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ORCIDTülay Adali
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Publications
- 2022
[j136]Mohammad A. B. S. Akhonda, Yuri Levin-Schwartz, Vince D. Calhoun
, Tülay Adali:
Association of Neuroimaging Data with Behavioral Variables: A Class of Multivariate Methods and Their Comparison Using Multi-Task FMRI Data. Sensors 22(3): 1224 (2022)- 2018
- [j116]Zois Boukouvalas, Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali:
Sparsity and Independence: Balancing Two Objectives in Optimization for Source Separation with Application to fMRI Analysis. J. Frankl. Inst. 355(4): 1873-1887 (2018) - [c136]Mohammad A. B. S. Akhonda, Yuri Levin-Schwartz, Suchita Bhinge, Vince D. Calhoun, Tülay Adali:
Consecutive Independence and Correlation Transform for Multimodal Fusion: Application to Eeg and Fmri Data. ICASSP 2018: 2311-2315 - [c135]Søren Føns Vind Nielsen, Yuri Levin-Schwartz, Diego Vidaurre, Tülay Adali, Vince D. Calhoun, Kristoffer Hougaard Madsen, Lars Kai Hansen, Morten Mørup:
Evaluating Models of Dynamic Functional Connectivity Using Predictive Classification Accuracy. ICASSP 2018: 2566-2570 - [c132]Zois Boukouvalas, Yuri Levin-Schwartz, Rami Mowakeaa, Gengshen Fu, Tülay Adali:
Independent Component Analysis Using Semi-Parametric Density Estimation Via Entropy Maximization. SSP 2018: 403-407 - 2017
- [j111]Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali:
Quantifying the Interaction and Contribution of Multiple Datasets in Fusion: Application to the Detection of Schizophrenia. IEEE Trans. Medical Imaging 36(7): 1385-1395 (2017) - [c131]Suchita Bhinge, Yuri Levin-Schwartz, Tülay Adali:
Estimation of common subspace order across multiple datasets: Application to multi-subject fMRI data. CISS 2017: 1-5 - [c130]Darren Emge, Zois Boukouvalas, Yuri Levin-Schwartz, Suchita Bhinge, Qunfang Long, Tülay Adali:
Power spectra constrained IVA for enhanced detection of SSVEP content. CISS 2017: 1-5 - [c129]Qunfang Long, Suchita Bhinge, Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali:
A graph theoretical approach for performance comparison of ICA for fMRI analysis. CISS 2017: 1-6 - [c128]Evrim Acar, Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali:
ACMTF for fusion of multi-modal neuroimaging data and identification of biomarkers. EUSIPCO 2017: 643-647 - [c127]Yuri Levin-Schwartz, Dennis R. Sparta, Joseph F. Cheer, Tülay Adali:
Parameter-free automated extraction of neuronal signals from calcium imaging data. ICASSP 2017: 1033-1037 - [c126]Suchita Bhinge, Yuri Levin-Schwartz, Tülay Adali:
Data-driven fusion of multi-camera video sequences: Application to abandoned object detection. ICASSP 2017: 1697-1701 - [c125]Zois Boukouvalas, Yuri Levin-Schwartz, Tülay Adali:
Enhancing ICA performance by exploiting sparsity: Application to FMRI analysis. ICASSP 2017: 2532-2536 - [c124]Suchita Bhinge, Qunfang Long, Yuri Levin-Schwartz, Zois Boukouvalas, Vince D. Calhoun, Tülay Adali:
Non-orthogonal constrained independent vector analysis: Application to data fusion. ICASSP 2017: 2666-2670 - [c123]Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali:
Two models for fusion of medical imaging data: Comparison and connections. ICASSP 2017: 6165-6169 - [c121]Evrim Acar, Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali:
Tensor-based fusion of EEG and FMRI to understand neurological changes in schizophrenia. ISCAS 2017: 1-4 - 2016
- [j108]Yuri Levin-Schwartz, Yang Song, Peter J. Schreier, Vince D. Calhoun, Tülay Adali:
Sample-poor estimation of order and common signal subspace with application to fusion of medical imaging data. NeuroImage 134: 486-493 (2016) - [c119]Suchita Bhinge, Zois Boukouvalas, Yuri Levin-Schwartz, Tülay Adali:
IVA for abandoned object detection: Exploiting dependence across color channels. ICASSP 2016: 2494-2498 - 2015
- [j101]Tülay Adali, Yuri Levin-Schwartz, Vince D. Calhoun:
Multimodal Data Fusion Using Source Separation: Two Effective Models Based on ICA and IVA and Their Properties. Proc. IEEE 103(9): 1478-1493 (2015) - [j100]Tülay Adali, Yuri Levin-Schwartz, Vince D. Calhoun:
Multimodal Data Fusion Using Source Separation: Application to Medical Imaging. Proc. IEEE 103(9): 1494-1506 (2015) - [c113]Suchita Bhinge, Yuri Levin-Schwartz, Gengshen Fu, Béatrice Pesquet-Popescu, Tülay Adali:
A data-driven solution for abandoned object detection: Advantages of multiple types of diversity. GlobalSIP 2015: 1347-1351 - [c112]Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali:
Multivariate Fusion of EEG and Functional MRI Data Using ICA: Algorithm Choice and Performance Analysis. LVA/ICA 2015: 489-496 - 2014
- [c109]Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali:
Data-driven fusion of EEG, functional and structural MRI: A comparison of two models. CISS 2014: 1-6
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