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- affiliation: University of Maryland, USA
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2020 – today
- 2025
[j158]Tülay Adali:
Looking Back on My First Year as Editor-in-Chief and Reflecting on the Challenges Ahead. IEEE Signal Process. Mag. 42(1): 3-5 (2025)- [j157]Ricardo Augusto Borsoi
, Konstantin Usevich, David Brie, Tülay Adali:
Personalized Coupled Tensor Decomposition for Multimodal Data Fusion: Uniqueness and Algorithms. IEEE Trans. Signal Process. 73: 113-129 (2025) - [j156]Ben Gabrielson, Hanlu Yang, Trung Vu, Vince D. Calhoun, Tülay Adali:
Large-Scale Independent Vector Analysis (IVA-G) via Coresets. IEEE Trans. Signal Process. 73: 230-244 (2025) - 2024
- [j155]Isabell Lehmann, Tanuj Hasija, Ben Gabrielson, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Tülay Adali:
Identifying the Relationship Structure Among Multiple Datasets Using Independent Vector Analysis: Application to Multi-Task fMRI Data. IEEE Access 12: 109443-109456 (2024) - [j154]Ben Gabrielson, Hanlu Yang, Trung Vu, Vince D. Calhoun, Tülay Adali:
Mode Coresets for Efficient, Interpretable Tensor Decompositions: An Application to Feature Selection in fMRI Analysis. IEEE Access 12: 192356-192376 (2024) - [j153]Caroline P. A. Moraes, Lucas Heck Dos Santos, Denis G. Fantinato, Aline Neves, Tülay Adali:
Independent Vector Analysis for Feature Extraction in Motor Imagery Classification. Sensors 24(16): 5428 (2024) - [j152]Tülay Adali:
An Exciting Juncture for Signal Processing Research: On Building Bridges, Challenges, and Opportunities [From the Editor]. IEEE Signal Process. Mag. 41(1): 3-6 (2024) - [j151]Tülay Adali:
Today's Rapidly Evolving Education Landscape: Challenges and Opportunities [From the Editor]. IEEE Signal Process. Mag. 41(2): 3-5 (2024) - [j150]Tülay Adali:
Volunteer Power Through Noisy Gradients and Self-Organization: What About Pruning? [From the Editor]. IEEE Signal Process. Mag. 41(3): 3-5 (2024) - [j149]Tülay Adali:
Interdisciplinarity: The Clear Path Forward [From the Editor]. IEEE Signal Process. Mag. 41(4): 3-4 (2024) - [j148]Tülay Adali:
An Exciting Juncture: The Convergence of Machine Learning and Signal Processing [From the Editor]. IEEE Signal Process. Mag. 41(6): 3-5 (2024) - [j147]Irina Belyaeva, Ben Gabrielson, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun, Julia M. Stephen, Tülay Adali:
Learning Spatiotemporal Brain Dynamics in Adolescents via Multimodal MEG and fMRI Data Fusion Using Joint Tensor/Matrix Decomposition. IEEE Trans. Biomed. Eng. 71(7): 2189-2200 (2024) - [j146]Trung Vu, Francisco Laport, Hanlu Yang, Vince D. Calhoun, Tülay Adali:
Constrained Independent Vector Analysis With Reference for Multi-Subject fMRI Analysis. IEEE Trans. Biomed. Eng. 71(12): 3531-3542 (2024) - [j145]Ben Gabrielson, Mohammad Abu Baker Siddique Akhonda, Isabell Lehmann, Tülay Adali:
An Efficient Analytic Solution for Joint Blind Source Separation. IEEE Trans. Signal Process. 72: 2436-2449 (2024) - [j144]Václav Kautský, Zbynek Koldovský, Tülay Adali:
Double Nonstationarity: Blind Extraction of Independent Nonstationary Vector/Component from Nonstationary Mixtures - Performance Analysis. IEEE Trans. Signal Process. 72: 3228-3241 (2024) - [j143]Ori Kenig, Koby Todros, Tülay Adali:
Robust Gaussian Mixture Modeling: A $\mathcal{K}$-Divergence Based Approach. IEEE Trans. Signal Process. 72: 3578-3594 (2024) - [c182]Fangling Sun, Chuang Liang, Tülay Adali, Daoqiang Zhang, Rongtao Jiang, Vince D. Calhoun, Shile Qi:
GPR-SCSANet: Unequal-Length Time Series Normalization with Split-Channel Residual Convolution and Self-Attention for Brain Age Prediction. BIBM 2024: 5097-5103 - [c181]Oktay Agcaoglu, Deniz Alaçam, Tülay Adali, Vince D. Calhoun, Rogers F. Silva, Sergey M. Plis, Biozid Bostami:
Copula linked parallel ICA jointly estimates linked structural and functional MRI brain networks. EMBC 2024: 1-4 - [c180]Francisco Laport, Adriana Dapena, Trung Vu, Hanlu Yang, Vince D. Calhoun, Tülay Adali:
Reproducibility and Replicability in Neuroimaging: Constrained IVA as an Effective Assessment Tool. EUSIPCO 2024: 802-806 - [c179]Chunying Jia, Mohammad Abu Baker Siddique Akhonda, Hanlu Yang, Vince D. Calhoun, Tülay Adali:
Fusion of Novel FMRI Features Using Independent Vector Analysis for a Multifaceted Characterization of Schizophrenia. EUSIPCO 2024: 1112-1116 - [c178]Irina Belyaeva, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun, Julia M. Stephen, Tülay Adali:
Assessing Pediatric Cognitive Development via Multisensory Brain Imaging Analysis. EUSIPCO 2024: 1362-1366 - [c177]Trung Vu, Hanlu Yang, Francisco Laport, Ben Gabrielson, Vince D. Calhoun, Tülay Adali:
A Robust and Scalable Method with an Analytic Solution for Multi-Subject FMRI Data Analysis. ICASSP 2024: 1831-1835 - [c176]Hanlu Yang, Meiby Ortiz-Bouza, Trung Vu, Francisco Laport, Vince D. Calhoun, Selin Aviyente, Tülay Adali:
Subgroup Identification Through Multiplex Community Structure Within Functional Connectivity Networks. ICASSP 2024: 2141-2145 - [c175]Ashkan Faghiri, Armin Iraji, Tülay Adali, Vince D. Calhoun:
Analysis of High-Order Brain Networks Resolved in Time and Frequency Using CP Decomposition. ICASSP 2024: 13346-13350 - [i10]Oktay Agcaoglu, Rogers F. Silva, Deniz Alaçam, Sergey M. Plis, Tülay Adali, Vince D. Calhoun:
Copula-Linked Parallel ICA: A Method for Coupling Structural and Functional MRI brain Networks. CoRR abs/2410.19774 (2024) - [i9]Ricardo Augusto Borsoi, Konstantin Usevich, David Brie, Tülay Adali:
Personalized Coupled Tensor Decomposition for Multimodal Data Fusion: Uniqueness and Algorithms. CoRR abs/2412.01102 (2024) - 2023
- [j142]Irina Belyaeva, Ben Gabrielson, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun, Julia M. Stephen, Tülay Adali:
Multi-Subject Analysis for Brain Developmental Patterns Discovery via Tensor Decomposition of MEG Data. Neuroinformatics 21(1): 115-141 (2023) - [j141]Irina Belyaeva, Ben Gabrielson, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun, Julia M. Stephen, Tülay Adali:
Correction to: Multi-Subject Analysis for Brain Developmental Patterns Discovery via Tensor Decomposition of MEG Data. Neuroinformatics 21(1): 143 (2023) - [j140]Hanlu Yang, Trung Vu, Qunfang Long, Vince D. Calhoun, Tülay Adali:
Identification of Homogeneous Subgroups from Resting-State fMRI Data. Sensors 23(6): 3264 (2023) - [j139]Mingyu Sun, Ben Gabrielson, Mohammad Abu Baker Siddique Akhonda, Hanlu Yang, Francisco Laport, Vince D. Calhoun, Tülay Adali:
A Scalable Approach to Independent Vector Analysis by Shared Subspace Separation for Multi-Subject fMRI Analysis. Sensors 23(11): 5333 (2023) - [j138]Rodrigo Capobianco Guido, Tülay Adali, Emil Björnson, Laure Blanc-Féraud, Ulisses Braga-Neto, Behnaz Ghoraani, Christian Jutten, Alle-Jan van der Veen, Hong Vicky Zhao, Xiaoxiang Zhu:
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements [From the Guest Editors]. IEEE Signal Process. Mag. 40(4): 3-6 (2023) - [j137]Rodrigo Capobianco Guido, Tülay Adali, Emil Björnson, Laure Blanc-Féraud, Ulisses Braga-Neto, Behnaz Ghoraani, Christian Jutten, Alle-Jan van der Veen, Hong Vicky Zhao, Xiaoxiang Zhu:
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements (Part 2) [From the Guest Editors]. IEEE Signal Process. Mag. 40(5): 8-11 (2023) - [c174]Trung Vu, Francisco Laport, Hanlu Yang, Tülay Adali:
Constrained Independent Vector Analysis with References: Algorithms and Performance Evaluation. ACSSC 2023: 827-831 - [c173]Hanlu Yang, Ben Gabrielson, Vince D. Calhoun, Tülay Adali:
REGRESSION-ASSISTED INDEPENDENT VECTOR ANALYSIS: A SOLUTION TO LARGE-SCALE FMRI DATA ANALYSIS. ACSSC 2023: 1443-1447 - [c172]Francisco Laport, Trung Vu, Hanlu Yang, Vince D. Calhoun, Tülay Adali:
Reproducibility in Joint Blind Source Separation: Application to fMRI Analysis. ACSSC 2023: 1448-1452 - [c171]Isabell Lehmann, Tülay Adali, Pieter Kruizinga, Borbála Hunyadi:
