Evaluating Graph Signal Processing for Neuroimaging Through
Classification and Dimensionality Reduction

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Evaluating Graph Signal Processing for Neuroimaging Through Classification and Dimensionality Reduction

6 March 2017

Nicolas Farrugia

Bastien Pasdeloup

Vincent Gripon

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Papers citing "Evaluating Graph Signal Processing for Neuroimaging Through Classification and Dimensionality Reduction"

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Title
Learning Graph Filters for Structure-Function Coupling based Hub Node IdentificationIEEE Transactions on Signal and Information Processing over Networks (TSIPN), 2024 Meiby Ortiz-Bouza Duc Vu Abdullah Karaaslanli Selin Aviyente 98 0 0 22 Oct 2024
BLIS-Net: Classifying and Analyzing Signals on GraphsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 Charles Xu Laney Goldman Valentina Guo Benjamin Hollander-Bodie Maedee Trank-Greene Ian M. Adelstein E. Brouwer Rex Ying Smita Krishnaswamy Michael Perlmutter 120 4 0 26 Oct 2023
Spatial Graph Signal Interpolation with an Application for Merging BCI Datasets with Various DimensionalitiesIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Yassine El Ouahidi Lucas Drumetz G. Lioi Nicolas Farrugia Bastien Pasdeloup Vincent Gripon 78 5 0 28 Oct 2022
SoK: Differential Privacy on Graph-Structured Data Tamara T. Mueller Dmitrii Usynin Johannes C. Paetzold Daniel Rueckert Georgios Kaissis 199 19 0 17 Mar 2022
Graph-LDA: Graph Structure Priors to Improve the Accuracy in Few-Shot Classification Myriam Bontonou Nicolas Farrugia Vincent Gripon CML 113 0 0 23 Aug 2021
Online Domain Adaptation for Continuous Cross-Subject Liver Viability Evaluation Based on Irregular Thermal DataIISE Transactions (IISE Trans.), 2020 Sahand Hajifar Hongyue Sun 149 8 0 24 Nov 2020
Improved Visual Localization via Graph Smoothing Carlos Lassance Yasir Latif Ravi Garg Vincent Gripon Ian Reid 118 2 0 07 Nov 2019
Spectral Graph Wavelet Transform as Feature Extractor for Machine Learning in NeuroimagingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 Yusuf Yigit Pilavci Nicolas Farrugia MedIm 205 6 0 11 Oct 2019
Comparing linear structure-based and data-driven latent spatial representations for sequence prediction Myriam Bontonou Carlos Lassance Vincent Gripon Nicolas Farrugia AI4TS 79 0 0 19 Aug 2019
Combining Anatomical and Functional Networks for Neuropathology Identification: A Case Study on Autism Spectrum Disorder Sarah Itani D. Thanou 193 50 0 25 Apr 2019