Crane collision modelling using a neural network approach. - Ignacio García-Fernández; José David Martín-Guerrero; Marta Pla-Castells; Emilio Soria-Olivas; Rafael J. Martínez-Durá; Jordi Muñoz-Marí (Expert Syst. Appl., 2004)

Implementation Challenges in Complex Adaptive Systems. - Alfredo Rosado Muñoz; Emilio Soria-Olivas; Joan Vila-Francés; Jordi Muñoz-Marí; Javier Calpe-Maravilla (ReCoSoC, 2005)

SmartSpectra: Applying multispectral imaging to industrial environments. - Joan Vila-Francés; Javier Calpe; Filiberto Pla; Luis Gómez-Chova; Joseph Connell; John A. Marchant; Javier Calleja; Michael Mulqueen; Jordi Muñoz-Marí; Arnoud C. Klaren (Real Time Imaging, 2005)

400 - to 1000 - nm imaging spectrometer based on acousto-optic tunable filters. - Javier Calpe-Maravilla; Joan Vila-Francés; Emilio Ribes-Gómez; Vicente Duran-Bosch; Jordi Muñoz-Marí; Julia Amorós-López; Luis Gómez-Chova; Enrique Tajahuerce-Romera (J. Electronic Imaging, 2006)

Composite kernels for hyperspectral image classification. - Gustavo Camps-Valls; Luis Gómez-Chova; Jordi Muñoz-Marí; Joan Vila-Francés; Javier Calpe-Maravilla (IEEE Geosci. Remote. Sens. Lett., 2006)

Support Vector Machines for Nonlinear Kernel ARMA System Identification. - Manel Martínez-Ramón; José Luis Rojo-Álvarez; Gustavo Camps-Valls; Jordi Muñoz-Marí; Ángel Navia-Vázquez; Emilio Soria-Olivas; Aníbal R. Figueiras-Vidal (IEEE Trans. Neural Networks, 2006)

Hyperspectral image classification with mahalanobis relevance vector machines. - Gustavo Camps-Valls; Antonio Rodrigo-González; Jordi Muñoz-Marí; Luis Gómez-Chova; Javier Calpe-Maravilla (IGARSS, 2007)

Semi-supervised cloud screening with Laplacian SVM. - Luis Gómez-Chova; Gustavo Camps-Valls; Jordi Muñoz-Marí; Javier Calpe-Maravilla (IGARSS, 2007)

Combination of one-class remote sensing image classifiers. - Jordi Muñoz-Marí; Gustavo Camps-Valls; Luis Gómez-Chova; Javier Calpe-Maravilla (IGARSS, 2007)

Nonlinear System Identification With Composite Relevance Vector Machines. - Gustavo Camps-Valls; Manel Martínez-Ramón; José Luis Rojo-Álvarez; Jordi Muñoz-Marí (IEEE Signal Process. Lett., 2007)

A Support Vector Domain Description Approach to Supervised Classification of Remote Sensing Images. - Jordi Muñoz-Marí; Lorenzo Bruzzone; Gustavo Camps-Valls (IEEE Trans. Geosci. Remote. Sens., 2007)

Semi-Supervised Support Vector Biophysical Parameter Estimation. - Gustavo Camps-Valls; Jordi Muñoz-Marí; Luis Gómez-Chova; Javier Calpe-Maravilla (IGARSS (3), 2008)

Sparse Deconvolution Using Support Vector Machines. - José Luis Rojo-Álvarez; Manel Martínez-Ramón; Jordi Muñoz-Marí; Gustavo Camps-Valls; Carlos M. Cruz; Aníbal R. Figueiras-Vidal (EURASIP J. Adv. Signal Process., 2008)

Semisupervised Image Classification With Laplacian Support Vector Machines. - Luis Gómez-Chova; Gustavo Camps-Valls; Jordi Muñoz-Marí; Javier Calpe (IEEE Geosci. Remote. Sens. Lett., 2008)

