Application of Fuzzy Lattice Neurocomputing (FLN) for Environmental Data Estimation. - Vassilios Petridis; John B. Theocharis; Vassilis Syrris (FUZZ-IEEE, 2006)

Machine Learning Techniques for Environmental Data Estimation. - Vassilios Petridis; Vassilis Syrris (Computational Intelligence Based on Lattice Theory, 2007)

Classification through hierarchical clustering and dimensionality reduction. - Vassilis Syrris; Vassilios Petridis (IJCNN, 2008)

Real-Time Recognition of Basic Human Actions. - Vassilis Syrris (Machine Learning for Human Motion Analysis, 2010)

A hierarchical predictive scheme for incremental time-series classification. - Vassilis Syrris; Vassilios Petridis (IJCNN, 2010)

A lattice-based neuro-computing methodology for real-time human action recognition. - Vassilis Syrris; Vassilios Petridis (Inf. Sci., 2011)

Application of Inductive Topological Transfer Function Generation for a Cascaded Low-Pass Filter. - Georgios E. Vekris; Vassilis Syrris; Christos K. Manavis; Wamadeva Balachandran; Marios G. Hadjinicolaou; Nikolaos N. Kyriakoudis (Circuits Syst. Signal Process., 2013)

Multiscale quality assessment of Global Human Settlement Layer scenes against reference data using statistical learning. - Georgios K. Ouzounis; Vasileios Syrris; Martino Pesaresi (Pattern Recognit. Lett., 2013)

A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First Results. - Martino Pesaresi; Huadong Guo; Xavier Blaes; Daniele Ehrlich; Stefano Ferri; Lionel Gueguen; Matina Halkia; Mayeul Kauffmann; Thomas Kemper; Linlin Lu; Mario A. Marin-Herrera; Georgios K. Ouzounis; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Texture based built-up area extraction from Zi Yuan and spot imagery. - Daniele Ehrlich; Linlin Lu; Martino Pesaresi; Huadong Guo; Vassilis Syrris; Thomas Kemper; Panagiotis Politis (IGARSS, 2014)

A new map of the European settlements by automatic classification of 2.5m resolution SPOT data. - Stefano Ferri; Vasileios Syrris; Aneta J. Florczyk; Marco Scavazzon; Matina Halkia; Martino Pesaresi (IGARSS, 2014)

Combining GHSL and GPW to improve global population mapping. - Sérgio Freire 002; Thomas Kemper; Martino Pesaresi; Aneta J. Florczyk; Vasileios Syrris (IGARSS, 2015)

Image Enhancement and Feature Extraction Based on Low-Resolution Satellite Data. - Vasileios Syrris; Stefano Ferri; Daniele Ehrlich; Martino Pesaresi (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

The global human settlement layer from landsat imagery. - Martino Pesaresi; Daniele Ehrlich; Aneta J. Florczyk; Sérgio Freire 002; Andreea Julea; Thomas Kemper; Vassilis Syrris (IGARSS, 2016)

Assessment of the Added-Value of Sentinel-2 for Detecting Built-up Areas. - Martino Pesaresi; Christina Corbane; Andreea Julea; Aneta J. Florczyk; Vasileios Syrris; Pierre Soille (Remote. Sens., 2016)

A New Method for Earth Observation Data Analytics Based on Symbolic Machine Learning. - Martino Pesaresi; Vasileios Syrris; Andreea Julea (Remote. Sens., 2016)

A New European Settlement Map From Optical Remotely Sensed Data. - Aneta Jadwiga Florczyk; Stefano Ferri; Vasileios Syrris; Thomas Kemper; Matina Halkia; Pierre Soille; Martino Pesaresi (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Mass Processing of Sentinel-1 Images for Maritime Surveillance. - Carlos Santamaria; Marlene Alvarez; Harm Greidanus; Vasileios Syrris; Pierre Soille; Pietro Argentieri (Remote. Sens., 2017)

A versatile data-intensive computing platform for information retrieval from big geospatial data. - Pierre Soille; Armin Burger; Davide De Marchi; Pieter Kempeneers; Dario Rodriguez; Vassilis Syrris; Veselin Vasilev (Future Gener. Comput. Syst., 2018)

Evaluation of the Potential of Convolutional Neural Networks and Random Forests for Multi-Class Segmentation of Sentinel-2 Imagery. - Vasileios Syrris; Paul Hasenohr; Blagoj Delipetrev; Alexander Kotsev; Pieter Kempeneers; Pierre Soille (Remote. Sens., 2019)

Exposing the urban continuum: implications and cross-comparison from an interdisciplinary perspective. - Johannes H. Uhl; Hamidreza Zoraghein; Stefan Leyk; Deborah Balk; Christina Corbane; Vasileios Syrris; Aneta J. Florczyk (Int. J. Digit. Earth, 2020)

Application of the Symbolic Machine Learning to Copernicus VHR Imagery: The European Settlement Map. - Christina Corbane; Filip Sabo; Vassilis Syrris; Thomas Kemper; Panagiotis Politis; Martino Pesaresi; Pierre Soille; Kenji Ose (IEEE Geosci. Remote. Sens. Lett., 2020)

SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification. - Vasileios Syrris; Ondrej Pesek; Pierre Soille (Remote. Sens., 2020)

Mosaicking Copernicus Sentinel-1 Data at Global Scale. - Vasileios Syrris; Christina Corbane; Martino Pesaresi; Pierre Soille (IEEE Trans. Big Data, 2020)

Detection of Changes in Built-Up Areas with a Fully Convolutional Network in the Context of the European Settlement Map. - Christina Corbane; Filip Sabo; Panagiotis Politis; Vasileios Syrris (IGARSS, 2021)

Crop Classification from Sentinel-2 Time Series with Temporal Convolutional Neural Networks. - Sara Perez-Carabaza; Vasileios Syrris; Pieter Kempeneers; Pierre Soille (IGARSS, 2021)

On machine learning effectiveness for malware detection in Android OS using static analysis data. - Vasileios Syrris; Dimitris Geneiatakis (J. Inf. Secur. Appl., 2021)

Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery. - Christina Corbane; Vasileios Syrris; Filip Sabo; Panagiotis Politis; Michele Melchiorri; Martino Pesaresi; Pierre Soille; Thomas Kemper (Neural Comput. Appl., 2021)

Editorial of Special Issue "Machine and Deep Learning for Earth Observation Data Analysis". - Vasileios Syrris; Sveinung Loekken (Remote. Sens., 2021)

Mapping Canopy Cover in African Dry Forests from the Combined Use of Sentinel-1 and Sentinel-2 Data: Application to Tanzania for the Year 2018. - Astrid Verhegghen; Klara Kuzelova; Vasileios Syrris; Hugh Eva; Frédéric Achard (Remote. Sens., 2022)

Advances on the Global Human Settlement Layer by joint assessment of Earth Observation and population survey data. - Martino Pesaresi; Marcello Schiavina; Panagiotis Politis; Sérgio Freire 002; Katarzyna Krasnodebska; Johannes H. Uhl; Alessandra Carioli; Christina Corbane; Lewis Dijkstra; Pietro Florio; Hannah K. Friedrich; Jing Gao; et al. (Int. J. Digit. Earth, 2024)