Ben Gabrielson

22 papers Misc 9Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Comprehensive Guide to Multiset Canonical Correlation Analysis and Its Application to Joint Blind Source Separation.
IEEE Trans. Signal Process.
Isabell Lehmann, Ben Gabrielson, Tanuj Hasija, Tülay Adali
2026 J jnl
Large-scale resting-state fMRI analysis via regression-assisted framework.
Biomed. Signal Process. Control.
Hanlu Yang, Ben Gabrielson, Trung Vu, Vince D. Calhoun, Tülay Adali
2025 Misc conf
Adaptive Constrained ICA with Mixing Matrix Column Constraints: Application to fMRI Data.
CISS
Chunying Jia, Weixin Wang, Trung Vu, Hanlu Yang, Ben Gabrielson, Vince D. Calhoun, Tülay Adali
2025 J jnl
An Effective Iterative Solution for Independent Vector Analysis With Convergence Guarantees.
IEEE Trans. Signal Process.
Clément Cosserat, Ben Gabrielson, Emilie Chouzenoux, Jean-Christophe Pesquet, Tülay Adali
2025 Misc conf
Grassmannian Kernels for Efficient and Effective Detection of Group Differences in fMRI Data.
CISS
Ashfia Binte Habib, Ben Gabrielson, Hanlu Yang, Vince D. Calhoun, Tülay Adali
2025 J jnl
Large-Scale Independent Vector Analysis (IVA-G) via Coresets.
IEEE Trans. Signal Process.
Ben Gabrielson, Hanlu Yang, Trung Vu, Vince D. Calhoun, Tülay Adali
2024 Misc conf
A Robust and Scalable Method with an Analytic Solution for Multi-Subject FMRI Data Analysis.
ICASSP
Trung Vu, Hanlu Yang, Francisco Laport, Ben Gabrielson, Vince D. Calhoun, Tülay Adali
2024 J jnl
An Efficient Analytic Solution for Joint Blind Source Separation.
IEEE Trans. Signal Process.
Ben Gabrielson, Mohammad Abu Baker Siddique Akhonda, Isabell Lehmann, Tülay Adali
2024 J jnl
Identifying the Relationship Structure Among Multiple Datasets Using Independent Vector Analysis: Application to Multi-Task fMRI Data.
IEEE Access
Isabell Lehmann, Tanuj Hasija, Ben Gabrielson, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Tülay Adali
2024 J jnl
Learning Spatiotemporal Brain Dynamics in Adolescents via Multimodal MEG and fMRI Data Fusion Using Joint Tensor/Matrix Decomposition.
IEEE Trans. Biomed. Eng.
Irina Belyaeva, Ben Gabrielson, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun, Julia M. Stephen, Tülay Adali
2024 J jnl
Mode Coresets for Efficient, Interpretable Tensor Decompositions: An Application to Feature Selection in fMRI Analysis.
IEEE Access
Ben Gabrielson, Hanlu Yang, Trung Vu, Vince D. Calhoun, Tülay Adali
2023 Misc conf
A Proximal Approach to IVA-G with Convergence Guarantees.
ICASSP
Clément Cosserat, Ben Gabrielson, Emilie Chouzenoux, Jean-Christophe Pesquet, Tülay Adali
2023 J jnl
A Scalable Approach to Independent Vector Analysis by Shared Subspace Separation for Multi-Subject fMRI Analysis.
Sensors
Mingyu Sun, Ben Gabrielson, Mohammad Abu Baker Siddique Akhonda, Hanlu Yang, Francisco Laport, Vince D. Calhoun, Tülay Adali
2023 Misc conf
Constrained Independent Component Analysis Based on Entropy Bound Minimization for Subgroup Identification from Multi-subject fMRI Data.
ICASSP
Hanlu Yang, Fateme Ghayem, Ben Gabrielson, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Tülay Adali
2023 J jnl
Correction to: Multi-Subject Analysis for Brain Developmental Patterns Discovery via Tensor Decomposition of MEG Data.
Neuroinformatics
Irina Belyaeva, Ben Gabrielson, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun, Julia M. Stephen, Tülay Adali
2023 Misc conf
Independent Vector Analysis with Multivariate Gaussian Model: a Scalable Method by Multilinear Regression.
ICASSP
Ben Gabrielson, Mingyu Sun, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Tülay Adali
2023 J jnl
Multi-Subject Analysis for Brain Developmental Patterns Discovery via Tensor Decomposition of MEG Data.
Neuroinformatics
Irina Belyaeva, Ben Gabrielson, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun, Julia M. Stephen, Tülay Adali
2023 Misc conf
REGRESSION-ASSISTED INDEPENDENT VECTOR ANALYSIS: A SOLUTION TO LARGE-SCALE FMRI DATA ANALYSIS.
ACSSC
Hanlu Yang, Ben Gabrielson, Vince D. Calhoun, Tülay Adali
2022 — conf
An ICA-based framework for joint analysis of cognitive scores and MEG event-related fields.
EMBC
Poomipat Boonyakitanont, Ben Gabrielson, Irina Belyaeva, Parthan Olikkal, Jitkomut Songsiri, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun, Julia M. Stephen, Tülay Adali
2021 Misc conf
ICA with Orthogonality Constraint: Identifiability And A New Efficient Algorithm.
ICASSP
Ben Gabrielson, Mohammad A. B. S. Akhonda, Zois Boukouvalas, Seung-Jun Kim, Tülay Adali
2020 J jnl
Joint-IVA for identification of discriminating features in EEG: Application to a driving study.
Biomed. Signal Process. Control.
Ben Gabrielson, Mohammad A. B. S. Akhonda, Suchita Bhinge, Justin Brooks, Qunfang Long, Tülay Adali
2018 Misc conf
Consistent Run Selection for Independent Component Analysis: Application to Fmri Analysis.
ICASSP
Qunfang Long, Chunying Jia, Zois Boukouvalas, Ben Gabrielson, Darren Emge, Tülay Adali