An advanced system for the automatic classification of multitemporal SAR images. - Lorenzo Bruzzone; Mattia Marconcini; Urs Wegmüller; Andreas Wiesmann (IEEE Trans. Geosci. Remote. Sens., 2004)

Transductive SVMs for semisupervised classification of hyperspectral data. - Lorenzo Bruzzone; Mingmin Chi; Mattia Marconcini (IGARSS, 2005)

A novel T2-SVM for partially supervised classification of multitemporal remote sensing images. - Lorenzo Bruzzone; Mattia Marconcini (IGARSS, 2005)

A Novel T2-SVM for Partially Supervised Classification. - Lorenzo Bruzzone; Mattia Marconcini (PReMI, 2005)

A Novel Context-Sensitive SVM for Classification of Remote Sensing Images. - Francesca Bovolo; Lorenzo Bruzzone; Mattia Marconcini (IGARSS, 2006)

A Novel Transductive SVM for Semisupervised Classification of Remote-Sensing Images. - Lorenzo Bruzzone; Mingmin Chi; Mattia Marconcini (IEEE Trans. Geosci. Remote. Sens., 2006)

An unsupervised change detection technique based on Bayesian initialization and semisupervised SVM. - Francesca Bovolo; Lorenzo Bruzzone; Mattia Marconcini (IGARSS, 2007)

Fusion of spectral and spatial information by a novel SVM classification technique. - Lorenzo Bruzzone; Mattia Marconcini; Claudio Persello (IGARSS, 2007)

Partially-supervised updating of land-cover maps: A P2S2VM technique and a circular validation strategy. - Mattia Marconcini; Lorenzo Bruzzone (IGARSS, 2007)

An Automatic System for the Analysis and Classification of Human Atrial Fibrillation Patterns from Intracardiac Electrograms. - Giandomenico Nollo; Mattia Marconcini; Luca Faes; Francesca Bovolo; Flavia Ravelli; Lorenzo Bruzzone (IEEE Trans. Biomed. Eng., 2008)

A Novel Approach to Unsupervised Change Detection Based on a Semisupervised SVM and a Similarity Measure. - Francesca Bovolo; Lorenzo Bruzzone; Mattia Marconcini (IEEE Trans. Geosci. Remote. Sens., 2008)

A Composite Semisupervised SVM for Classification of Hyperspectral Images. - Mattia Marconcini; Gustavo Camps-Valls; Lorenzo Bruzzone (IEEE Geosci. Remote. Sens. Lett., 2009)

Toward the Automatic Updating of Land-Cover Maps by a Domain-Adaptation SVM Classifier and a Circular Validation Strategy. - Lorenzo Bruzzone; Mattia Marconcini (IEEE Trans. Geosci. Remote. Sens., 2009)

Domain Adaptation Problems: A DASVM Classification Technique and a Circular Validation Strategy. - Lorenzo Bruzzone; Mattia Marconcini (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

A Novel Partially Supervised Approach to Targeted Change Detection. - Diego Fernández-Prieto; Mattia Marconcini (IEEE Trans. Geosci. Remote. Sens., 2011)

A novel approach to targeted land-cover classification of remote-sensing images. - Mattia Marconcini; Diego Fernández-Prieto (IGARSS, 2012)

Preliminary results of SMOS salinity retrieval by using Support Vector Regression (SVR). - Roberto Sabia; Mattia Marconcini; Thomas Katagis; Diego Fernández-Prieto; Justino Martínez; Marcos Portabella (IGARSS, 2012)

Towards EO-based sustainable urban planning and management. - Mattia Marconcini; Thomas Esch; Nektarios Chrysoulakis; H. Sebnem Düzgün; Abraham Tal; Christian Feigenwinter; Eberhard Parlow (IGARSS, 2013)

Unsupervised high-resolution global monitoring of urban settlements. - Mattia Marconcini; Thomas Esch; Andreas Felbier; Wieke Heldens (IGARSS, 2013)

