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2020 – today
- 2023
[j5]Saloua Chlaily
, Debanshu Ratha, Pigi Lozou, Andrea Marinoni:
On Measures of Uncertainty in Classification. IEEE Trans. Signal Process. 71: 3710-3725 (2023)- 2021
- [j4]Eduard Khachatrian, Saloua Chlaily, Torbjørn Eltoft, Wolfgang Dierking, Frode Dinessen, Andrea Marinoni:
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. 14: 9025-9037 (2021) - [j3]Eduard Khachatrian, Saloua Chlaily, Torbjørn Eltoft, Andrea Marinoni:
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. 14: 11546-11566 (2021) - [j2]Saloua Chlaily, Mauro Dalla Mura, Jocelyn Chanussot, Christian Jutten, Paolo Gamba, Andrea Marinoni:
Capacity and Limits of Multimodal Remote Sensing: Theoretical Aspects and Automatic Information Theory-Based Image Selection. IEEE Trans. Geosci. Remote. Sens. 59(7): 5598-5618 (2021) - [c5]Catherine Taelman, Saloua Chlaily, Eduard Khachatrian, Fons van der Sommen, Andrea Marinoni:
On the Exploitation of Heterophily in Graph-Based Multimodal Remote Sensing Data Analysis. CIKM Workshops 2021 - [c4]Eduard Khachatrian, Saloua Chlaily, Torbjørn Eltoft, Paolo Gamba, Andrea Marinoni:
Unsupervised Band Selection for Hyperspectral Datasets by Double Graph Laplacian Diagonalization. IGARSS 2021: 4007-4010 - [c3]Saloua Chlaily, Dino Ienco, Christian Jutten, Andrea Marinoni:
On Enhanced Ensemble Learning for Multimodal Remote Sensing Data Analysis by Capacity Optimization. SSP 2021: 151-155 - [i1]Andrea Marinoni, Saloua Chlaily, Eduard Khachatrian, Torbjørn Eltoft, Sivasakthy Selvakumaran, Mark Girolami, Christian Jutten:
Enhancing ensemble learning and transfer learning in multimodal data analysis by adaptive dimensionality reduction. CoRR abs/2105.03682 (2021) - 2020
- [c2]Andrea Marinoni, Saloua Chlaily, Christian Jutten:
Addressing Reliability of Multimodal Remote Sensing to Enhance Multisensor Data Fusion and Transfer Learning. IGARSS 2020: 3896-3899
2010 – 2019
- 2018
- [b1]Saloua Chlaily:
Modèle d'interaction et performances du traitement du signal multimodal. (Interaction model and performance of multimodal signal processing). Grenoble Alpes University, France, 2018 - 2017
- [j1]Saloua Chlaily, Chengfang Ren, Pierre-Olivier Amblard, Olivier J. J. Michel, Pierre Comon, Christian Jutten:
Information-Estimation Relationship in Mismatched Gaussian Channels. IEEE Signal Process. Lett. 24(5): 688-692 (2017) - 2016
- [c1]Saloua Chlaily, Pierre-Olivier Amblard, Olivier J. J. Michel, Christian Jutten:
Impact of noise correlation on multimodality. EUSIPCO 2016: 195-199
Coauthor Index
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