Andrea Marinoni

82 papers B 1C 18Misc 1Journal 48Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Improving Embedding of Graphs With Missing Data by Soft Manifolds.
IEEE Trans. Pattern Anal. Mach. Intell.
Andrea Marinoni, Pietro Liò, Alessandro Barp, Mark Girolami
2026 J jnl
The data heat island effect: quantifying the impact of AI data centers in a warming world.
CoRR
Andrea Marinoni, Erik Cambria, Luca Dal Zilio, Weisi Lin, Mauro Dalla Mura, Jocelyn Chanussot, Edoardo Ragusa, Chi Yan Tso, Yihao Zhu, Benjamin P. Horton
2025 J jnl
Graph-Based Propagation for Multispectral Remote Sensing Image Completion.
IEEE Trans. Geosci. Remote. Sens.
Iain Rolland, Sivasakthy Selvakumaran, Andrea Marinoni
2025 J jnl
Improving AI Efficiency in Data Centres by Power Dynamic Response.
CoRR
Andrea Marinoni, Sai Shivareddy, Pietro Lio', Weisi Lin, Erik Cambria, Clare Grey
2025 J jnl
Joint Despeckling and Thermal Noise Compensation: Application to Sentinel-1 Images of the Arctic.
IEEE Trans. Geosci. Remote. Sens.
Inès Meraoumia, Debanshu Ratha, Emanuele Dalsasso, Johannes Lohse, Florence Tupin, Andrea Marinoni, Loïc Denis
2025 J jnl
Similar Category Enhancement Network for Discrimination on Small Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Ziji Wei, Tianwei Zhang, Xu Sun, Lina Zhuang, Degang Wang, Andrea Marinoni, Lianru Gao
2024 J jnl
Responsible AI for Earth Observation.
CoRR
Pedram Ghamisi, Weikang Yu, Andrea Marinoni, Caroline M. Gevaert, Claudio Persello, Sivasakthy Selvakumaran, Manuela Girotto, Benjamin P. Horton, Philippe Rufin, Patrick Hostert, Fabio Pacifici, Peter M. Atkinson
2023 J jnl
A Generalized Geodesic Distance-Based Approach for Analysis of SAR Observations Across Polarimetric Modes.
IEEE Trans. Geosci. Remote. Sens.
Debanshu Ratha, Andrea Marinoni, Torbjørn Eltoft
2023 J jnl
Improving embedding of graphs with missing data by soft manifolds.
CoRR
Andrea Marinoni, Pietro Lio', Alessandro Barp, Christian Jutten, Mark Girolami
2023 Misc conf
Incorporating Reliability in Graph Information Propagation by Fluid Dynamics Diffusion: A case of Multimodal Semisupervised Deep Learning.
ICASSP
Andrea Marinoni, Marine Mercier, Qian Shi, Sivasakthy Selvakumaran, Mark Girolami
2023 J jnl
On Measures of Uncertainty in Classification.
IEEE Trans. Signal Process.
Saloua Chlaily, Debanshu Ratha, Pigi Lozou, Andrea Marinoni
2022 J jnl
AFSD: Adaptive Feature Space Distillation for Distributed Deep Learning.
IEEE Access
Salman Khaleghian, Habib Ullah, Einar Broch Johnsen, Anders Andersen, Andrea Marinoni
2022 C conf
Impacts of Gas Flaring to the Vegetation Changes in West Siberia Area and Timan Pechora Basins.
IGARSS
Yubao Qiu, Feng Xiahou, Guoqiang Jia, Andrea Marinoni, Qinghuan Li, Huadong Guo
2022 C conf
Remote Sensing for Search and Rescue Operations: Two Methods Studying the 2020 Beirut Blast.
IGARSS
Sivasakthy Selvakumaran, Iain Rolland, Luke Cullen, Andrea Marinoni
2022 J jnl
Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions.
IEEE Trans. Geosci. Remote. Sens.
Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang
2021 J jnl
A Multimodal Feature Selection Method for Remote Sensing Data Analysis Based on Double Graph Laplacian Diagonalization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Eduard Khachatrian, Saloua Chlaily, Torbjørn Eltoft, Andrea Marinoni
2021 C conf
A Noise-Aware Deep Learning Model for Sea Ice Classification Based on Sentinel-1 Sar Imagery.
IGARSS
Habib Ullah, Salman Khaleghian, Thomas Krämer, Torbjørn Eltoft, Andrea Marinoni
2021 J jnl
A graph representation based on fluid diffusion model for multimodal data analysis: theoretical aspects and enhanced community detection.