Kernel-Based Framework for Multitemporal and Multisource Remote Sensing Data Classification and Change Detection. - Gustavo Camps-Valls; Luis Gómez-Chova; Jordi Muñoz-Marí; José Luis Rojo-Álvarez; Manel Martínez-Ramón (IEEE Trans. Geosci. Remote. Sens., 2008)

Biophysical Parameter Estimation with Adaptive Gaussian Processes. - Gustavo Camps-Valls; Luis Gómez-Chova; Jordi Muñoz-Marí; Joan Vila-Francés; Julia Amorós-López; Javier Calpe-Maravilla (IGARSS (4), 2009)

Cloud Screening with Combined MERIS and AATSR Images. - Luis Gómez-Chova; Jordi Muñoz-Marí; Emma Izquierdo-Verdiguier; Gustavo Camps-Valls; Javier Calpe-Maravilla; José F. Moreno (IGARSS (4), 2009)

Learning non-linear time-scales with kernel gamma-filters. - Gustavo Camps-Valls; Jordi Muñoz-Marí; Manel Martínez-Ramón; Jesús Requena-Carrión; José Luis Rojo-Álvarez (Neurocomputing, 2009)

Biophysical Parameter Estimation With a Semisupervised Support Vector Machine. - Gustavo Camps-Valls; Jordi Muñoz-Marí; Luis Gómez-Chova; Katja Richter; Javier Calpe-Maravilla (IEEE Geosci. Remote. Sens. Lett., 2009)

Parallel Implementations of SVM for Earth Observation. - Jordi Muñoz-Marí; Antonio J. Plaza; J. Anthony Gualtieri; Gustavo Camps-Valls (Parallel Programming, Models and Applications in Grid and P2P Systems, 2009)

Cluster-based active learning for compact image classification. - Devis Tuia; Mikhail F. Kanevski; Jordi Muñoz-Marí; Gustavo Camps-Valls (IGARSS, 2010)

Semisupervised One-Class Support Vector Machines for Classification of Remote Sensing Data. - Jordi Muñoz-Marí; Francesca Bovolo; Luis Gómez-Chova; Lorenzo Bruzzone; Gustavo Camps-Valls (IEEE Trans. Geosci. Remote. Sens., 2010)

Kernel-based retrieval of atmospheric profiles from IASI data. - Gustavo Camps-Valls; Valero Laparra; Jordi Muñoz-Marí; Luis Gómez-Chova; Xavier Calbet (IGARSS, 2011)

Large scale semi-supervised image segmentation with active queries. - Devis Tuia; Jordi Muñoz-Marí; Gustavo Camps-Valls (IGARSS, 2011)

Graph matching for efficient classifiers adaptation. - Devis Tuia; Jordi Muñoz-Marí; Jesus Malo (IGARSS, 2011)

A Survey of Active Learning Algorithms for Supervised Remote Sensing Image Classification. - Devis Tuia; Michele Volpi; Loris Copa; Mikhail F. Kanevski; Jordi Muñoz-Marí (IEEE J. Sel. Top. Signal Process., 2011)

On the Impact of Lossy Compression on Hyperspectral Image Classification and Unmixing. - Fernando García-Vílchez; Jordi Muñoz-Marí; Maciel Zortea; Ian Blanes; Vicente González Ruiz; Gustavo Camps-Valls; Antonio Plaza; Joan Serra-Sagristà (IEEE Geosci. Remote. Sens. Lett., 2011)

Structured Output SVM for Remote Sensing Image Classification. - Devis Tuia; Jordi Muñoz-Marí; Mikhail F. Kanevski; Gustavo Camps-Valls (J. Signal Process. Syst., 2011)

Web Monitoring System and Gateway for Serial Communication PLC. - Alfredo Rosado Muñoz; Azeddine Mjahad; Jordi Muñoz-Marí; Guillermo Terol-Tortosa (CESCIT, 2012)

