Impact of noise correlation on multimodality. - Saloua Chlaily; Pierre-Olivier Amblard; Olivier J. J. Michel; Christian Jutten (EUSIPCO, 2016)

Information-Estimation Relationship in Mismatched Gaussian Channels. - Saloua Chlaily; Chengfang Ren; Pierre-Olivier Amblard; Olivier J. J. Michel; Pierre Comon; Christian Jutten (IEEE Signal Process. Lett., 2017)

Modèle d'interaction et performances du traitement du signal multimodal. (Interaction model and performance of multimodal signal processing). - Saloua Chlaily (2018)

Addressing Reliability of Multimodal Remote Sensing to Enhance Multisensor Data Fusion and Transfer Learning. - Andrea Marinoni; Saloua Chlaily; Christian Jutten (IGARSS, 2020)

On the Exploitation of Heterophily in Graph-Based Multimodal Remote Sensing Data Analysis. - Catherine Taelman; Saloua Chlaily; Eduard Khachatrian; Fons van der Sommen; Andrea Marinoni (CIKM Workshops, 2021)

Unsupervised Band Selection for Hyperspectral Datasets by Double Graph Laplacian Diagonalization. - Eduard Khachatrian; Saloua Chlaily; Torbjørn Eltoft; Paolo Gamba; Andrea Marinoni (IGARSS, 2021)

On Enhanced Ensemble Learning for Multimodal Remote Sensing Data Analysis by Capacity Optimization. - Saloua Chlaily; Dino Ienco; Christian Jutten; Andrea Marinoni (SSP, 2021)

Enhancing ensemble learning and transfer learning in multimodal data analysis by adaptive dimensionality reduction. - Andrea Marinoni; Saloua Chlaily; Eduard Khachatrian; Torbjørn Eltoft; Sivasakthy Selvakumaran; Mark Girolami; Christian Jutten (CoRR, 2021)

Automatic Selection of Relevant Attributes for Multi-Sensor Remote Sensing Analysis: A Case Study on Sea Ice Classification. - Eduard Khachatrian; Saloua Chlaily; Torbjørn Eltoft; Wolfgang Dierking; Frode Dinessen; Andrea Marinoni (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

A Multimodal Feature Selection Method for Remote Sensing Data Analysis Based on Double Graph Laplacian Diagonalization. - Eduard Khachatrian; Saloua Chlaily; Torbjørn Eltoft; Andrea Marinoni (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Capacity and Limits of Multimodal Remote Sensing: Theoretical Aspects and Automatic Information Theory-Based Image Selection. - Saloua Chlaily; Mauro Dalla Mura; Jocelyn Chanussot; Christian Jutten; Paolo Gamba; Andrea Marinoni (IEEE Trans. Geosci. Remote. Sens., 2021)

On Measures of Uncertainty in Classification. - Saloua Chlaily; Debanshu Ratha; Pigi Lozou; Andrea Marinoni (IEEE Trans. Signal Process., 2023)