On the assessment of SMOS salinity retrieval by using Support Vector Regression (SVR). - Roberto Sabia; Mattia Marconcini; Thomas Katagis; Diego Fernández-Prieto; Marcos Portabella (IGARSS, 2013)

Urban Footprint Processor - Fully Automated Processing Chain Generating Settlement Masks From Global Data of the TanDEM-X Mission. - Thomas Esch; Mattia Marconcini; Andreas Felbier; Achim Roth; Wieke Heldens; Martin Huber 002; Max Schwinger; Hannes Taubenböck; Andreas Müller 009; Stefan W. Dech (IEEE Geosci. Remote. Sens. Lett., 2013)

The global urban footprint - Processing status and cross comparison to existing human settlement products. - Andreas Felbier; Thomas Esch; Wieke Heldens; Mattia Marconcini; Julian Zeidler; Achim Roth; Martin Klotz; Michael Wurm; Hannes Taubenböck (IGARSS, 2014)

A novel method for building height estmation using TanDEM-X data. - Mattia Marconcini; Dimitrios Marmanis; Thomas Esch; Andreas Felbier (IGARSS, 2014)

Global urban growth monitoring by means of SAR data. - Mattia Marconcini; Annekatrin Metz; Thomas Esch; Julian Zeidler (IGARSS, 2014)

Classification of grassland types by means of multi-seasonal TerraSAR-X and RADARSAT-2 imagery. - Annekatrin Metz; Mattia Marconcini; Thomas Esch; Peter Reinartz; Manfred Ehlers (IGARSS, 2014)

Extended analysis of SMOS salinity retrieval by using support vector regression (SVR). - Dominik Rains; Roberto Sabia; Diego Fernández-Prieto; Mattia Marconcini; Thomas Katagis (IGARSS, 2014)

Combined use of multi-seasonal high and medium resolution satellite imagery for parcel-related mapping of cropland and grassland. - Thomas Esch; Annekatrin Metz; Mattia Marconcini; Manfred Keil (Int. J. Appl. Earth Obs. Geoinformation, 2014)

A Conceptual List of Indicators for Urban Planning and Management Based on Earth Observation. - Nektarios Chrysoulakis; Christian Feigenwinter; Dimitrios P. Triantakonstantis; Igor Penyevskiy; Abraham Tal; Eberhard Parlow; Guy Fleishman; H. Sebnem Düzgün; Thomas Esch; Mattia Marconcini (ISPRS Int. J. Geo Inf., 2014)

Targeted Land-Cover Classification. - Mattia Marconcini; Diego Fernández-Prieto; Tim Buchholz (IEEE Trans. Geosci. Remote. Sens., 2014)

Urban monitoring in support of sustainable cities. - Mattia Marconcini; Annekatrin Metz; Julian Zeidler; Thomas Esch (JURSE, 2015)

Earth observation-based service platforms - a new instrument to provide geo-information for urban and regional planning. - Thomas Esch; Hubert Asamer; Martin Böttcher 001; Fabrice Brito; Andreas Hirner; Mattia Marconcini; Emmanuel Mathot; Annekatrin Metz; Hans Permana; Tomás Soukup; Filip Stanek; Stepán Kuchár; et al. (IGARSS, 2016)

ANthropogenic heat FLUX estimation from Space. - Nektarios Chrysoulakis; Mattia Marconcini; Jean-Philippe Gastellu-Etchegorry; C. S. B. Grimmond; Christian Feigenwinter; Fredrik Lindberg; Fabio Del Frate; Judith Klostermann; Zina Mitraka; Thomas Esch; Lucas Landier; Andy Gabey; et al. (JURSE, 2017)