CoRR
Andrea Marinoni, Christian Jutten, Mark Girolami
2021 J jnl
Automatic Selection of Relevant Attributes for Multi-Sensor Remote Sensing Analysis: A Case Study on Sea Ice Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Eduard Khachatrian, Saloua Chlaily, Torbjørn Eltoft, Wolfgang Dierking, Frode Dinessen, Andrea Marinoni
2021 J jnl
Capacity and Limits of Multimodal Remote Sensing: Theoretical Aspects and Automatic Information Theory-Based Image Selection.
IEEE Trans. Geosci. Remote. Sens.
Saloua Chlaily, Mauro Dalla Mura, Jocelyn Chanussot, Christian Jutten, Paolo Gamba, Andrea Marinoni
2021 J jnl
Deep Semisupervised Teacher-Student Model Based on Label Propagation for Sea Ice Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Salman Khaleghian, Habib Ullah, Thomas Krämer, Torbjørn Eltoft, Andrea Marinoni
2021 J jnl
Enhancing ensemble learning and transfer learning in multimodal data analysis by adaptive dimensionality reduction.
CoRR
Andrea Marinoni, Saloua Chlaily, Eduard Khachatrian, Torbjørn Eltoft, Sivasakthy Selvakumaran, Mark Girolami, Christian Jutten
2021 J jnl
ExtremeEarth Meets Satellite Data From Space.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Desta Haileselassie Hagos, Theofilos Kakantousis, Vladimir Vlassov, Sina Sheikholeslami, Tianze Wang, Jim Dowling, Claudia Paris, Daniele Marinelli, Giulio Weikmann, Lorenzo Bruzzone, Salman Khaleghian, Thomas Krämer, Torbjørn Eltoft, Andrea Marinoni, Despina-Athanasia Pantazi, George Stamoulis, Dimitris Bilidas, George Papadakis, Georgios M. Mandilaras, Manolis Koubarakis, Antonis Troumpoukis, Stasinos Konstantopoulos, Markus Muerth, Florian Appel, Andrew Fleming, Andreas Cziferszky
2021 J jnl
Improving Global Forest Mapping by Semi-automatic Sample Labeling with Deep Learning on Google Earth Images.
CoRR
Qian Shi, Xiaolei Qin, Lingyu Sun, Zitao Shen, Xiaoping Liu, Xiaocong Xu, Jiaxin Tian, Rong Liu, Andrea Marinoni
2021 — conf
On Enhanced Ensemble Learning for Multimodal Remote Sensing Data Analysis by Capacity Optimization.
SSP
Saloua Chlaily, Dino Ienco, Christian Jutten, Andrea Marinoni
2021 — conf
On the Exploitation of Heterophily in Graph-Based Multimodal Remote Sensing Data Analysis.
CIKM Workshops
Catherine Taelman, Saloua Chlaily, Eduard Khachatrian, Fons van der Sommen, Andrea Marinoni
2021 J jnl
Sea Ice Classification of SAR Imagery Based on Convolution Neural Networks.
Remote. Sens.
Salman Khaleghian, Habib Ullah, Thomas Krämer, Nick Hughes, Torbjørn Eltoft, Andrea Marinoni
2021 C conf
Structural Health Monitoring on Urban Areas by Using Multi Temporal Insar and Deep Learning.
IGARSS
Gabriel Martín, Sivasakthy Selvakumaran, Andrea Marinoni, Zahra Sadeghi, Campbell R. Middleton
2021 J jnl
Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different Resolutions.
CoRR
Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang
2021 — conf
Uncertainty-Aware Graph-Based Multimodal Remote Sensing Detection of Out-Of-Distribution Samples.
CIKM Workshops
Iain Rolland, Andrea Marinoni, Sivasakthy Selvakumaran
2021 C conf
Unsupervised Band Selection for Hyperspectral Datasets by Double Graph Laplacian Diagonalization.
IGARSS
Eduard Khachatrian, Saloua Chlaily, Torbjørn Eltoft, Paolo Gamba, Andrea Marinoni
2020 J jnl
A Novel Rayleigh Dynamical Model for Remote Sensing Data Interpretation.
IEEE Trans. Geosci. Remote. Sens.
Fábio M. Bayer, Débora M. Bayer, Andrea Marinoni, Paolo Gamba
2020 C conf
Addressing Reliability of Multimodal Remote Sensing to Enhance Multisensor Data Fusion and Transfer Learning.
IGARSS
Andrea Marinoni, Saloua Chlaily, Christian Jutten
2020 J jnl
Combined InSAR and Terrestrial Structural Monitoring of Bridges.
IEEE Trans. Geosci. Remote. Sens.
Sivasakthy Selvakumaran, Cristian Rossi, Andrea Marinoni, Graham Webb, John Bennetts, Elena Barton, Simon Plank, Campbell R. Middleton
2020 J jnl
Hyperspectral Image Classification Based on a Shuffled Group Convolutional Neural Network with Transfer Learning.
Remote. Sens.