Discovering single classes in remote sensing images with active learning. - Mirco Furlani; Devis Tuia; Jordi Muñoz-Marí; Francesca Bovolo; Gustavo Camps-Valls; Lorenzo Bruzzone (IGARSS, 2012)

Putting the user into the active learning loop: Towards realistic but efficient photointerpretation. - Devis Tuia; Jordi Muñoz-Marí (IGARSS, 2012)

Remote sensing image segmentation by active queries. - Devis Tuia; Jordi Muñoz-Marí; Gustavo Camps-Valls (Pattern Recognit., 2012)

Nonlinear Statistical Retrieval of Atmospheric Profiles From MetOp-IASI and MTG-IRS Infrared Sounding Data. - Gustavo Camps-Valls; Jordi Muñoz-Marí; Luis Gómez-Chova; Luis Guanter; Xavier Calbet (IEEE Trans. Geosci. Remote. Sens., 2012)

Semisupervised Classification of Remote Sensing Images With Active Queries. - Jordi Muñoz-Marí; Devis Tuia; Gustavo Camps-Valls (IEEE Trans. Geosci. Remote. Sens., 2012)

Kernel change discriminant analysis for multitemporal cloud masking. - Luis Gómez-Chova; Emma Izquierdo-Verdiguier; Julia Amorós-López; Jordi Muñoz-Marí; Gustavo Camps-Valls (IGARSS, 2013)

Advances in synergy of AATSR-MERIS sensors for cloud detection. - Luis Gómez-Chova; Jordi Muñoz-Marí; Julia Amorós-López; Emma Izquierdo-Verdiguier; Gustavo Camps-Valls (IGARSS, 2013)

A kernel regression approach to cloud and shadow detection in multitemporal images. - Julia Amorós-López; Emma Izquierdo-Verdiguier; Luis Gómez-Chova; Jordi Muñoz-Marí; Gustavo Camps-Valls (MultiTemp, 2013)

Multiset Kernel CCA for multitemporal image classification. - Jordi Muñoz-Marí; Luis Gómez-Chova; Julia Amorós-López; Emma Izquierdo-Verdiguier; Gustavo Camps-Valls (MultiTemp, 2013)

Learning User's Confidence for Active Learning. - Devis Tuia; Jordi Muñoz-Marí (IEEE Trans. Geosci. Remote. Sens., 2013)

Graph Matching for Adaptation in Remote Sensing. - Devis Tuia; Jordi Muñoz-Marí; Luis Gómez-Chova; Jesus Malo (IEEE Trans. Geosci. Remote. Sens., 2013)

A unified SVM framework for signal estimation. - José Luis Rojo-Álvarez; Manel Martínez-Ramón; Jordi Muñoz-Marí; Gustavo Camps-Valls (Digit. Signal Process., 2014)

Prediction of Daily Global Solar Irradiation Using Temporal Gaussian Processes. - Sancho Salcedo-Sanz; Carlos Casanova-Mateo; Jordi Muñoz-Marí; Gustavo Camps-Valls (IEEE Geosci. Remote. Sens. Lett., 2014)

Toward a Semiautomatic Machine Learning Retrieval of Biophysical Parameters. - Juan Pablo Rivera Caicedo; Jochem Verrelst; Jordi Muñoz-Marí; José F. Moreno; Gustavo Camps-Valls (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Explicit Recursive and Adaptive Filtering in Reproducing Kernel Hilbert Spaces. - Devis Tuia; Jordi Muñoz-Marí; José Luis Rojo-Álvarez; Manel Martínez-Ramón; Gustavo Camps-Valls (IEEE Trans. Neural Networks Learn. Syst., 2014)

Operational cloud screening service for Sentinel-2 image time series. - Luis Gómez-Chova; Julia Amorós-López; Antonio Ruiz-Verdú; Jordi Muñoz-Marí; Gustau Camps-Valls (IGARSS, 2015)

Biophysical parameter retrieval with warped Gaussian processes. - Jordi Muñoz-Marí; Jochem Verrelst; Miguel Lázaro-Gredilla; Gustau Camps-Valls (IGARSS, 2015)

