Saloua Chlaily

Orcid: 0000-0003-4591-0131

According to our database1, Saloua Chlaily authored at least 12 papers between 2016 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
On Measures of Uncertainty in Classification.
IEEE Trans. Signal Process., 2023

2021
Capacity and Limits of Multimodal Remote Sensing: Theoretical Aspects and Automatic Information Theory-Based Image Selection.
IEEE Trans. Geosci. Remote. Sens., 2021

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., 2021

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., 2021

Enhancing ensemble learning and transfer learning in multimodal data analysis by adaptive dimensionality reduction.
CoRR, 2021

On Enhanced Ensemble Learning for Multimodal Remote Sensing Data Analysis by Capacity Optimization.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Unsupervised Band Selection for Hyperspectral Datasets by Double Graph Laplacian Diagonalization.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

On the Exploitation of Heterophily in Graph-Based Multimodal Remote Sensing Data Analysis.
Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021

2020
Addressing Reliability of Multimodal Remote Sensing to Enhance Multisensor Data Fusion and Transfer Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2018
Modèle d'interaction et performances du traitement du signal multimodal. (Interaction model and performance of multimodal signal processing).
PhD thesis, 2018

2017
Information-Estimation Relationship in Mismatched Gaussian Channels.
IEEE Signal Process. Lett., 2017

2016
Impact of noise correlation on multimodality.
Proceedings of the 24th European Signal Processing Conference, 2016


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