Yao Liu, Lianru Gao, Chenchao Xiao, Ying Qu, Ke Zheng, Andrea Marinoni
2020 J jnl
Hyperspectral Nonlinear Unmixing by Using Plug-and-Play Prior for Abundance Maps.
Remote. Sens.
Zhicheng Wang, Lina Zhuang, Lianru Gao, Andrea Marinoni, Bing Zhang, Michael K. Ng
2020 C conf
On the Optimal Design of Convolutional Neural Networks for Earth Observation Data Analysis by Maximization of Information Extraction.
IGARSS
Andrea Marinoni, Gianni Cristian Iannelli, Salman Khaleghian, Paolo Gamba
2019 J jnl
Abundance-Indicated Subspace for Hyperspectral Classification With Limited Training Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shuyuan Xu, Jun Li, Mahdi Khodadadzadeh, Andrea Marinoni, Paolo Gamba, Bo Li
2019 C conf
Assessment of Polarimetric Variability by Distance Geometry for Enhanced Classification of Oil Slicks Using SAR.
IGARSS
Andrea Marinoni, Martine Mostervik Espeseth, Paolo Gamba, Camilla Brekke, Torbjørn Eltoft
2019 J jnl
Bilinear normal mixing model for spectral unmixing.
IET Image Process.
Wenfei Luo, Lianru Gao, Ruihao Zhang, Andrea Marinoni, Bing Zhang
2019 J jnl
DAEN: Deep Autoencoder Networks for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Yuanchao Su, Jun Li, Antonio Plaza, Andrea Marinoni, Paolo Gamba, Somdatta Chakravortty
2019 — conf
Human settlement and infrastructure monitoring with hyperspectral imaging.
JURSE
Andrea Marinoni, Uta Heiden, Paolo Gamba
2019 J jnl
Improving Reliability in Nonlinear Hyperspectral Unmixing by Multidimensional Structural Optimization.
IEEE Trans. Geosci. Remote. Sens.
Andrea Marinoni, Paolo Gamba
2019 C conf
Mapping Mineral Abundances on the Moon Surface using Chang'E-1 IIM Data.
IGARSS
David Marzi, Andrea Marinoni, Paolo Gamba
2018 J jnl
An Improved Spatial and Temporal Reflectance Unmixing Model to Synthesize Time Series of Landsat-Like Images.
Remote. Sens.
Jianhang Ma, Wenjuan Zhang, Andrea Marinoni, Lianru Gao, Bing Zhang
2018 C conf
Deep Auto-Encoder Network for Hyperspectral Image Unmixing.
IGARSS
Yuanchao Su, Jun Li, Antonio Plaza, Andrea Marinoni, Paolo Gamba, Yuancheng Huang
2018 C conf
Discovering Temporal Patterns of Air Quality in Different Parts of Europe with Data Driven Feature Extraction.
IGARSS
Andrea Marinoni, Paolo Gamba, Daniele De Vecchi, Devis Tuia
2018 J jnl
Estimating Nonlinearities in p-Linear Hyperspectral Mixtures.
IEEE Trans. Geosci. Remote. Sens.
Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba
2018 J jnl
Integrating Spatial Information in the Normalized P-Linear Algorithm for Nonlinear Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Maofeng Tang, Lianru Gao, Andrea Marinoni, Paolo Gamba, Bing Zhang
2018 J jnl
Multiharmonic Postnonlinear Mixing Model for Hyperspectral Nonlinear Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Maofeng Tang, Bing Zhang, Andrea Marinoni, Lianru Gao, Paolo Gamba
2018 J jnl
Semantic Labeling of High Resolution Aerial Imagery and LiDAR Data with Fine Segmentation Network.
Remote. Sens.
Xuran Pan, Lianru Gao, Andrea Marinoni, Bing Zhang, Fan Yang, Paolo Gamba
2018 J jnl
Stacked Nonnegative Sparse Autoencoders for Robust Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Yuanchao Su, Andrea Marinoni, Jun Li, Javier Plaza, Paolo Gamba
2018 C conf
Structural Optimization For Accurate Characterization Of Urban Areas In Hyperspectral Datasets.
IGARSS
Andrea Marinoni, Paolo Gamba
2017 J jnl
A Novel Preunmixing Framework for Efficient Detection of Linear Mixtures in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Andrea Marinoni, Antonio Plaza, Paolo Gamba
2017 J jnl
An Information Theory-Based Scheme for Efficient Classification of Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens.
Andrea Marinoni, Gianni Cristian Iannelli, Paolo Gamba
2017 J jnl
Higher Order Nonlinear Hyperspectral Unmixing for Mineralogical Analysis Over Extraterrestrial Bodies.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Andrea Marinoni, Harold Clenet
2017 C conf
Nonlinear hyperspectral unmixing based on normalized P-linear algorithm.