Earth observation-supported service platform for the development and provision of thematic information on the built environment - the TEP-Urban project. - Thomas Esch; Soner Üreyen; Hubert Asamer; Andreas Hirner; Mattia Marconcini; Annekatrin Metz; Julian Zeidler; Martin Böttcher 001; Hans Permana; Fabrice Brito; Emmanuel Mathot; Tomás Soukup; et al. (JURSE, 2017)

Spatial distribution of sensible and latent heat flux in the URBANFLUXES case study city Basel (Switzerland). - Christian Feigenwinter; Eberhard Parlow; Roland Vogt; Michael Schmutz; Nektarios Chrysoulakis; Fredrik Lindberg; Mattia Marconcini; Fabio Del Frate (JURSE, 2017)

EO-based products in support of urban heat fluxes estimation. - Mattia Marconcini; Wieke Heldens; Fabio Del Frate; Daniele Latini; Zina Mitraka; Fredrik Lindberg (JURSE, 2017)

Towards discriminating between zones with different thermal behaviour in cities. - Zina Mitraka; Christian Feigenwinter; Nektarios Chrysoulakis; Eberhard Parlow; Sue Grimmond; Fredrik Lindberg; Andreas Wicki; Mattia Marconcini (JURSE, 2017)

Support for Multi-temporal and Multi-mission data processing: The ESA Research and Service Support. - Jose Manuel Delgado; Giovanni Sabatino; Roberto Cuccu; Giancarlo Rivolta; Ramona Pelich; Patrick Matgen; Marco Chini; Mattia Marconcini (MultiTemp, 2017)

From top-down land use planning intelligence to bottom-up stakeholder engagement for smart cities - a case study: DECUMANUS service products. - David Ludlow; Zaheer Abbas Khan; Kamran Soomro; Mattia Marconcini; Roberto San José; Philippe Malcorps; Maria Lemper; Juan Luis Perez; Annekatrin Metz (Int. J. Serv. Technol. Manag., 2017)

New Prospects in Analysing Big Data from Space - The Urban Thematic Exploitation Platform. - Thomas Esch; Hubert Asamer; Felix Bachofer; Jakub Balhar; Martin Böttcher 001; Enguerran Boissier; Andreas Hirner; Emmanuel Mathot; Mattia Marconcini; Annekatrin Metz-Marconcini; Hans Permana; Tomás Soukup; et al. (IGARSS, 2018)

Where We Live - A Summary of the Achievements and Planned Evolution of the Global Urban Footprint. - Thomas Esch; Felix Bachofer; Wieke Heldens; Andreas Hirner; Mattia Marconcini; Daniela Palacios-Lopez; Achim Roth; Soner Üreyen; Julian Zeidler; Stefan W. Dech; Noel Gorelick (Remote. Sens., 2018)

Spatial Distribution of Sensible and Latent Heat Flux in the City of Basel (Switzerland). - Christian Feigenwinter; Roland Vogt; Eberhard Parlow; Fredrik Lindberg; Mattia Marconcini; Fabio Del Frate; Nektarios Chrysoulakis (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

The Urban Thematic Exploitation Platform - Processing, Analysing and Visualization of Heterogeneous Data for Urban Applications. - Felix Bachofer; Thomas Esch; Jakub Balhar; Martin Böttcher 001; Enguerran Boissier; Fabrice Brito; Mattia Marconcini; Annekatrin Metz-Marconcini; Marc Paganini; Tomás Soukup; Vaclav Svaton; Julian Zeidler (JURSE, 2019)

Outlining where humans live - The World Settlement Footprint 2015. - Mattia Marconcini; Annekatrin Metz-Marconcini; Soner Üreyen; Daniela Palacios-Lopez; Wiebke Hanke; Felix Bachofer; Julian Zeidler; Thomas Esch; Noel Gorelick; Ashwin Kakarla; Emanuele Strano (CoRR, 2019)

