Saloua Chlaily

12 papers C 2Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2023 J jnl
On Measures of Uncertainty in Classification.
IEEE Trans. Signal Process.
Saloua Chlaily, Debanshu Ratha, Pigi Lozou, Andrea Marinoni
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 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
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 — 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 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 C conf
Addressing Reliability of Multimodal Remote Sensing to Enhance Multisensor Data Fusion and Transfer Learning.
IGARSS
Andrea Marinoni, Saloua Chlaily, Christian Jutten
2018 — —
Modèle d'interaction et performances du traitement du signal multimodal. (Interaction model and performance of multimodal signal processing).
Saloua Chlaily
2017 J jnl
Information-Estimation Relationship in Mismatched Gaussian Channels.
IEEE Signal Process. Lett.
Saloua Chlaily, Chengfang Ren, Pierre-Olivier Amblard, Olivier J. J. Michel, Pierre Comon, Christian Jutten
2016 — conf
Impact of noise correlation on multimodality.
EUSIPCO
Saloua Chlaily, Pierre-Olivier Amblard, Olivier J. J. Michel, Christian Jutten