IGARSS
Maofeng Tang, Lianru Gao, Andrea Marinoni, Bing Zhang
2017 C conf
Nonnegative sparse autoencoder for robust endmember extraction from remotely sensed hyperspectral images.
IGARSS
Yuanchao Su, Andrea Marinoni, Jun Li, Antonio Plaza, Paolo Gamba
2017 C conf
On the direct assessment of endmember fractions in hyperspectral images.
IGARSS
Andrea Marinoni, Paolo Gamba
2017 J jnl
Unsupervised Data Driven Feature Extraction by Means of Mutual Information Maximization.
IEEE Trans. Computational Imaging
Andrea Marinoni, Paolo Gamba
2016 J jnl
A New Algorithm for Bilinear Spectral Unmixing of Hyperspectral Images Using Particle Swarm Optimization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenfei Luo, Lianru Gao, Antonio Plaza, Andrea Marinoni, Bin Yang, Liang Zhong, Paolo Gamba, Bing Zhang
2016 J jnl
Accurate Detection of Anthropogenic Settlements in Hyperspectral Images by Higher Order Nonlinear Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Andrea Marinoni, Paolo Gamba
2016 — conf
An iterative enhancement of higher order nonlinear mixture model for accurate hyperspectral unmixing.
WHISPERS
Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba
2016 J jnl
Harmonic Mixture Modeling for Efficient Nonlinear Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Andrea Marinoni, Antonio Plaza, Paolo Gamba
2016 — conf
Identification of mafic minerals on Mars by nonlinear hyperspectral unmixing.
WHISPERS
Andrea Marinoni, Harold Clenet
2016 C conf
On the detection of linear mixtures in hyperspectral images.
IGARSS
Andrea Marinoni, Antonio J. Plaza, Paolo Gamba
2015 J jnl
A Novel Approach for Efficient p-Linear Hyperspectral Unmixing.
IEEE J. Sel. Top. Signal Process.
Andrea Marinoni, Paolo Gamba
2015 J jnl
A kinetic model-based algorithm to classify NGS short reads by their allele origin.
J. Biomed. Informatics
Andrea Marinoni, Ettore Rizzo, Ivan Limongelli, Paolo Gamba, Riccardo Bellazzi
2015 J jnl
An Efficient Approach for Local Affinity Pattern Detection in Remotely Sensed Big Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Andrea Marinoni, Paolo Gamba
2015 — conf
Characterizing dark spectra in mercury surface observations by nonlinear hyperspectral modeling.
WHISPERS
Andrea Marinoni, Rachel L. Klima, Paolo Gamba
2015 C conf
Inferring air quality maps from remotely sensed data to exploit georeferenced clinical onsets: The Pavia 2013 case.
IGARSS
Andrea Marinoni, Arianna Dagliati, Riccardo Bellazzi, Paolo Gamba
2015 J jnl
Nonlinear Hyperspectral Unmixing Using Nonlinearity Order Estimation and Polytope Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba
2015 C conf
Nonlinear endmember extraction in earth observations and astroinformatics data interpretation and compression.
IGARSS
Andrea Marinoni, Paolo Gamba
2015 — conf
On The Correlation Between Geo-Referenced Clinical Data And Remotely Sensed Air Pollution Maps.
MedInfo
Arianna Dagliati, Andrea Marinoni, Carlo Cerra, Paolo Gamba, Riccardo Bellazzi
2015 — conf
On the effect of nonlinear mixing in hyperspectral images of human settlements.
JURSE
Andrea Marinoni, Paolo Gamba
2015 — conf
Order-∞ nonlinear hyperspectral unmixing by sinusoidal polytope decomposition.
WHISPERS
Andrea Marinoni, Paolo Gamba
2014 — conf
Integrating multiple nonlinear estimators into hyperspectral unmixing.
WHISPERS
Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba
2014 — conf
Kimimila: A New Model to Classify NGS Short Reads by Their Allele Origin.
ICHI
Andrea Marinoni, Ettore Rizzo, Paolo Gamba, Riccardo Bellazzi, Ivan Limongelli
2014 — conf
Non-linear hyperspectral unmixing by polytope decomposition.
WHISPERS
Andrea Marinoni, Paolo Gamba
2013 J jnl
Efficient detection and decoding of q-ary LDPC coded signals over partial response channels.
EURASIP J. Wirel. Commun. Netw.
Andrea Marinoni, Pietro Savazzi, Paolo Gamba
2011 B conf
On q-ary LDPC Code Design for a Low Error Floor.
GLOBECOM
Andrea Marinoni, Pietro Savazzi, Richard D. Wesel
2010 — conf
Efficient Receivers for q-ary LDPC Coded Signals over Partial Response Channels.
ICC
Andrea Marinoni, Pietro Savazzi