Digital world meets urban planet - new prospects for evidence-based urban studies arising from joint exploitation of big earth data, information technology and shared knowledge. - Thomas Esch; Hubert Asamer; Felix Bachofer; Jakub Balhar; Martin Böttcher 001; Enguerran Boissier; Pablo d'Angelo; Caroline M. Gevaert; Andreas Hirner; Katerina Jupova; Franz Kurz; Andy Yaw Kwarteng; et al. (Int. J. Digit. Earth, 2020)

Effects on the Double Bounce Detection in Urban Areas Based on SAR Polarimetric Characteristics. - José Manuel Delgado Blasco; Magdalena Fitrzyk; Jolanda Patruno; Antonio M. Ruiz-Armenteros; Mattia Marconcini (Remote. Sens., 2020)

Towards a Large-Scale 3D Modeling of the Built Environment - Joint Analysis of TanDEM-X, Sentinel-2 and Open Street Map Data. - Thomas Esch; Julian Zeidler; Daniela Palacios-Lopez; Mattia Marconcini; Achim Roth; Milena Mönks; Benjamin F. Leutner; Elisabeth Brzoska; Annekatrin Metz-Marconcini; Felix Bachofer; Sveinung Loekken; Stefan W. Dech (Remote. Sens., 2020)

High-Resolution Gridded Population Datasets: Exploring the Capabilities of the World Settlement Footprint 2019 Imperviousness Layer for the African Continent. - Daniela Palacios-Lopez; Felix Bachofer; Thomas Esch; Mattia Marconcini; Kytt MacManus; Alessandro Sorichetta; Julian Zeidler; Stefan W. Dech; Andrew J. Tatem; Peter Reinartz (Remote. Sens., 2021)

Towards an Improved Large-Scale Gridded Population Dataset: A Pan-European Study on the Integration of 3D Settlement Data into Population Modelling. - Daniela Palacios-Lopez; Thomas Esch; Kytt MacManus; Mattia Marconcini; Alessandro Sorichetta; Greg Yetman; Julian Zeidler; Stefan W. Dech; Andrew J. Tatem; Peter Reinartz (Remote. Sens., 2022)

Earth Observation-based analysis of NO2 pollution and settlement growth in megacities. - Thilo Erbertseder; Hannes Taubenböck; Thomas Esch; Lorenza Gilardi; Heiko Paeth; Mattia Marconcini; Stefan W. Dech (JURSE, 2023)

Exploiting Copernicus Core Services for Assessing the Surface Urban Heat Island Intensity. - Mattia Marconcini; Annekatrin Metz-Marconcini; Thomas Esch; Giorgos Somarakis; Nektarios Chrysoulakis; Zina Mitraka (JURSE, 2023)

Green Transition from Space: actionable information to support Sustainable Cities planning. - Annekatrin Metz-Marconcini; Stefanie Lumnitz; Mattia Marconcini; Francesca Elisa Leonelli; Patrick Griffiths; Marc Paganini (JURSE, 2023)

Settlement Growth Prediction exploiting EO-based Time Series with the Spatio-Temporal Matrix Approach: a Case Study for the City of Hue, Vietnam. - Zhiyuan Wang; Mattia Marconcini; Linh Hoang Khanh Nguyen; Tung Gia Pham; Felix Bachofer (JURSE, 2023)

User Optimized Provision of Conflict Related Satellite- and Geoinformation - Ukraine Case Study. - Anne Schneibel; Thomas Esch; Peter Friedl; Sebastian Gapp; Corentin Henry; Mattia Marconcini; Nina Merkle; Annekatrin Metz-Marconcini; Anna Orthofer; Konstanze Lechner (IGARSS, 2024)

Building Age Estimation: A New Multi-Modal Benchmark Dataset and Community Challenge. - Nikolaos Dionelis; Nicolas Longépé; Alessandra Feliciotti; Mattia Marconcini; Devis Peressutti; Nika Oman Kadunc; JaeWan Park; Hagai Raja Sinulingga; Steve Andreas Immanuel; Ba Tran; Caroline Arnold (CoRR, 2025)