Learning Structures in Earth Observation Data with Gaussian Processes. - Fernando Mateo; Jordi Muñoz-Marí; Valero Laparra; Jochem Verrelst; Gustau Camps-Valls (AALTD@PKDD/ECML (Revised Selected Papers), 2015)

An Emulator Toolbox to Approximate Radiative Transfer Models with Statistical Learning. - Juan Pablo Rivera; Jochem Verrelst; José Gómez-Dans; Jordi Muñoz-Marí; José F. Moreno; Gustau Camps-Valls (Remote. Sens., 2015)

Active Learning Methods for Efficient Hybrid Biophysical Variable Retrieval. - Jochem Verrelst; Sara Dethier; Juan Pablo Rivera; Jordi Muñoz-Marí; Gustau Camps-Valls; José F. Moreno (IEEE Geosci. Remote. Sens. Lett., 2016)

Emulation of Leaf, Canopy and Atmosphere Radiative Transfer Models for Fast Global Sensitivity Analysis. - Jochem Verrelst; Neus Sabater; Juan Pablo Rivera; Jordi Muñoz-Marí; Jorge Vicent 001; Gustau Camps-Valls; José F. Moreno (Remote. Sens., 2016)

Cloud detection machine learning algorithms for PROBA-V. - Luis Gómez-Chova; Gonzalo Mateo-Garcia; Jordi Muñoz-Marí; Gustau Camps-Valls (IGARSS, 2017)

Nonlinear statistical retrieval of surface emissivity from IASI data. - Valero Laparra; Jordi Muñoz-Marí; Luis Gómez-Chova; Xavier Calbet; Gustau Camps-Valls (IGARSS, 2017)

Cloud detection on the Google Earth engine platform. - Gonzalo Mateo-Garcia; Jordi Muñoz-Marí; Luis Gómez-Chova (IGARSS, 2017)

Fair Kernel Learning. - Adrián Pérez-Suay; Valero Laparra; Gonzalo Mateo-Garcia; Jordi Muñoz-Marí; Luis Gómez-Chova; Gustau Camps-Valls (ECML/PKDD (1), 2017)

Physics-Aware Gaussian Processes for Earth Observation. - Gustau Camps-Valls; Daniel H. Svendsen; Luca Martino; Jordi Muñoz-Marí; Valero Laparra; Manuel Campos-Taberner; David Luengo (SCIA (2), 2017)

SCOPE-Based Emulators for Fast Generation of Synthetic Canopy Reflectance and Sun-Induced Fluorescence Spectra. - Jochem Verrelst; Juan Pablo Rivera Caicedo; Jordi Muñoz-Marí; Gustau Camps-Valls; José F. Moreno (Remote. Sens., 2017)

Generation of Global Vegetation Products from Eumetsat AVHRR/METOP Satellites. - Francisco Javier García-Haro; Manuel Campos-Taberner; Beatriz Martínez 001; Sergio Sanchez-Ruiz; María Amparo Gilabert; Gustau Camps-Valls; Jordi Muñoz-Marí; Valero Laparra; Fernando Camacho; Jorge Sánchez-Zapero; Beatriz Fuster (IGARSS, 2018)

Gap Filling of Biophysical Parameter Time Series with Multi-Output Gaussian Processes. - Anna Mateo-Sanchis; Jordi Muñoz-Marí; Manuel Campos-Taberner; F. Javier García-Haro; Gustau Camps-Valls (IGARSS, 2018)

Global Estimation of Soil Moisture Persistence with L and C-Band Microwave Sensors. - Maria Piles; Robin van der Schalie; Alexander Gruber; Jordi Muñoz-Marí; Gustavo Camps-Valls; Anna Mateo-Sanchis; Wouter Dorigo; Richard de Jeu (IGARSS, 2018)

