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
Improved Statistically Based Retrievals via Spatial-Spectral Data Compression for IASI Data.
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Nat., 2019
Proceedings of the NeurIPS 2019 Competition and Demonstration Track, 2019
2018
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
Emulation as an Accurate Alternative to Interpolation in Sampling Radiative Transfer Codes.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Machine Learning Regression Approaches for Colored Dissolved Organic Matter (CDOM) Retrieval with S2-MSI and S3-OLCI Simulated Data.
Remote. Sens., 2018
Remote. Sens., 2018
A Critical Comparison of Remote Sensing Leaf Area Index Estimates over Rice-Cultivated Areas: From Sentinel-2 and Landsat-7/8 to MODIS, GEOV1 and EUMETSAT Polar System.
Remote. Sens., 2018
Pattern Recognit. Lett., 2018
Warped Gaussian Processes in Remote Sensing Parameter Estimation and Causal Inference.
IEEE Geosci. Remote. Sens. Lett., 2018
Digit. Signal Process., 2018
Appl. Soft Comput., 2018
Assessing the relationship between microwave vegetation optical depth and gross primary production.
Int. J. Appl. Earth Obs. Geoinformation, 2018
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Gap Filling of Biophysical Parameter Time Series with Multi-Output Gaussian Processes.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Statistical Atmospheric Parameter Retrieval Largely Benefits From Spatial-Spectral Image Compression.
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
SCOPE-Based Emulators for Fast Generation of Synthetic Canopy Reflectance and Sun-Induced Fluorescence Spectra.
Remote. Sens., 2017
Exploitation of SAR and Optical Sentinel Data to Detect Rice Crop and Estimate Seasonal Dynamics of Leaf Area Index.
Remote. Sens., 2017
Compensatory water effects link yearly global land CO<sub>2</sub> sink changes to temperature.
Nat., 2017
IEEE Geosci. Remote. Sens. Lett., 2017
Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017
Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Remote sensing of vegetation dynamics in agro-ecosystems using smap vegetation optical depth and optical vegetation indices.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Efficient remote sensing image classification with Gaussian processes and Fourier features.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Automatic emulator and optimized look-up table generation for radiative transfer models.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
2016
IEEE Trans. Geosci. Remote. Sens., 2016
Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest-Part A: 2-D Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Emulation of Leaf, Canopy and Atmosphere Radiative Transfer Models for Fast Global Sensitivity Analysis.
Remote. Sens., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
Spectral band selection for vegetation properties retrieval using Gaussian processes regression.
Int. J. Appl. Earth Obs. Geoinformation, 2016
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
2015
An Emulator Toolbox to Approximate Radiative Transfer Models with Statistical Learning.
Remote. Sens., 2015
Proc. IEEE, 2015
IEEE Geosci. Remote. Sens. Lett., 2015
IEEE J. Sel. Top. Signal Process., 2015
Proceedings of the Advanced Analysis and Learning on Temporal Data, 2015
Capturing Time-structures in Earth Observation Data with Gaussian Processes (abstract).
Proceedings of the 1st International Workshop on Advanced Analytics and Learning on Temporal Data, 2015
Replacing radiative transfer models by surrogate approximations through machine learning.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Shared feature representations of LiDAR and optical images: Trading sparsity for semantic discrimination.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Development of an earth observation processing chain for crop bio-physical parameters at local scale.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
WIREs Data Mining Knowl. Discov., 2014
IEEE Trans. Neural Networks Learn. Syst., 2014
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods.
IEEE Signal Process. Mag., 2014
IEEE Geosci. Remote. Sens. Lett., 2014
IEEE Geosci. Remote. Sens. Lett., 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
Proceedings of the Multimodal Interaction in Image and Video Applications, 2013
IEEE Trans. Geosci. Remote. Sens., 2013
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
Kernel Multivariate Analysis Framework for Supervised Subspace Learning: A Tutorial on Linear and Kernel Multivariate Methods.
IEEE Signal Process. Mag., 2013
IEEE Geosci. Remote. Sens. Lett., 2013
Int. J. Appl. Earth Obs. Geoinformation, 2013
Proceedings of the 7th International Workshop on the Analysis of Multi-temporal Remote Sensing Images, 2013
Proceedings of the 7th International Workshop on the Analysis of Multi-temporal Remote Sensing Images, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Estimation of vegetation chlorophyll content with Variational Heteroscedastic Gaussian Processes.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
IEEE Trans. Geosci. Remote. Sens., 2012
IEEE Trans. Geosci. Remote. Sens., 2012
Nonlinear Statistical Retrieval of Atmospheric Profiles From MetOp-IASI and MTG-IRS Infrared Sounding Data.
IEEE Trans. Geosci. Remote. Sens., 2012
Nonlinearities and Adaptation of Color Vision from Sequential Principal Curves Analysis.
Neural Comput., 2012
Feature selection using support vector machines and bootstrap methods for ventricular fibrillation detection.
