Consistent Run Selection for Independent Component Analysis: Application to Fmri Analysis. - Qunfang Long; Chunying Jia; Zois Boukouvalas; Ben Gabrielson; Darren Emge; Tülay Adali (ICASSP, 2018)

Joint-IVA for identification of discriminating features in EEG: Application to a driving study. - Ben Gabrielson; Mohammad A. B. S. Akhonda; Suchita Bhinge; Justin Brooks; Qunfang Long; Tülay Adali (Biomed. Signal Process. Control., 2020)

ICA with Orthogonality Constraint: Identifiability And A New Efficient Algorithm. - Ben Gabrielson; Mohammad A. B. S. Akhonda; Zois Boukouvalas; Seung-Jun Kim 002; Tülay Adali (ICASSP, 2021)

An ICA-based framework for joint analysis of cognitive scores and MEG event-related fields. - Poomipat Boonyakitanont; Ben Gabrielson; Irina Belyaeva; Parthan Olikkal; Jitkomut Songsiri; Yu-Ping Wang 002; Tony W. Wilson; Vince D. Calhoun; Julia M. Stephen; Tülay Adali (EMBC, 2022)

REGRESSION-ASSISTED INDEPENDENT VECTOR ANALYSIS: A SOLUTION TO LARGE-SCALE FMRI DATA ANALYSIS. - Hanlu Yang 001; Ben Gabrielson; Vince D. Calhoun; Tülay Adali (ACSSC, 2023)

A Proximal Approach to IVA-G with Convergence Guarantees. - Clément Cosserat; Ben Gabrielson; Emilie Chouzenoux; Jean-Christophe Pesquet; Tülay Adali (ICASSP, 2023)

Independent Vector Analysis with Multivariate Gaussian Model: a Scalable Method by Multilinear Regression. - Ben Gabrielson; Mingyu Sun; Mohammad A. B. S. Akhonda; Vince D. Calhoun; Tülay Adali (ICASSP, 2023)

Constrained Independent Component Analysis Based on Entropy Bound Minimization for Subgroup Identification from Multi-subject fMRI Data. - Hanlu Yang 001; Fateme Ghayem; Ben Gabrielson; Mohammad A. B. S. Akhonda; Vince D. Calhoun; Tülay Adali (ICASSP, 2023)

A Scalable Approach to Independent Vector Analysis by Shared Subspace Separation for Multi-Subject fMRI Analysis. - Mingyu Sun; Ben Gabrielson; Mohammad Abu Baker Siddique Akhonda; Hanlu Yang 001; Francisco Laport; Vince D. Calhoun; Tülay Adali (Sensors, 2023)

Multi-Subject Analysis for Brain Developmental Patterns Discovery via Tensor Decomposition of MEG Data. - Irina Belyaeva; Ben Gabrielson; Yu-Ping Wang 002; Tony W. Wilson; Vince D. Calhoun; Julia M. Stephen; Tülay Adali (Neuroinformatics, 2023)

Correction to: Multi-Subject Analysis for Brain Developmental Patterns Discovery via Tensor Decomposition of MEG Data. - Irina Belyaeva; Ben Gabrielson; Yu-Ping Wang 002; Tony W. Wilson; Vince D. Calhoun; Julia M. Stephen; Tülay Adali (Neuroinformatics, 2023)

A Robust and Scalable Method with an Analytic Solution for Multi-Subject FMRI Data Analysis. - Trung Vu 001; Hanlu Yang 001; Francisco Laport; Ben Gabrielson; Vince D. Calhoun; Tülay Adali (ICASSP, 2024)

Mode Coresets for Efficient, Interpretable Tensor Decompositions: An Application to Feature Selection in fMRI Analysis. - Ben Gabrielson; Hanlu Yang 001; Trung Vu 001; Vince D. Calhoun; Tülay Adali (IEEE Access, 2024)

Identifying the Relationship Structure Among Multiple Datasets Using Independent Vector Analysis: Application to Multi-Task fMRI Data. - Isabell Lehmann; Tanuj Hasija; Ben Gabrielson; Mohammad A. B. S. Akhonda; Vince D. Calhoun; Tülay Adali (IEEE Access, 2024)

An Efficient Analytic Solution for Joint Blind Source Separation. - Ben Gabrielson; Mohammad Abu Baker Siddique Akhonda; Isabell Lehmann; Tülay Adali (IEEE Trans. Signal Process., 2024)

Learning Spatiotemporal Brain Dynamics in Adolescents via Multimodal MEG and fMRI Data Fusion Using Joint Tensor/Matrix Decomposition. - Irina Belyaeva; Ben Gabrielson; Yu-Ping Wang 002; Tony W. Wilson; Vince D. Calhoun; Julia M. Stephen; Tülay Adali (IEEE Trans. Biomed. Eng., 2024)

Grassmannian Kernels for Efficient and Effective Detection of Group Differences in fMRI Data. - Ashfia Binte Habib; Ben Gabrielson; Hanlu Yang 001; Vince D. Calhoun; Tülay Adali (CISS, 2025)

Adaptive Constrained ICA with Mixing Matrix Column Constraints: Application to fMRI Data. - Chunying Jia; Weixin Wang 005; Trung Vu 001; Hanlu Yang 001; Ben Gabrielson; Vince D. Calhoun; Tülay Adali (CISS, 2025)

Large-Scale Independent Vector Analysis (IVA-G) via Coresets. - Ben Gabrielson; Hanlu Yang 001; Trung Vu 001; Vince D. Calhoun; Tülay Adali (IEEE Trans. Signal Process., 2025)