Statistical Learning For End-To-End Simulations. - Jorge Vicent 001; Jochem Verrelst; Juan Pablo Rivera Caicedo; Neus Sabater; Jordi Muñoz-Marí; Gustau Camps-Valls; José F. Moreno (IGARSS, 2018)

Physics-aware Gaussian processes in remote sensing. - Gustau Camps-Valls; Luca Martino; Daniel H. Svendsen; Manuel Campos-Taberner; Jordi Muñoz-Marí; Valero Laparra; David Luengo; Francisco Javier García-Haro (Appl. Soft Comput., 2018)

Warped Gaussian Processes in Remote Sensing Parameter Estimation and Causal Inference. - Anna Mateo-Sanchis; Jordi Muñoz-Marí; Adrian Perez-Suay; Gustau Camps-Valls (IEEE Geosci. Remote. Sens. Lett., 2018)

Multitemporal Cloud Masking in the Google Earth Engine. - Gonzalo Mateo-Garcia; Luis Gómez-Chova; Julia Amorós-López; Jordi Muñoz-Marí; Gustau Camps-Valls (Remote. Sens., 2018)

Pattern Recognition Scheme for Large-Scale Cloud Detection Over Landmarks. - Adrian Perez-Suay; Julia Amorós-López; Luis Gómez-Chova; Jordi Muñoz-Marí; Dieter Just; Gustau Camps-Valls (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Emulation as an Accurate Alternative to Interpolation in Sampling Radiative Transfer Codes. - Jorge Vicent 001; Jochem Verrelst; Juan Pablo Rivera Caicedo; Neus Sabater; Jordi Muñoz-Marí; Gustau Camps-Valls; José F. Moreno (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

The Causality for Climate Competition. - Jakob Runge; Xavier-Andoni Tibau; Matthias Bruhns; Jordi Muñoz-Marí; Gustau Camps-Valls (NeurIPS (Competition and Demos), 2019)

Nonlinear Distribution Regression for Remote Sensing Applications. - José E. Adsuara; Adrián Pérez-Suay; Jordi Muñoz-Marí; Anna Mateo-Sanchis; Maria Piles; Gustau Camps-Valls (IEEE Trans. Geosci. Remote. Sens., 2019)

Down-Scaling Modis Vegetation Products with Landsat GAP Filled Surface Reflectance in Google Earth Engine. - Álvaro Moreno-Martínez; Emma Izquierdo-Verdiguier; Gustau Camps-Valls; Marco P. Maneta; Jordi Muñoz-Marí; Nathaniel P. Robinson; José E. Adsuara; Manuel Campos; F. Javier García-Haro; Adrián Pérez-Suay; Nicholas Clinton; John S. Kimball; et al. (IGARSS, 2020)

Living in the Physics and Machine Learning Interplay for Earth Observation. - Gustau Camps-Valls; Daniel H. Svendsen; Jordi Cortés-Andrés; Álvaro Moreno-Martínez; Adrián Pérez-Suay; José E. Adsuara; Irene Martín; Maria Piles; Jordi Muñoz-Marí; Luca Martino (CoRR, 2020)

Fusing Optical and SAR time series for LAI gap filling with multioutput Gaussian processes. - Luca Pipia; Jordi Muñoz-Marí; Eatidal Amin; Santiago Belda; Gustau Camps-Valls; Jochem Verrelst (CoRR, 2020)

Randomized kernels for large scale Earth observation applications. - Adrián Pérez-Suay; Julia Amorós-López; Luis Gómez-Chova; Valero Laparra; Jordi Muñoz-Marí; Gustau Camps-Valls (CoRR, 2020)

Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources. - Sancho Salcedo-Sanz; Pedram Ghamisi; María Piles; Martin Werner 001; Lucas Cuadra; Álvaro Moreno-Martínez; Emma Izquierdo-Verdiguier; Jordi Muñoz-Marí; Amirhosein Mosavi; Gustau Camps-Valls (Inf. Fusion, 2020)