Expert Syst. Appl., 2012
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02247-0, 2011
J. Signal Process. Syst., 2011
IEEE Trans. Neural Networks, 2011
Multitemporal Unmixing of Medium-Spatial-Resolution Satellite Images: A Case Study Using MERIS Images for Land-Cover Mapping.
IEEE Trans. Geosci. Remote. Sens., 2011
Gridding Artifacts on Medium-Resolution Satellite Image Time Series: MERIS Case Study.
IEEE Trans. Geosci. Remote. Sens., 2011
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011
Multioutput Support Vector Regression for Remote Sensing Biophysical Parameter Estimation.
IEEE Geosci. Remote. Sens. Lett., 2011
On the Impact of Lossy Compression on Hyperspectral Image Classification and Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2011
Regularized Multiresolution Spatial Unmixing for ENVISAT/MERIS and Landsat/TM Image Fusion.
IEEE Geosci. Remote. Sens. Lett., 2011
IEEE J. Sel. Top. Signal Process., 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
IEEE Trans. Geosci. Remote. Sens., 2010
IEEE Trans. Geosci. Remote. Sens., 2010
Semisupervised One-Class Support Vector Machines for Classification of Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens., 2010
IEEE Trans. Geosci. Remote. Sens., 2010
Pattern Recognit. Lett., 2010
IEEE Geosci. Remote. Sens. Lett., 2010
IEEE Geosci. Remote. Sens. Lett., 2010
IEEE Geosci. Remote. Sens. Lett., 2010
J. Mach. Learn. Res., 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
2009
Proceedings of the Parallel Programming, Models and Applications in Grid and P2P Systems., 2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
IEEE Trans. Geosci. Remote. Sens., 2009
Classification of Hyperspectral Images With Regularized Linear Discriminant Analysis.
IEEE Trans. Geosci. Remote. Sens., 2009
IEEE Geosci. Remote. Sens. Lett., 2009
IEEE Geosci. Remote. Sens. Lett., 2009
IEEE Geosci. Remote. Sens. Lett., 2009
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
2008
Classification of Satellite Images with Regularized AdaBoosting of RBF Neural Networks.
Proceedings of the Speech, 2008
Kernel-Based Framework for Multitemporal and Multisource Remote Sensing Data Classification and Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2008
IEEE Trans. Geosci. Remote. Sens., 2008
IEEE Geosci. Remote. Sens. Lett., 2008
EURASIP J. Adv. Signal Process., 2008
Semi-Supervised Remote Sensing Image Classification based on Clustering and the Mean Map Kernel.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008
2007
IEEE Trans. Signal Process., 2007
Therapeutic Drug Monitoring of Kidney Transplant Recipients Using Profiled Support Vector Machines.
IEEE Trans. Syst. Man Cybern. Part C, 2007
A Support Vector Domain Description Approach to Supervised Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2007
IEEE Trans. Geosci. Remote. Sens., 2007
IEEE Trans. Geosci. Remote. Sens., 2007
IEEE Signal Process. Lett., 2007
Neurocomputing, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
2006
IEEE Trans. Neural Networks, 2006
Pattern Recognit. Lett., 2006
IEEE Geosci. Remote. Sens. Lett., 2006
Robust support vector regression for biophysical variable estimation from remotely sensed images.
IEEE Geosci. Remote. Sens. Lett., 2006
Efficient pruning of multilayer perceptrons using a fuzzy sigmoid activation function.
Neurocomputing, 2006
Neurocomputing, 2006
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Bootstrap feature selection in support vector machines for ventricular fibrillation detection.
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006
2005
IEEE Trans. Neural Networks, 2005
IEEE Trans. Geosci. Remote. Sens., 2005
Signal Process., 2005
2004
IEEE Trans. Syst. Man Cybern. Part C, 2004
Robust support vector method for hyperspectral data classification and knowledge discovery.
IEEE Trans. Geosci. Remote. Sens., 2004
A novel approach to introducing adaptive filters based on the LMS algorithm and its variants.
IEEE Trans. Educ., 2004
BMC Bioinform., 2004
Proceedings of the Image Analysis and Recognition: International Conference, 2004
Machine Learning Methods for One-Session Ahead Prediction of Accesses to Page Categories.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2004
2003
IEEE Trans. Neural Networks, 2003
Dosage individualization of erythropoietin using a profile-dependent support vector regression.
IEEE Trans. Biomed. Eng., 2003
Prediction of cyclosporine dosage in patients after kidney transplantation using neural networks.
IEEE Trans. Biomed. Eng., 2003
Use of neural networks for dosage individualisation of erythropoietin in patients with secondary anemia to chronic renal failure.
Comput. Biol. Medicine, 2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Feature selection of hyperspectral data through local correlation and SFFS for crop classification.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003
2002
Proceedings of the Artificial Neural Networks, 2002
2001
Proceedings of the Bio-inspired Applications of Connectionism, 2001
Proceedings of the Artificial Neural Networks, 2001