Physics-Aware Machine Learning for Geosciences and Remote Sensing. - Gustau Camps-Valls; Daniel H. Svendsen; Jordi Cortés-Andrés; Álvaro Moreno-Martínez; Adrián Pérez-Suay; José E. Adsuara; Irene Martín; Maria Piles; Jordi Muñoz-Marí; Luca Martino (IGARSS, 2021)

Global Upscaling of the MODIS Land Cover with Google Earth Engine and Landsat Data. - Emma Izquierdo-Verdiguier; Álvaro Moreno-Martínez; José E. Adsuara; Jordi Muñoz-Marí; Gustau Camps-Valls; Marco P. Maneta; John S. Kimball; Nicholas Clinton; Steven W. Running (IGARSS, 2021)

Global Cropland Yield Monitoring with Gaussian Processes. - Maria Piles; Anna Mateo-Sanchis; Jordi Muñoz-Marí; Gustau Camps-Valls; François Waldner; Felix Rembold; Michele Meroni (IGARSS, 2021)

Learning main drivers of crop progress and failure in Europe with interpretable machine learning. - Anna Mateo-Sanchis; Maria Piles; Julia Amorós-López; Jordi Muñoz-Marí; José E. Adsuara; Álvaro Moreno-Martínez; Gustau Camps-Valls (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Retrieval of Physical Parameters With Deep Structured Kernel Regression. - Gustau Camps-Valls; Manuel Campos-Taberner; Valero Laparra; Luca Martino; Jordi Muñoz-Marí (IEEE Trans. Geosci. Remote. Sens., 2022)

Autocorrelation Metrics to Estimate Soil Moisture Persistence From Satellite Time Series: Application to Semiarid Regions. - María Piles; Jordi Muñoz-Marí; Alicia Guerrero-Curieses; Gustau Camps-Valls; José Luis Rojo-Álvarez (IEEE Trans. Geosci. Remote. Sens., 2022)

Systematic Assessment of MODTRAN Emulators for Atmospheric Correction. - Jorge Vicent Servera; Juan Pablo Rivera Caicedo; Jochem Verrelst; Jordi Muñoz-Marí; Neus Sabater; Béatrice Berthelot; Gustau Camps-Valls; José F. Moreno (IEEE Trans. Geosci. Remote. Sens., 2022)

Integrating Domain Knowledge in Data-Driven Earth Observation With Process Convolutions. - Daniel Heestermans Svendsen; Maria Piles; Jordi Muñoz-Marí; David Luengo; Luca Martino; Gustau Camps-Valls (IEEE Trans. Geosci. Remote. Sens., 2022)

Interpretable Long Short-Term Memory Networks for Crop Yield Estimation. - Anna Mateo-Sanchis; José E. Adsuara; Maria Piles; Jordi Muñoz-Marí; Adrian Perez-Suay; Gustau Camps-Valls (IEEE Geosci. Remote. Sens. Lett., 2023)

Assessing the Impact of Using Short Videos for Teaching at Higher Education: Empirical Evidence From Log-Files in a Learning Management System. - Valero Laparra; Adrián Pérez-Suay; María Piles; Jordi Muñoz-Marí; Julia Amorós-López; Roberto Fernandez-Moran; Miguel-Ángel Fernández-Torres; José E. Adsuara (Rev. Iberoam. de Tecnol. del Aprendiz., 2023)

Exploring interactions between socioeconomic context and natural hazards on human population displacement. - Michele Ronco; José María Tárraga; Jordi Muñoz-Marí; Maria Piles; Eva Sevillano Marco; Qiang Wang; Maria Teresa Miranda Espinosa; Sylvain Ponserre; Gustau Camps-Valls (Zenodo, 2023)

Drought Displacement Forecasts Can Be Improved With Twitter Data. - José María Tárraga; María Piles; Eleni Kamateri; Eva Sevillano Marco; Ioannis Tsampoulatidis; Jordi Muñoz-Marí; Gustau Camps-Valls (IGARSS, 2024)