Deriving 3D Functional Brain Regions from Multi-Slice Functional Ultrasound Data Using ICA and IVA. ACSSC 2023: 1484-1490 - [c170]Zbynek Koldovský, Jaroslav Cmejla, Tülay Adali, Stephen O'Regan:
Independent Vector Extraction Constrained on Manifold of Half-Length Filters. EUSIPCO 2023: 940-944 - [c169]R. A. Borsoi, Isabell Lehmann, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Konstantin Usevich, David Brie, Tülay Adali:
Coupled CP Tensor Decomposition with Shared and Distinct Components for Multi-Task Fmri Data Fusion. ICASSP 2023: 1-5 - [c168]Jaroslav Cmejla, Zbynek Koldovský, Václav Kautský, Tülay Adali:
Dynamic Independent Component Extraction with Blending Mixing Vector: Lower Bound on Mean Interference-to-Signal Ratio. ICASSP 2023: 1-5 - [c167]Clément Cosserat, Ben Gabrielson, Emilie Chouzenoux, Jean-Christophe Pesquet, Tülay Adali:
A Proximal Approach to IVA-G with Convergence Guarantees. ICASSP 2023: 1-5 - [c166]Ben Gabrielson, Mingyu Sun, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Tülay Adali:
Independent Vector Analysis with Multivariate Gaussian Model: a Scalable Method by Multilinear Regression. ICASSP 2023: 1-5 - [c165]Fateme Ghayem, Hanlu Yang, Furkan Kantar, Seung-Jun Kim, Vince D. Calhoun, Tülay Adali:
New Interpretable Patterns and Discriminative Features from Brain Functional Network Connectivity using Dictionary Learning. ICASSP 2023: 1-5 - [c164]Ori Kenig, Koby Todros, Tülay Adali:
Robust GMM Parameter Estimation via the K-BM Algorithm. ICASSP 2023: 1-5 - [c163]Mark D. LoPresto, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Tülay Adali:
Fusion of Multi-Modal Neuroimaging Data and Association With Cognitive Data. ICASSP Workshops 2023: 1-5 - [c162]Hanlu Yang, Fateme Ghayem, Ben Gabrielson, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Tülay Adali:
Constrained Independent Component Analysis Based on Entropy Bound Minimization for Subgroup Identification from Multi-subject fMRI Data. ICASSP 2023: 1-5 - [c161]Biozid Bostami, Mukesh Dhamala, Tülay Adali, Vince D. Calhoun, Armin Iraji:
Spatial Dynamic Propagation of Network Activity in Resting fMRI Data. ISBI 2023: 1-4 - [c160]Armin Iraji, Jiayu Chen, Ashkan Faghiri, Zening Fu, Jingyu Liu, Juan R. Bustillo, Tülay Adali, Mukesh Dhamala, Vince D. Calhoun:
Capturing Spatial Dynamics Using Time-Resolved Referenced-Informed Network Estimation Techniques. ISBI 2023: 1-4 - [c159]Armin Iraji, Katarzyna Kazimierczak, Jiayu Chen, Sara Motlaghian, Karsten Specht, Tülay Adali, Vince D. Calhoun:
The Nonlinear Brain: Towards Uncovering Hidden Brain Networks Using Explicitly Nonlinear Functional Interaction. ISBI 2023: 1-4 - [c158]Xinhui Li, Tülay Adali, Rogers F. Silva, Vince D. Calhoun:
Multimodal Subspace Independent Vector Analysis Better Captures Hidden Relationships in Multimodal Neuroimaging Data. ISBI 2023: 1-5 - [i8]Zbynek Koldovský, Jaroslav Cmejla, Tülay Adali, Stephen O'Regan:
Independent Vector Extraction Constrained on Manifold of Half-Length Filters. CoRR abs/2304.01778 (2023) - 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) - [j135]Dingyi Pei, Parthan Olikkal, Tülay Adali, Ramana Vinjamuri:
Dynamical Synergies of Multidigit Hand Prehension. Sensors 22(11): 4177 (2022) - [j134]Dingyi Pei, Parthan Olikkal, Tülay Adali, Ramana Vinjamuri:
Reconstructing Synergy-Based Hand Grasp Kinematics from Electroencephalographic Signals. Sensors 22(14): 5349 (2022) - [j133]Parthan Olikkal, Dingyi Pei, Tülay Adali, Nilanjan Banerjee, Ramana Vinjamuri:
Data Fusion-Based Musculoskeletal Synergies in the Grasping Hand. Sensors 22(19): 7417 (2022) - [j132]Marie Roald, Carla Schenker, Vince D. Calhoun, Tülay Adali, Rasmus Bro, Jeremy E. Cohen, Evrim Acar:
An AO-ADMM Approach to Constraining PARAFAC2 on All Modes. SIAM J. Math. Data Sci. 4(3): 1191-1222 (2022) - [j131]Tülay Adali, Rodrigo Capobianco Guido, Tin Kam Ho, Klaus-Robert Müller, Stephen C. Strother:
Interpretability, Reproducibility, and Replicability [From the Guest Editors]. IEEE Signal Process. Mag. 39(4): 5-7 (2022) - [j130]Tülay Adali, Furkan Kantar, Mohammad Abu Baker Siddique Akhonda, Stephen C. Strother, Vince D. Calhoun, Evrim Acar:
Reproducibility in Matrix and Tensor Decompositions: Focus on model match, interpretability, and uniqueness. IEEE Signal Process. Mag. 39(4): 8-24 (2022) - [c157]Khondoker Murad Hossain, Suchita Bhinge, Qunfang Long, Vince D. Calhoun, Tülay Adali:
Data-driven spatio-temporal dynamic brain connectivity analysis using fALFF: Application to sensorimotor task data. CISS 2022: 200-205 - [c156]Dingyi Pei, Parthan Olikkal, Tülay Adali, Ramana Vinjamuri:
Dynamical Synergies in Multidigit Hand Prehension. EMBC 2022: 3203-3206 - [c155]Poomipat Boonyakitanont, Ben Gabrielson, Irina Belyaeva, Parthan Olikkal, Jitkomut Songsiri, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun, Julia M. Stephen, Tülay Adali:
An ICA-based framework for joint analysis of cognitive scores and MEG event-related fields. EMBC 2022: 3594-3598 - [c154]Parthan Olikkal, Dingyi Pei, Tülay Adali, Nilanjan Banerjee, Ramana Vinjamuri:
Musculoskeletal Synergies in the Grasping Hand. EMBC 2022: 3649-3652 - [c153]Ashkan Faghiri, Armin Iraji, Marlena Duda, Tülay Adali, Vince D. Calhoun:
A Unified Framework for Modularizing and Comparing Time-Resolved Functional Connectivity Methods. EMBC 2022: 4631-4634 - [c152]Isabell Lehmann, Evrim Acar, Tanuj Hasija, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Peter J. Schreier, Tülay Adali:
Multi-Task fMRI Data Fusion Using IVA and PARAFAC2. ICASSP 2022: 1466-1470 - [c151]Hanlu Yang, Mohammad A. B. S. Akhonda, Fateme Ghayem, Qunfang Long, Vince D. Calhoun, Tülay Adali:
Independent Vector Analysis Based Subgroup Identification from Multisubject fMRI Data. ICASSP 2022: 1471-1475 - [c150]Ashkan Faghiri, Tülay Adali, Vince D. Calhoun:
Single Sideband Modulation as a Tool To Improve Functional Connectivity Estimation. ISBI 2022: 1-4 - [c149]Ashkan Faghiri, Armin Iraji, Noah Lewis, Kun Yang, Koko Ishizuka, Akira Sawa, Tülay Adali, Vince D. Calhoun:
Going from lines to triangles: A formulation for time-frequency moments of time-series with application to study fMRI. IVMSP 2022: 1-5 - [i7]Fateme Ghayem, Hanlu Yang, Furkan Kantar, Seung-Jun Kim, Vince D. Calhoun, Tülay Adali:
New Interpretable Patterns and Discriminative Features from Brain Functional Network Connectivity Using Dictionary Learning. CoRR abs/2211.07374 (2022) - [i6]Jaroslav Cmejla, Zbynek Koldovský, Václav Kautský, Tülay Adali:
Dynamic Independent Component Extraction with Blending Mixing Vector: Lower Bound on Mean Interference-to-Signal Ratio. CoRR abs/2212.01178 (2022) - 2021
- [j129]Irina Belyaeva, Suchita Bhinge, Qunfang Long, Tülay Adali:
Taking the 4D Nature of fMRI Data Into Account Promises Significant Gains in Data Completion. IEEE Access 9: 145334-145362 (2021) - [j128]Qunfang Long, Suchita Bhinge, Vince D. Calhoun, Tülay Adali:
Relationship between Dynamic Blood-Oxygen-Level-Dependent Activity and Functional Network Connectivity: Characterization of Schizophrenia Subgroups. Brain Connect. 11(6): 430-446 (2021) - [j127]Dario Farina, Arash Mohammadi, Tülay Adali, Nitish V. Thakor, Konstantinos N. Plataniotis:
Signal Processing for Neurorehabilitation and Assistive Technologies [From the Guest Editors]. IEEE Signal Process. Mag. 38(4): 5-7 (2021) - [j126]Rogers F. Silva, Sergey M. Plis, Tülay Adali, Marios S. Pattichis, Vince D. Calhoun:
Multidataset Independent Subspace Analysis With Application to Multimodal Fusion. IEEE Trans. Image Process. 30: 588-602 (2021) - [c148]Caitlin Moroney, Evan Crothers, Sudip Mittal, Anupam Joshi, Tülay Adali, Christine Mallinson, Nathalie Japkowicz, Zois Boukouvalas:
The Case for Latent Variable Vs Deep Learning Methods in Misinformation Detection: An Application to COVID-19. DS 2021: 422-432 - [c147]Dingyi Pei, Tülay Adali, Ramana Vinjamuri:
Generalizability of Hand Kinematic Synergies derived using Independent Component Analysis. EMBC 2021: 621-624 - [c146]Eswar Damaraju, Rogers F. Silva, Tülay Adali, Vince D. Calhoun:
A multimodal IVA fusion approach to identify linked neuroimaging markers. EMBC 2021: 3928-3932 - [c145]Lucas P. Damasceno, Charles C. Cavalcante, Tülay Adali, Zois Boukouvalas:
Independent Vector Analysis Using Semi-Parametric Density Estimation via Multivariate Entropy Maximization. ICASSP 2021: 3715-3719 - [c144]Ben Gabrielson, Mohammad A. B. S. Akhonda, Zois Boukouvalas, Seung-Jun Kim, Tülay Adali:
ICA with Orthogonality Constraint: Identifiability And A New Efficient Algorithm. ICASSP 2021: 3720-3724 - 2020
- [j125]Ben Gabrielson, Mohammad A. B. S. Akhonda, Suchita Bhinge, Justin Brooks, Qunfang Long, Tülay Adali:
Joint-IVA for identification of discriminating features in EEG: Application to a driving study. Biomed. Signal Process. Control. 61: 101948 (2020) - [j124]Suchita Bhinge, Qunfang Long, Vince D. Calhoun, Tülay Adali:
Adaptive Constrained Independent Vector Analysis: An Effective Solution for Analysis of Large-Scale Medical Imaging Data. IEEE J. Sel. Top. Signal Process. 14(6): 1255-1264 (2020) - [j123]Rui Jin, Krishna Dontaraju, Seung-Jun Kim, Mohammad Abu Baker Siddique Akhonda, Tülay Adali:
Dictionary Learning-Based fMRI Data Analysis for Capturing Common and Individual Neural Activation Maps. IEEE J. Sel. Top. Signal Process. 14(6): 1265-1279 (2020) - [j122]Rami Mowakeaa, Zois Boukouvalas, Qunfang Long, Tülay Adali:
IVA using complex multivariate GGD: application to fMRI analysis. Multidimens. Syst. Signal Process. 31(2): 725-744 (2020) - [j121]Qunfang Long, Suchita Bhinge, Vince D. Calhoun, Tülay Adali:
Independent vector analysis for common subspace analysis: Application to multi-subject fMRI data yields meaningful subgroups of schizophrenia. NeuroImage 216: 116872 (2020) - [j120]Václav Kautský, Petr Tichavský, Zbynek Koldovský, Tülay Adali:
Performance Bounds for Complex-Valued Independent Vector Analysis. IEEE Trans. Signal Process. 68: 4258-4267 (2020) - [c143]Zhongqiang Luo, Qunfang Long, Suchita Bhinge, Mohammad A. B. S. Akhonda, Tülay Adali:
Identification of Subgroup Differences Using IVA: Application to fMRI Data Fusion. EMBC 2020: 1683-1686 - [c142]Irina Belyaeva, Qunfang Long, Tülay Adali:
Inexact Proximal Conjugate Subgradient Algorithm for fMRI Data Completion. EUSIPCO 2020: 1025-1029 - [c141]Marie Roald, Suchita Bhinge, Chunying Jia, Vince D. Calhoun, Tülay Adali, Evrim Acar:
Tracing Network Evolution Using The Parafac2 Model. ICASSP 2020: 1100-1104 - [i5]Zois Boukouvalas, Christine Mallinson, Evan Crothers, Nathalie Japkowicz, Aritran Piplai, Sudip Mittal, Anupam Joshi, Tülay Adali:
Independent Component Analysis for Trustworthy Cyberspace during High Impact Events: An Application to Covid-19. CoRR abs/2006.01284 (2020)
2010 – 2019
- 2019
- [j119]Alexander von Lühmann, Zois Boukouvalas, Klaus-Robert Müller, Tülay Adali:
A new blind source separation framework for signal analysis and artifact rejection in functional Near-Infrared Spectroscopy. NeuroImage 200: 72-88 (2019) - [j118]Suchita Bhinge, Rami Mowakeaa, Vince D. Calhoun, Tülay Adali:
Extraction of Time-Varying Spatiotemporal Networks Using Parameter-Tuned Constrained IVA. IEEE Trans. Medical Imaging 38(7): 1715-1725 (2019) - [j117]Wei Du, Ronald Phlypo, Tülay Adali:
Adaptive Feature Selection and Feature Fusion for Semi-supervised Classification. J. Signal Process. Syst. 91(5): 521-537 (2019) - [c140]Mohammad A. B. S. Akhonda, Qunfang Long, Suchita Bhinge, Vince D. Calhoun, Tülay Adali:
Disjoint Subspaces for Common and Distinct Component Analysis: Application to Task FMRI Data. CISS 2019: 1-6 - [c139]Chunying Jia, Mohammad A. B. S. Akhonda, Qunfang Long, Vince D. Calhoun, Shari Waldstein, Tülay Adali:
C-ICT for Discovery of Multiple Associations in Multimodal Imaging Data: Application to Fusion of fMRI and DTI Data. CISS 2019: 1-5 - [i4]Marie Roald, Suchita Bhinge, Chunying Jia, Vince D. Calhoun, Tülay Adali, Evrim Acar:
Tracing Network Evolution Using the PARAFAC2 Model. CoRR abs/1911.02926 (2019) - [i3]Rogers F. Silva, Sergey M. Plis, Tülay Adali, Marios S. Pattichis, Vince D. Calhoun:
Multidataset Independent Subspace Analysis with Application to Multimodal Fusion. CoRR abs/1911.04048 (2019) - 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) - [j115]Tülay Adali, Antonio Ortega:
Applications of Graph Theory. Proc. IEEE 106(5): 784-786 (2018) - [j114]Qingbao Yu, Yuhui Du, Jiayu Chen, Jing Sui, Tülay Adali, Godfrey D. Pearlson, Vince D. Calhoun:
Application of Graph Theory to Assess Static and Dynamic Brain Connectivity: Approaches for Building Brain Graphs. Proc. IEEE 106(5): 886-906 (2018) - [j113]Tülay Adali, H. Joel Trussell, Lars Kai Hansen, Vince D. Calhoun:
The Dangers of Following Trends in Research: Sparsity and Other Examples of Hammers in Search of Nails. Proc. IEEE 106(6): 1014-1018 (2018) - [j112]Asif Iqbal, Abd-Krim Seghouane, Tülay Adali:
Shared and Subject-Specific Dictionary Learning (ShSSDL) Algorithm for Multisubject fMRI Data Analysis. IEEE Trans. Biomed. Eng. 65(11): 2519-2528 (2018) - [c138]Krishna Dontaraju, Seung-Jun Kim, Mohammad A. B. S. Akhonda, Tülay Adali:
Capturing Common and Individual Components in fMRI Data by Discriminative Dictionary Learning. ACSSC 2018: 1351-1356 - [c137]Suchita Bhinge, Vince D. Calhoun, Tülay Adali:
IVA-Based Spatio-Temporal Dynamic Connectivity Analysis in Large-Scale FMRI Data. ICASSP 2018: 965-969 - [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 - [c134]Qunfang Long, Chunying Jia, Zois Boukouvalas, Ben Gabrielson, Darren Emge, Tülay Adali:
Consistent Run Selection for Independent Component Analysis: Application to Fmri Analysis. ICASSP 2018: 2581-2585 - [c133]Xiaowei Song, Suchita Bhinge, Raimi Quiton, Tülay Adali:
A two-level ICA approach reveals important differences in the female brain response to thermal pain. ISBI 2018: 1377-1380 - [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) - [j110]Hualiang Li, Tülay Adali, Wei Wang, Darren Emge, Andrzej Cichocki:
Erratum: Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy. J. Signal Process. Syst. 88(3): 469 (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 - [c122]Seung-Jun Kim, Vince D. Calhoun, Tülay Adali:
Flexible large-scale fMRI analysis: A survey. ICASSP 2017: 6319-6323 - [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
- [j109]Rogers F. Silva, Sergey M. Plis, Jing Sui, Marios S. Pattichis, Tülay Adali, Vince D. Calhoun:
Blind Source Separation for Unimodal and Multimodal Brain Networks: A Unifying Framework for Subspace Modeling. IEEE J. Sel. Top. Signal Process. 10(7): 1134-1149 (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) - [j107]Guoxu Zhou, Qibin Zhao, Yu Zhang, Tülay Adali, Shengli Xie, Andrzej Cichocki:
Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data. Proc. IEEE 104(2): 310-331 (2016) - [j106]Vince D. Calhoun, Tülay Adali:
Time-Varying Brain Connectivity in fMRI Data: Whole-brain data-driven approaches for capturing and characterizing dynamic states. IEEE Signal Process. Mag. 33(3): 52-66 (2016) - [j105]Junshi Xia, Lionel Bombrun, Tülay Adali, Yannick Berthoumieu, Christian Germain:
Spectral-Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy. IEEE Trans. Geosci. Remote. Sens. 54(8): 4971-4982 (2016) - [c120]Junshi Xia, Lionel Bombrun, Tülay Adali, Yannick Berthoumieu, Christian Germain:
Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering. ICASSP 2016: 1422-1426 - [c119]Suchita Bhinge, Zois Boukouvalas, Yuri Levin-Schwartz, Tülay Adali:
IVA for abandoned object detection: Exploiting dependence across color channels. ICASSP 2016: 2494-2498 - [c118]Maziar Yaesoubi, Robyn L. Miller, Tülay Adali, Vince D. Calhoun:
Time-varying frequency modes of resting fMRI brain networks reveal significant gender differences. ICASSP 2016: 6310-6314 - [c117]Rami Mowakeaa, Zois Boukouvalas, Tülay Adali, Charles Casimiro Cavalcante:
On the characterization, generation, and efficient estimation of the complex multivariate GGD. SAM 2016: 1-5 - 2015
- [j104]Vince D. Calhoun, Rogers F. Silva, Tülay Adali, Srinivas Rachakonda:
Comparison of PCA approaches for very large group ICA. NeuroImage 118: 662-666 (2015) - [j103]Tülay Adali, Christian Jutten, Lars Kai Hansen:
Multimodal Data Fusion [Scanning the Issue]. Proc. IEEE 103(9): 1445-1448 (2015) - [j102]Dana Lahat, Tülay Adali, Christian Jutten:
Multimodal Data Fusion: An Overview of Methods, Challenges, and Prospects. Proc. IEEE 103(9): 1449-1477 (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) - [j99]Zois Boukouvalas, Salem Said, Lionel Bombrun, Yannick Berthoumieu, Tülay Adali:
A New Riemannian Averaged Fixed-Point Algorithm for MGGD Parameter Estimation. IEEE Signal Process. Lett. 22(12): 2314-2318 (2015) - [j98]Pedro A. Rodriguez, Matthew Anderson, Vince D. Calhoun, Tülay Adali:
General Nonunitary Constrained ICA and its Application to Complex-Valued fMRI Data. IEEE Trans. Biomed. Eng. 62(3): 922-929 (2015) - [j97]Partha Pratim Acharjee, Ronald Phlypo, Lei Wu, Vince D. Calhoun, Tülay Adali:
Independent Vector Analysis for Gradient Artifact Removal in Concurrent EEG-fMRI Data. IEEE Trans. Biomed. Eng. 62(7): 1750-1758 (2015) - [j96]Gengshen Fu, Ronald Phlypo, Matthew Anderson, Tülay Adali:
Complex Independent Component Analysis Using Three Types of Diversity: Non-Gaussianity, Nonwhiteness, and Noncircularity. IEEE Trans. Signal Process. 63(3): 794-805 (2015) - [c116]Zois Boukouvalas, Gengshen Fu, Tülay Adali:
An efficient multivariate generalized Gaussian distribution estimator: Application to IVA. CISS 2015: 1-4 - [c115]Darren K. Emge, François-Benoît Vialatte, Gérard Dreyfus, Tülay Adali:
Independent vector analysis for SSVEP signal enhancement. CISS 2015: 1-6 - [c114]Gengshen Fu, Matthew Anderson, Tülay Adali:
Independent vector analysis by entropy rate bound minimization. CISS 2015: 1-6 - [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 - [c111]Gengshen Fu, Zois Boukouvalas, Tülay Adali:
Density estimation by entropy maximization with kernels. ICASSP 2015: 1896-1900 - [i2]Guoxu Zhou, Qibin Zhao, Yu Zhang, Tülay Adali, Shengli Xie, Andrzej Cichocki:
Linked Component Analysis from Matrices to High Order Tensors: Applications to Biomedical Data. CoRR abs/1508.07416 (2015) - 2014
- [j95]Sai Ma, Vince D. Calhoun, Ronald Phlypo, Tülay Adali:
Dynamic changes of spatial functional network connectivity in healthy individuals and schizophrenia patients using independent vector analysis. NeuroImage 90: 196-206 (2014) - [j94]R. Devon Hjelm, Vince D. Calhoun, Ruslan Salakhutdinov, Elena A. Allen, Tülay Adali, Sergey M. Plis:
Restricted Boltzmann machines for neuroimaging: An application in identifying intrinsic networks. NeuroImage 96: 245-260 (2014) - [j93]Rogers F. Silva, Sergey M. Plis, Tülay Adali, Vince D. Calhoun:
A statistically motivated framework for simulation of stochastic data fusion models applied to multimodal neuroimaging. NeuroImage 102: 92-117 (2014) - [j92]Mohammad R. Arbabshirani, Eswar Damaraju, Ronald Phlypo, Sergey M. Plis, Elena A. Allen, Sai Ma, Daniel H. Mathalon, Adrian Preda, Jatin G. Vaidya, Tülay Adali, Vince D. Calhoun:
Impact of autocorrelation on functional connectivity. NeuroImage 102: 294-308 (2014) - [j91]Tülay Adali, Matthew Anderson, Gengshen Fu:
Diversity in Independent Component and Vector Analyses: Identifiability, algorithms, and applications in medical imaging. IEEE Signal Process. Mag. 31(3): 18-33 (2014) - [j90]Tülay Adali, Peter J. Schreier:
Optimization and Estimation of Complex-Valued Signals: Theory and applications in filtering and blind source separation. IEEE Signal Process. Mag. 31(5): 112-128 (2014) - [j89]Pedro A. Rodriguez, Matthew Anderson, Xi-Lin Li, Tülay Adali:
General Non-Orthogonal Constrained ICA. IEEE Trans. Signal Process. 62(11): 2778-2786 (2014) - [j88]Reza Arablouei, Kutluyil Dogancay, Tülay Adali:
Unbiased Recursive Least-Squares Estimation Utilizing Dichotomous Coordinate-Descent Iterations. IEEE Trans. Signal Process. 62(11): 2973-2983 (2014) - [j87]Gengshen Fu, Matthew Anderson, Tülay Adali:
Likelihood Estimators for Dependent Samples and Their Application to Order Detection. IEEE Trans. Signal Process. 62(16): 4237-4244 (2014) - [j86]Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali:
Blind Source Separation by Entropy Rate Minimization. IEEE Trans. Signal Process. 62(16): 4245-4255 (2014) - [j85]Matthew Anderson, Gengshen Fu, Ronald Phlypo, Tülay Adali:
Independent Vector Analysis: Identification Conditions and Performance Bounds. IEEE Trans. Signal Process. 62(17): 4399-4410 (2014) - [j84]Shigeru Katagiri, Atsushi Nakamura, Tülay Adali, Jianhua Tao, Jan Larsen, Tieniu Tan:
Guest Editorial: Machine Learning for Signal Processing. J. Signal Process. Syst. 74(3): 281-283 (2014) - [c110]Jonathan Laney, Kelly Westlake, Sai Ma, Elizabeth Woytowicz, Tülay Adali:
Capturing subject variability in data driven fMRI analysis: A graph theoretical comparison. CISS 2014: 1-6 - [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 - [c108]Dana Lahat, Tülay Adali, Christian Jutten:
Challenges in multimodal data fusion. EUSIPCO 2014: 101-105 - [c107]Reza Arablouei, Kutluyil Dogançay, Tülay Adali:
Unbiased RLS identification of errors-in-variables models in the presence of correlated noise. EUSIPCO 2014: 261-265 - [c106]Wei Du, Sai Ma, Gengshen Fu, Vince D. Calhoun, Tülay Adali:
A novel approach for assessing reliability of ICA for FMRI analysis. ICASSP 2014: 2084-2088 - [c105]Partha Pratim Acharjee, Ronald Phlypo, Lei Wu, Vince D. Calhoun, Tülay Adali:
Gradient artifact removal in concurrently acquired EEG data using independent vector analysis. ICASSP 2014: 5859-5863 - [c104]Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali:
An efficient entropy rate estimator for complex-valued signal processing: Application to ICA. ICASSP 2014: 6216-6220 - [c103]Gengshen Fu, Wei Du, Tülay Adali:
Entropy rate estimation for vector processes: Application to complex FMRI analysis. ICIP 2014: 1867-1871 - [c102]Rogers F. Silva, Sergey M. Plis, Tülay Adali, Vince D. Calhoun:
Multidataset independent subspace analysis extends independent vector analysis. ICIP 2014: 2864-2868 - [c101]Wei Du, Gengshen Fu, Vince D. Calhoun, Tülay Adali:
Performance of complex-valued ICA algorithms for fMRI analysis: Importance of taking full diversity into account. ICIP 2014: 3612-3616 - [c100]Tülay Adali, Matthew Anderson, Gengshen Fu:
ICA and IVA: Theory, connections, and applications to medical imaging. IWSSIP 2014: 1-4 - [c99]Shruti Gopal, Robyn L. Miller, Andrew Michael, Tülay Adali, Stefi A. Baum, Vince D. Calhoun:
A study of spatial variation in fMRI brain networks via independent vector analysis: Application to schizophrenia. PRNI 2014: 1-4 - 2013
- [j83]Jing Sui, Hao He, Godfrey D. Pearlson, Tülay Adali, Kent A. Kiehl, Qingbao Yu, Vincent P. Clark, Eduardo Castro, Tonya White, Bryon A. Mueller, Beng-Choon Ho, Nancy Andreasen, Vince D. Calhoun:
Three-way (N-way) fusion of brain imaging data based on mCCA + jICA and its application to discriminating schizophrenia. NeuroImage 66: 119-132 (2013) - [j82]Klaus-Robert Müller, Tülay Adali, Kenji Fukumizu, José C. Príncipe, Sergios Theodoridis:
Special Issue on Advances in Kernel-Based Learning for Signal Processing [From the Guest Editors]. IEEE Signal Process. Mag. 30(4): 14-15 (2013) - [j81]Qibin Zhao, Guoxu Zhou, Tülay Adali, Liqing Zhang, Andrzej Cichocki:
Kernelization of Tensor-Based Models for Multiway Data Analysis: Processing of Multidimensional Structured Data. IEEE Signal Process. Mag. 30(4): 137-148 (2013) - [j80]Tülay Adali, Z. Jane Wang, Vince D. Calhoun, Tom Eichele, Martin J. McKeown, Dimitri Van De Ville:
Guest Editorial for Special Section on Multimodal Biomedical Imaging: Algorithms and Applications. IEEE Trans. Multim. 15(5): 973-974 (2013) - [j79]Xi-Lin Li, Tülay Adali:
Noncircular Complex ICA by Generalized Householder Reflections. IEEE Trans. Signal Process. 61(24): 6423-6430 (2013) - [c98]Sai Ma, Ronald Phlypo, Vince D. Calhoun, Tülay Adali:
Capturing group variability using IVA: A simulation study and graph-theoretical analysis. ICASSP 2013: 3128-3132 - [c97]Matthew Anderson, Gengshen Fu, Ronald Phlypo, Tülay Adali:
Independent vector analysis, the Kotz distribution, and performance bounds. ICASSP 2013: 3243-3247 - [c96]Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali:
Algorithms for Markovian source separation by entropy rate minimization. ICASSP 2013: 3248-3252 - [c95]Wei Du, Ronald Phlypo, Tülay Adali:
Adaptive feature split selection for co-training: Application to tire irregular wear classification. ICASSP 2013: 3497-3501 - [c94]Qibin Zhao, Guoxu Zhou, Tülay Adali, Liqing Zhang, Andrzej Cichocki:
Kernel-based tensor partial least squares for reconstruction of limb movements. ICASSP 2013: 3577-3581 - [i1]Matthew Anderson, Gengshen Fu, Ronald Phlypo, Tülay Adali:
Independent Vector Analysis: Identification Conditions and Performance Bounds. CoRR abs/1303.7474 (2013) - 2012
- [j78]Li Luo, Lai Xu, Rex E. Jung, Godfrey D. Pearlson, Tülay Adali, Vince D. Calhoun:
Constrained Source-Based Morphometry Identifies Structural Networks Associated with Default Mode Network. Brain Connect. 2(1): 33-43 (2012) - [j77]Sai Ma, Vince D. Calhoun, Tom Eichele, Wei Du, Tülay Adali:
Modulations of functional connectivity in the healthy and schizophrenia groups during task and rest. NeuroImage 62(3): 1694-1704 (2012) - [j76]Pedro A. Rodriguez, Vince D. Calhoun, Tülay Adali:
De-noising, phase ambiguity correction and visualization techniques for complex-valued ICA of group fMRI data. Pattern Recognit. 45(6): 2050-2063 (2012) - [j75]Matthew Anderson, Xi-Lin Li, Tülay Adali:
Complex-valued independent vector analysis: Application to multivariate Gaussian model. Signal Process. 92(8): 1821-1831 (2012) - [j74]Matthew Anderson, Tülay Adali, Xi-Lin Li:
Joint Blind Source Separation With Multivariate Gaussian Model: Algorithms and Performance Analysis. IEEE Trans. Signal Process. 60(4): 1672-1683 (2012) - [j73]Hualiang Li, Xi-Lin Li, Matthew Anderson, Tülay Adali:
A Class of Adaptive Algorithms Based on Entropy Estimation Achieving CRLB for Linear Non-Gaussian Filtering. IEEE Trans. Signal Process. 60(4): 2049-2055 (2012) - [j72]Xi-Lin Li, Tülay Adali:
Complex-Valued Linear and Widely Linear Filtering Using MSE and Gaussian Entropy. IEEE Trans. Signal Process. 60(11): 5672-5684 (2012) - [j71]Wei Xiong, Yi-Ou Li, Nicolle M. Correa, Xi-Lin Li, Vince D. Calhoun, Tülay Adali:
Order Selection of the Linear Mixing Model for Complex-Valued FMRI Data. J. Signal Process. Syst. 67(2): 117-128 (2012) - [j70]Yi-Ou Li, Tom Eichele, Vince D. Calhoun, Tülay Adali:
Group Study of Simulated Driving fMRI Data by Multiset Canonical Correlation Analysis. J. Signal Process. Syst. 68(1): 31-48 (2012) - [j69]Wei Wang, Tülay Adali, Darren Emge:
A Novel Approach for Target Detection and Classification Using Canonical Correlation Analysis. J. Signal Process. Syst. 68(3): 379-390 (2012) - [c93]Jing Sui, Hao He, Jingyu Liu, Qingbao Yu, Tülay Adali, Godfrey D. Pearlson, Vince D. Calhoun:
Three-way FMRI-DTI-methylation data fusion based on mCCA+jICA and its application to schizophrenia. EMBC 2012: 2692-2695 - [c92]Tülay Adali, Matthew Anderson, Gengshen Fu:
IVA and ICA: Use of diversity in independent decompositions. EUSIPCO 2012: 61-65 - [c91]Matthew Anderson, Xi-Lin Li, Pedro A. Rodriguez, Tülay Adali:
An effective decoupling method for matrix optimization and its application to the ICA problem. ICASSP 2012: 1885-1888 - [c90]Gengshen Fu, Hualiang Li, Matthew Anderson, Tülay Adali:
Order detection for dependent samples using entropy rate. ICASSP 2012: 2161-2164 - [c89]Pedro A. Rodriguez, Tülay Adali, Vince D. Calhoun:
Complex-valued analysis and visualization of fMRI data for event-related and block-design paradigms. MLSP 2012: 1-6 - 2011
- [j68]Siddharth Khullar, Andrew Michael, Nicolle M. Correa, Tülay Adali, Stefi A. Baum, Vince D. Calhoun:
Wavelet-based fMRI analysis: 3-D denoising, signal separation, and validation metrics. NeuroImage 54(4): 2867-2884 (2011) - [j67]Jing Sui, Godfrey D. Pearlson, Arvind Caprihan, Tülay Adali, Kent A. Kiehl, Jingyu Liu, Jeremy Yamamoto, Vince D. Calhoun:
Discriminating schizophrenia and bipolar disorder by fusing fMRI and DTI in a multimodal CCA+ joint ICA model. NeuroImage 57(3): 839-855 (2011) - [j66]Xi-Lin Li, Tülay Adali, Matthew Anderson:
Joint blind source separation by generalized joint diagonalization of cumulant matrices. Signal Process. 91(10): 2314-2322 (2011) - [j65]Tülay Adali, David J. Miller, Konstantinos I. Diamantaras, Jan Larsen:
Trends in Machine Learning for Signal Processing [In the Spotlight]. IEEE Signal Process. Mag. 28(6): 193-196 (2011) - [j64]Hualiang Li, Nicolle M. Correa, Pedro A. Rodriguez, Vince D. Calhoun, Tülay Adali:
Application of Independent Component Analysis With Adaptive Density Model to Complex-Valued fMRI Data. IEEE Trans. Biomed. Eng. 58(10): 2794-2803 (2011) - [j63]Sai Ma, Nicolle M. Correa, Xi-Lin Li, Tom Eichele, Vince D. Calhoun, Tülay Adali:
Automatic Identification of Functional Clusters in fMRI Data Using Spatial Dependence. IEEE Trans. Biomed. Eng. 58(12): 3406-3417 (2011) - [j62]Xi-Lin Li, Tülay Adali:
Blind Separation of Noncircular Correlated Sources Using Gaussian Entropy Rate. IEEE Trans. Signal Process. 59(6): 2969-2975 (2011) - [j61]Xi-Lin Li, Tülay Adali, Matthew Anderson:
Noncircular Principal Component Analysis and Its Application to Model Selection. IEEE Trans. Signal Process. 59(10): 4516-4528 (2011) - [j60]Tülay Adali, Peter J. Schreier, Louis L. Scharf:
Complex-Valued Signal Processing: The Proper Way to Deal With Impropriety. IEEE Trans. Signal Process. 59(11): 5101-5125 (2011) - [j59]Mike Novey, Esa Ollila, Tülay Adali:
On Testing the Extent of Noncircularity. IEEE Trans. Signal Process. 59(11): 5632-5637 (2011) - [j58]Pedro A. Rodriguez, Nicolle M. Correa, Tom Eichele, Vince D. Calhoun, Tülay Adali:
Quality Map Thresholding for De-noising of Complex-Valued fMRI Data and Its Application to ICA of fMRI. J. Signal Process. Syst. 65(3): 497-508 (2011) - [c88]Hualiang Li, Tülay Adali:
A class of adaptive algorithms based on ML for non-Gaussian linear filtering. CISS 2011: 1-5 - [c87]Xi-Lin Li, Tülay Adali:
Complex-valued Gaussian signal processing: Optimality of MSE, incorporation of full statistics, and a unified view. CISS 2011: 1-5 - [c86]Javier Vía, Matthew Anderson, Xi-Lin Li, Tülay Adali:
Joint blind source separation from second-order statistics: Necessary and sufficient identifiability conditions. ICASSP 2011: 2520-2523 - [c85]Siddharth Khullar, Andrew Michael, Nicolle M. Correa, Tülay Adali, Stefi A. Baum, Vince D. Calhoun:
Wavelet-based denoising and independent component analysis for improving multi-group inference in fMRI data. ISBI 2011: 456-459 - [c84]Xi-Lin Li, Sai Ma, Vince D. Calhoun, Tülay Adali:
Order detection for fMRI analysis: Joint estimation of downsampling depth and order by information theoretic criteria. ISBI 2011: 1019-1022 - [c83]Sai Ma, Tom Eichele, Nicolle M. Correa, Vince D. Calhoun, Tülay Adali:
Hierarchical and graphical analysis of fMRI network connectivity in healthy and schizophrenic groups. ISBI 2011: 1031-1034 - [c82]Wei Du, Hualiang Li, Xi-Lin Li, Vince D. Calhoun, Tülay Adali:
ICA of fMRI data: Performance of three ICA algorithms and the importance of taking correlation information into account. ISBI 2011: 1573-1576 - [c81]Siddharth Khullar, Andrew Michael, Nicolle M. Correa, Tülay Adali, Stefi A. Baum, Vince D. Calhoun:
Improved 3D wavelet-based de-noising of fMRI data. Image Processing 2011: 79624P - [c80]Siddharth Khullar, Andrew Michael, Nicolle M. Correa, Tülay Adali, Nathan D. Cahill, Stefi A. Baum, Vince D. Calhoun:
A new metric to measure shape differences in fMRI activity. Image Processing 2011: 79624K - [c79]Josselin T. Dea, Matthew Anderson, Elena A. Allen, Vince D. Calhoun, Tülay Adali:
IVA for multi-subject FMRI analysis: A comparative study using a new simulation toolbox. MLSP 2011: 1-6 - [c78]Javier Vía, Matthew Anderson, Xi-Lin Li, Tülay Adali:
A maximum likelihood approach for independent vector analysis of Gaussian data sets. MLSP 2011: 1-6 - 2010
- [j57]Sunil Kumar Arja, Zhaomei Feng, Zikuan Chen, Arvind Caprihan, Kent A. Kiehl, Tülay Adali, Vince D. Calhoun:
Changes in fMRI magnitude data and phase data observed in block-design and event-related tasks. NeuroImage 49(4): 3149-3160 (2010) - [j56]Nicolle M. Correa, Tom Eichele, Tülay Adali, Yi-Ou Li, Vince D. Calhoun:
Multi-set canonical correlation analysis for the fusion of concurrent single trial ERP and functional MRI. NeuroImage 50(4): 1438-1445 (2010) - [j55]Jing Sui, Tülay Adali, Godfrey D. Pearlson, Honghui Yang, Scott R. Sponheim, Tonya White, Vince D. Calhoun:
A CCA + ICA based model for multi-task brain imaging data fusion and its application to schizophrenia. NeuroImage 51(1): 123-134 (2010) - [j54]Nicolle M. Correa, Tülay Adali, Yi-Ou Li, Vince D. Calhoun:
Canonical Correlation Analysis for Data Fusion and Group Inferences. IEEE Signal Process. Mag. 27(4): 39-50 (2010) - [j53]Juan Ignacio Arribas, Vince D. Calhoun, Tülay Adali:
Automatic Bayesian Classification of Healthy Controls, Bipolar Disorder, and Schizophrenia Using Intrinsic Connectivity Maps From fMRI Data. IEEE Trans. Biomed. Eng. 57(12): 2850-2860 (2010) - [j52]Xi-Lin Li, Tülay Adali:
Complex Independent Component Analysis by Entropy Bound Minimization. IEEE Trans. Circuits Syst. I Regul. Pap. 57-I(7): 1417-1430 (2010) - [j51]Mike Novey, Tülay Adali, Anindya Roy:
A complex generalized Gaussian distribution: characterization, generation, and estimation. IEEE Trans. Signal Process. 58(3): 1427-1433 (2010) - [j50]Wei Xiong, Hualiang Li, Tülay Adali, Yi-Ou Li, Vince D. Calhoun:
On entropy rate for the complex domain and its application to i.i.d. sampling. IEEE Trans. Signal Process. 58(4): 2409-2414 (2010) - [j49]Xi-Lin Li, Tülay Adali:
Independent component analysis by entropy bound minimization. IEEE Trans. Signal Process. 58(10): 5151-5164 (2010) - [j48]Hualiang Li, Tülay Adali:
Algorithms for Complex ML ICA and Their Stability Analysis Using Wirtinger Calculus. IEEE Trans. Signal Process. 58(12): 6156-6167 (2010) - [c77]Tual Trainini, Xi-Lin Li, Eric Moreau, Tülay Adali:
A relative gradient algorithm for joint decompositions of complex matrices. EUSIPCO 2010: 1073-1076 - [c76]Xi-Lin Li, Matthew Anderson, Tülay Adali:
Second and Higher-Order Correlation Analysis of Multiple Multidimensional Variables by Joint Diagonalization. LVA/ICA 2010: 197-204 - [c75]Matthew Anderson, Tülay Adali:
A General Approach for Robustification of ICA Algorithms. LVA/ICA 2010: 295-302 - [c74]Matthew Anderson, Xi-Lin Li, Tülay Adali:
Nonorthogonal Independent Vector Analysis Using Multivariate Gaussian Model. LVA/ICA 2010: 354-361 - [c73]Pedro Rodriguez, Tülay Adali, Hualiang Li, Nicolle M. Correa, Vince D. Calhoun:
Phase correction and denoising for ICA of complex FMRI data. ICASSP 2010: 497-500 - [c72]Xi-Lin Li, Tülay Adali:
Flexible adaptive filtering by minimization of error entropy bound and its application to system identification. ICASSP 2010: 1886-1889 - [c71]Sai Ma, Xi-Lin Li, Nicolle M. Correa, Tülay Adali, Vince D. Calhoun:
Independent subspace analysis with prior information for fMRI data. ICASSP 2010: 1922-1925 - [c70]Xi-Lin Li, Tülay Adali:
Blind spatiotemporal separation of second and/or higher-order correlated sources by entropy rate minimization. ICASSP 2010: 1934-1937 - [c69]Hualiang Li, Tülay Adali, Nicolle M. Correa, Pedro A. Rodriguez, Vince D. Calhoun:
Flexible complex ICA of fMRI data. ICASSP 2010: 2050-2053 - [c68]Nicolle M. Correa, Tom Eichele, Tülay Adali, Yi-Ou Li, Vince D. Calhoun:
Fusion of concurrent single trial EEG data and fMRI data using multi-set canonical correlation analysis. ICASSP 2010: 5438-5441
2000 – 2009
- 2009
- [j47]Vince D. Calhoun, Jingyu Liu, Tülay Adali:
A review of group ICA for fMRI data and ICA for joint inference of imaging, genetic, and ERP data. NeuroImage 45(1): S163-S172 (2009) - [j46]Jing Sui, Tülay Adali, Godfrey D. Pearlson, Vince D. Calhoun:
An ICA-based method for the identification of optimal FMRI features and components using combined group-discriminative techniques. NeuroImage 46(1): 73-86 (2009) - [j45]Mike Novey, Tülay Adali, Anindya Roy:
Circularity and Gaussianity Detection Using the Complex Generalized Gaussian Distribution. IEEE Signal Process. Lett. 16(11): 993-996 (2009) - [j44]Vince D. Calhoun, Tülay Adali:
Feature-Based Fusion of Medical Imaging Data. IEEE Trans. Inf. Technol. Biomed. 13(5): 711-720 (2009) - [j43]Wei Wang, Tülay Adali, Darren Emge:
Subspace Partitioning for Target Detection and Identification. IEEE Trans. Signal Process. 57(4): 1250-1259 (2009) - [j42]Yi-Ou Li, Tülay Adali, Wei Wang, Vince D. Calhoun:
Joint blind source separation by multiset canonical correlation analysis. IEEE Trans. Signal Process. 57(10): 3918-3929 (2009) - [c67]Tülay Adali, Hualiang Li, Ronald Aloysius:
On properties of the widely linear MSE filter and its LMS implementation. CISS 2009: 876-881 - [c66]Nicolle M. Correa, Yi-Ou Li, Tülay Adali, Vince D. Calhoun:
Fusion of fMRI, sMRI, and EEG data using canonical correlation analysis. ICASSP 2009: 385-388 - [c65]Mike Novey, Tülay Adali:
Using complex-valued ICA to efficiently combine radar polarimetric data for target detection. ICASSP 2009: 1673-1676 - [c64]Peter J. Schreier, Tülay Adali, Louis L. Scharf:
On ICA of improper and noncircular sources. ICASSP 2009: 3561-3564 - [e1]Tülay Adali, Christian Jutten, João Marcos Travassos Romano, Allan Kardec Barros:
Independent Component Analysis and Signal Separation, 8th International Conference, ICA 2009, Paraty, Brazil, March 15-18, 2009. Proceedings. Lecture Notes in Computer Science 5441, Springer 2009, ISBN 978-3-642-00598-5 [contents] - 2008
- [j41]Hualiang Li, Tülay Adali:
Complex-Valued Adaptive Signal Processing Using Nonlinear Functions. EURASIP J. Adv. Signal Process. 2008 (2008) - [j40]Tülay Adali, Z. Jane Wang, Martin J. McKeown, Philippe Ciuciu, Lars Kai Hansen, Andrzej Cichocki, Vincent D. Calhoun:
Introduction to the Issue on fMRI Analysis for Human Brain Mapping. IEEE J. Sel. Top. Signal Process. 2(6): 813-816 (2008) - [j39]Nicolle M. Correa, Yi-Ou Li, Tülay Adali, Vincent D. Calhoun:
Canonical Correlation Analysis for Feature-Based Fusion of Biomedical Imaging Modalities and Its Application to Detection of Associative Networks in Schizophrenia. IEEE J. Sel. Top. Signal Process. 2(6): 998-1007 (2008) - [j38]Hualiang Li, Tülay Adali:
A Class of Complex ICA Algorithms Based on the Kurtosis Cost Function. IEEE Trans. Neural Networks 19(3): 408-420 (2008) - [j37]Mike Novey, Tülay Adali:
Complex ICA by Negentropy Maximization. IEEE Trans. Neural Networks 19(4): 596-609 (2008) - [j36]Mike Novey, Tülay Adali:
On Extending the Complex FastICA Algorithm to Noncircular Sources. IEEE Trans. Signal Process. 56(5): 2148-2154 (2008) - [j35]Tülay Adali, Hualiang Li, Mike Novey, Jean-François Cardoso:
Complex ICA Using Nonlinear Functions. IEEE Trans. Signal Process. 56(9): 4536-4544 (2008) - [c63]Wei Xiong, Yi-Ou Li, Hualiang Li, Tülay Adali, Vince D. Calhoun:
On ICA of complex-valued fMRI: Advantages and order selection. ICASSP 2008: 529-532 - [c62]Lai Xu, Jingyu Liu, Tülay Adali, Vince D. Calhoun:
Source based morphometry using structural MRI phase images to identify sources of gray matter and white matter relative differences in schizophrenia versus controls. ICASSP 2008: 533-536 - [c61]Jing Sui, Jingyu Liu, Lei Wu, Andrew Michael, Lai Xu, Tülay Adali, Vince D. Calhoun:
A constrained coefficient ica algorithm for group difference enhancement. ICASSP 2008: 593-596 - [c60]Hualiang Li, Tülay Adali:
Stability analysis of complex maximum likelihood ica using Wirtinger calculus. ICASSP 2008: 1801-1804 - [c59]Mike Novey, Tülay Adali:
On quantifying the effects of noncircularity on the complex fastica algorithm. ICASSP 2008: 1809-1812 - [c58]Yi-Ou Li, Wei Wang, Tülay Adali, Vince D. Calhoun:
CCA for joint blind source separation of multiple datasets with application to group FMRI analysis. ICASSP 2008: 1837-1840 - [c57]Wei Wang, Tülay Adali, Darren Emge:
Target detection and identification using canonical correlation analysis and subspace partitioning. ICASSP 2008: 2117-2120 - [c56]Nicolle M. Correa, Yi-Ou Li, Tülay Adali, Vince D. Calhoun:
Examining associations between FMRI and EEG data using canonical correlation analysis. ISBI 2008: 1251-1254 - 2007
- [j34]Yi-Ou Li, Tülay Adali, Vince D. Calhoun:
A Feature-Selective Independent Component Analysis Method for Functional MRI. Int. J. Biomed. Imaging 2007: 15635:1-15635:12 (2007) - [j33]Wei Wang, Tülay Adali:
Detection using correlation bound in a linear mixture model. Signal Process. 87(5): 1118-1127 (2007) - [j32]Tülay Adali, Vince D. Calhoun:
Complex ICA of Brain Imaging Data [Life Sciences]. IEEE Signal Process. Mag. 24(5): 136-139 (2007) - [j31]Hualiang Li, Tülay Adali, Wei Wang, Darren Emge, Andrzej Cichocki:
Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy. J. VLSI Signal Process. 48(1-2): 83-97 (2007) - [c55]Mike Novey, Tülay Adali:
Complex Fixed-Point ICA Algorithm for Separation of QAM Sources using Gaussian Mixture Model. ICASSP (2) 2007: 445-448 - [c54]Tülay Adali, Hualiang Li:
A Practical Formulation for Computation of Complex Gradients and its Application to Maximum Likelihood ICA. ICASSP (2) 2007: 633-636 - 2006
- [j30]Jianhua Xuan, Yue Joseph Wang, Matthew T. Freedman, Tülay Adali, Peter G. Shields:
Nonrigid Medical Image Registration by Finite-Element Deformable Sheet-Curve Models. Int. J. Biomed. Imaging 2006: 73430:1-73430:9 (2006) - [j29]Vince D. Calhoun, Tülay Adali, Godfrey D. Pearlson, Kent A. Kiehl:
Neuronal chronometry of target detection: Fusion of hemodynamic and event-related potential data. NeuroImage 30(2): 544-553 (2006) - [j28]Vince D. Calhoun, Tülay Adali:
Complex Infomax: Convergence and Approximation of Infomax with Complex Nonlinearities. J. VLSI Signal Process. 44(1-2): 173-190 (2006) - [c53]Vince D. Calhoun, Tülay Adali, Jingyu Liu:
A feature-based approach to combine functional MRI, structural MRI and EEG brain imaging data. EMBC 2006: 3672-3675 - [c52]Mike Novey, Tülay Adali:
Stability Analysis of Complex-Valued Nonlinearities for Maximization of Nongaussianity. ICASSP (5) 2006: 633-636 - [c51]Jean-François Cardoso, Tülay Adali:
The Maximum Likelihood Approach to Complex ICA. ICASSP (5) 2006: 673-676 - [c50]Vince D. Calhoun, Tülay Adali:
Fusion of Multisubject Hemodynamic and Event-Related Potential Data Using Independent Component Analysis. ICASSP (5) 2006: 1113-1116 - [c49]Yi-Ou Li, Tülay Adali, Vince D. Calhoun:
Sample dependence correction for order selection in fMRI analysis. ISBI 2006: 1072-1075 - 2005
- [j27]Vince D. Calhoun, Tülay Adali, Michael C. Stevens, Kent A. Kiehl, James J. Pekar:
Semi-blind ICA of fMRI: A method for utilizing hypothesis-derived time courses in a spatial ICA analysis. NeuroImage 25(2): 527-538 (2005) - [j26]Tülay Adali, Hongmei Ni:
Partial likelihood for online order selection. Signal Process. 85(5): 917-926 (2005) - [j25]Wei Wang, Tülay Adali:
Eigenanalysis of autocorrelation matrices in the presence of noncentral and signal-dependent noise. IEEE Signal Process. Lett. 12(2): 85-88 (2005) - [j24]Jianhua Xuan, Yue Joseph Wang, Qinfen Zheng, Tülay Adali:
Discontinuity-embedded deformable models for surface reconstruction from range images. IEEE Signal Process. Lett. 12(12): 805-808 (2005) - [c48]Wenze Xi, Tülay Adali:
Integrated MAP equalization and turbo product coding for optical fiber communications systems. GLOBECOM 2005: 6 - [c47]Danilo P. Mandic, Dragan Obradovic, Anthony Kuh, Tülay Adali, Udo Trutschel, Martin Golz, Philippe De Wilde, Javier A. Barria, Anthony G. Constantinides, Jonathon A. Chambers:
Data Fusion for Modern Engineering Applications: An Overview. ICANN (2) 2005: 715-721 - [c46]Yi-Ou Li, Tülay Adali, Vince D. Calhoun:
Feature-selective ICA and its convergence properties. ICASSP (5) 2005: 265-268 - [c45]Nicolle M. Correa, Tülay Adali, Yi-Ou Li, Vince D. Calhoun:
Comparison of blind source separation algorithms for FMRI using a new Matlab toolbox: GIFT. ICASSP (5) 2005: 401-404 - [c44]Wenze Xi, Tülay Adali, Yi Cai:
Probability distribution estimation for an integrated coding and equalization scheme in optical communications systems. ICASSP (3) 2005: 961-964 - 2004
- [j23]Bo Wang, Tülay Adali:
A frequency-domain training approach for equalization and noise suppression in discrete multitone systems. Signal Process. 84(2): 327-339 (2004) - [j22]David J. Miller, Tülay Adali, Jan Larsen, Marc M. Van Hulle:
Guest Editorial for Special Issue on Machine Learning for Signal Processing. J. VLSI Signal Process. 37(2-3): 171-175 (2004) - [j21]Vince D. Calhoun, Godfrey D. Pearlson, Tülay Adali:
Independent Component Analysis Applied to fMRI Data: A Generative Model for Validating Results. J. VLSI Signal Process. 37(2-3): 281-291 (2004) - [c43]Jianhua Xuan, Yue Joseph Wang, Qinfen Zheng, Tülay Adali:
A discontinuity-embedded deformable model for surface modeling. Circuits, Signals, and Systems 2004: 273-277 - [c42]Tülay Adali, Taehwan Kim, Vince D. Calhoun:
Independent component analysis by complex nonlinearities. ICASSP (5) 2004: 525-528 - [c41]Wenze Xi, Tülay Adali, John Zweck:
A MAP equalizer for the optical communications channel. ICASSP (4) 2004: 913-916 - [c40]Vince D. Calhoun, Tülay Adali, Yi-Ou Li:
Independent Component Analysis of Complex-Valued Functional Magnetic Resonance Imaging Data by Complex Nonlinearities. ISBI 2004: 984-987 - 2003
- [j20]Taehwan Kim, Tülay Adali:
Approximation by Fully Complex Multilayer Perceptrons. Neural Comput. 15(7): 1641-1666 (2003) - [j19]Vince D. Calhoun, Tülay Adali, James J. Pekar, Godfrey D. Pearlson:
Latency (in)sensitive ICA: Group independent component analysis of fMRI data in the temporal frequency domain. NeuroImage 20(3): 1661-1669 (2003) - [j18]Tülay Adali, Hongmei Ni:
Partial likelihood for signal processing. IEEE Trans. Signal Process. 51(1): 204-212 (2003) - [c39]Tülay Adali, Wei Wang, Aurenice O. Lima:
Electronic equalization in optical fiber communications. ICASSP (4) 2003: 497-500 - [c38]Vince D. Calhoun, Tülay Adali:
Complex ICA for fMRI analysis: performance of several approaches. ICASSP (2) 2003: 717-720 - 2002
- [j17]Ling Guan, Tülay Adali, Shigeru Katagiri, Jan Larsen, José C. Príncipe:
Guest editorial special issue on intelligent multimedia processing. IEEE Trans. Neural Networks 13(4): 789-792 (2002) - [j16]Marc M. Van Hulle, Jan Larsen, Tülay Adali:
Guest Editors' Introduction. J. VLSI Signal Process. 32(1-2): 5-6 (2002) - [j15]Taehwan Kim, Tülay Adali:
Fully Complex Multi-Layer Perceptron Network for Nonlinear Signal Processing. J. VLSI Signal Process. 32(1-2): 29-43 (2002) - [c37]Taehwan Kim, Tülay Adali:
Universal approximation of fully complex feed-forward neural networks. ICASSP 2002: 973-976 - [c36]Vince D. Calhoun, Tülay Adali, Godfrey D. Pearlson, James J. Pekar:
On complex infomax applied to functional MRI data. ICASSP 2002: 1009-1012 - [c35]Aurenice O. Lima, Tülay Adali, Ivan T. Lima, Curtis R. Menyuk:
Polarization diversity and equalization for PMD mitigation in optical communication systems. ICASSP 2002: 2721-2724 - [c34]Vince D. Calhoun, Tülay Adali:
Complex infomax: convergence and approximation of infomax with complex nonlinearities. NNSP 2002: 307-316 - 2001
- [j14]Vince D. Calhoun, Tülay Adali, V. B. McGinty, James J. Pekar, T. D. Watson, Godfrey D. Pearlson:
fMRI Activation in a Visual-Perception Task: Network of Areas Detected Using the General Linear Model and Independent Components Analysis. NeuroImage 14(5): 1080-1088 (2001) - [j13]Yue Joseph Wang, Tülay Adali, Jianhua Xuan, Zsolt Szabo:
Magnetic resonance image analysis by information theoretic criteria and stochastic site models. IEEE Trans. Inf. Technol. Biomed. 5(2): 150-158 (2001) - [c33]Taehwan Kim, Tülay Adali:
Complex backpropagation neural network using elementary transcendental activation functions. ICASSP 2001: 1281-1284 - [c32]Hongmei Ni, Tülay Adali:
On-line order selection for communications. ICASSP 2001: 1313-1316 - 2000
- [j12]Tülay Adali, Marc M. Van Hulle, Mahasan Niranjan:
Guest Editors' Introduction. J. VLSI Signal Process. 26(1-2): 5-6 (2000) - [j11]Hongmei Ni, Tülay Adali, Bo Wang, Xiao Liu:
A General Probabilistic Formulation for Supervised Neural Classifiers. J. VLSI Signal Process. 26(1-2): 141-153 (2000) - [c31]Tülay Adali, Yi Cai, Qigong Zheng:
An adaptive phase equalizer for reducing timing jitter due to acoustic effect. ICASSP 2000: 2693-2696 - [c30]Bo Wang, Tülay Adali:
A Weighted Frequency-Domain Least Squares Approach for Equalization in Discrete Multitone Systems. ICC (2) 2000: 1054-1058 - [c29]Bo Wang, Tülay Adali:
Time-Dmain Equalizer Design for Discrete Multitone Systems. ICC (2) 2000: 1080-1084
1990 – 1999
- 1999
- [j10]Tülay Adali, Bora Bakal, M. Kemal Sönmez, Reza Fakory:
NOx and CO Prediction in Fossil Fuel Plants by Time Delay Neural Networks. Integr. Comput. Aided Eng. 6(1): 27-40 (1999) - [c28]Tülay Adali, Hongmei Ni, Bo Wang:
Partial likelihood for estimation of multi-class posterior probabilities. ICASSP 1999: 1053-1056 - [c27]Juan Ignacio Arribas, Jesús Cid-Sueiro, Tülay Adali, Aníbal R. Figueiras-Vidal:
Neural networks to estimate ML multi-class constrained conditional probability density functions. IJCNN 1999: 1429-1432 - [c26]Hongmei Ni, Tülay Adali, Bo Wang:
A general formulation for learning multi-class posterior probabilities. IJCNN 1999: 1433-1437 - [c25]Juan Ignacio Arribas, Jesús Cid-Sueiro, Tülay Adali, Hongmei Ni, Bo Wang, Aníbal R. Figueiras-Vidal:
Estimates of constrained multi-class a posteriori probabilities in time series problems with neural networks. IJCNN 1999: 1560-1561 - [c24]Darren K. Emge, Tülay Adali, M. Kemal Sönmez:
Least relative entropy for voiced/unvoiced speech classification. IJCNN 1999: 2976-2980 - [c23]Anand Mishra, Tülay Adali:
Bayesian belief networks for effective troubleshooting. IJCNN 1999: 3425-3429 - [c22]Vince D. Calhoun, Tülay Adali, Godfrey D. Pearlson:
Adaptive Filtering of Visual Evoked Responses in FMRI: Variability of Response. SIP 1999: 397-400 - 1998
- [j9]Tülay Adali, Yue Joseph Wang, Nidhi Gupta:
A blockwise relaxation labeling scheme and its application to edge detection in cardiac MR image sequences. Int. J. Imaging Syst. Technol. 9(5): 340-350 (1998) - [j8]Yue Joseph Wang, Tülay Adali, Sun-Yuan Kung, Zsolt Szabo:
Quantification and segmentation of brain tissues from MR images: a probabilistic neural network approach. IEEE Trans. Image Process. 7(8): 1165-1181 (1998) - [j7]Tülay Adali:
Guest Editor's Introduction. J. VLSI Signal Process. 18(3): 203-204 (1998) - [j6]Yue Joseph Wang, Tülay Adali, Chi-Ming Lau, Sun-Yuan Kung:
Quantitative Analysis of MR Brain Image Sequences by Adaptive Self-Organizing Finite Mixtures. J. VLSI Signal Process. 18(3): 219-239 (1998) - [c21]Tülay Adali, Bo Wang, Xiao Liu, Jianhua Xuan:
A likelihood framework for nonlinear signal processing with finite normal mixtures. EUSIPCO 1998: 1-4 - [c20]Levent Demirekler, Tülay Adali, Xiao Liu:
Nonlinear decision feedback equalization using RCPL network. EUSIPCO 1998: 1-4 - [c19]Xiao Liu, Tülay Adali, Levent Demirekler:
A piecewise linear recurrent neural network structure and its dynamics. ICASSP 1998: 1221-1224 - [c18]Tülay Adali, Bo Wang, Alexei N. Pilipetskii, Curtis R. Menyuk:
A signal processing approach for effective reduction of timing jitter due to the acoustic effect. ICASSP 1998: 3429-3432 - 1997
- [j5]Tülay Adali, Bora Bakal, M. Kemal Sönmez, Reza Fakory, C. Oliver Tsaoi:
Modeling nuclear reactor core dynamics with recurrent neural networks. Neurocomputing 15(3-4): 363-381 (1997) - [j4]Tülay Adali, Xiao Liu:
Canonical piecewise linear network for nonlinear filtering and its application to blind equalization. Signal Process. 61(2): 145-155 (1997) - [j3]Tülay Adali, Xiao Liu, M. Kemal Sönmez:
Conditional distribution learning with neural networks and its application to channel equalization. IEEE Trans. Signal Process. 45(4): 1051-1064 (1997) - [c17]Ning Li, Tülay Adali, Moriel NessAiver:
Magnetic resonance image reconstruction from non-equidistantly sampled data. ICASSP 1997: 2829-2832 - [c16]Xiao Liu, Tülay Adali:
Recurrent canonical piecewise linear network for blind equalization. ICASSP 1997: 3213-3216 - [c15]Jianhua Xuan, Yue Joseph Wang, Tülay Adali, Qinfen Zheng:
A Deformable Surface-Spine Model for 3-D Surface Registration. ICIP (3) 1997: 236-239 - [c14]Jianhua Xuan, Isabell A. Sesterhenn, Wendelin S. Hayes, Yue Joseph Wang, Tülay Adali, Yukako Yagi, Matthew T. Freedman, Seong Ki Mun:
Surface reconstruction and visualization of the surgical prostate model. Image Processing 1997 - 1996
- [c13]Xiao Liu, Tülay Adali:
Channel equalization using partial likelihood estimation and recurrent canonical piecewise linear network. EUSIPCO 1996: 1-4 - [c12]Yue Joseph Wang, Tülay Adali:
Efficient learning of standard finite normal mixtures for image quantification. ICASSP 1996: 3422-3425 - [c11]Jianhua Xuan, Tülay Adali, Xiao Liu:
Information geometry of maximum partial likelihood estimation for channel equalization. ICASSP 1996: 3533-3536 - [c10]Tülay Adali, M. Kemal Sönmez, Xiao Liu:
Partial likelihood for real-time signal processing. ICASSP 1996: 3561-3564 - [c9]Xiao Liu, Tülay Adali:
Recurrent canonical piecewise linear network and its application to adaptive equalization. ICNN 1996: 1969-1973 - 1995
- [j2]Tülay Adali, Sasan H. Ardalan:
On the effect of input signal correlation on weight misadjustment in the RLS algorithm. IEEE Trans. Signal Process. 43(4): 988-991 (1995) - [c8]Tülay Adali, M. Kemal Sönmez, Kartik Patel:
On the dynamics of the LRE algorithm: a distribution learning approach to adaptive equalization. ICASSP 1995: 929-932 - [c7]Jianhua Xuan, Tülay Adali, Yue Joseph Wang:
Segmentation of magnetic resonance brain image: integrating region growing and edge detection. ICIP (3) 1995: 544-547 - 1994
- [c6]Sasan H. Ardalan, Tülay Adali:
DSP and communication engineering education with graphical block diagram simulation tools. ICASSP (6) 1994: 57-60 - [c5]Tülay Adali, M. Kemal Sönmez:
Channel equalization with perceptrons: an information-theoretic approach. ICASSP (3) 1994: 297-300 - [c4]Tülay Adali, Yue Joseph Wang:
Probabilistic Neural Networks for Medical Image Quantification. ICIP (3) 1994: 889-892 - 1992
- [c3]Tülay Adali, Sasan H. Ardalan, Ali S. Sadri:
Multichannel general order FTF algorithm and its application to the equalization of mobile communication channels. ICASSP 1992: 517-520 - 1991
- [j1]Tülay Adali, Sasan H. Ardalan:
Analysis of a stabilization technique for the fixed-point prewindowed RLS algorithm. IEEE Trans. Signal Process. 39(9): 2079-2082 (1991) - [c2]Tülay Adali, Sasan H. Ardalan:
Fixed-point roundoff error analysis of the RLS algorithm with time-varying channels. ICASSP 1991: 1865-1868 - 1990
- [c1]Tülay Adali, Sasan H. Ardalan:
Convergence and error analysis of the fixed point RLS algorithm with correlated inputs. ICASSP 1990: 1479-1482
Coauthor Index
Mohammad A. B. S. Akhonda
aka: Mohammad Abu Baker Siddique Akhonda
aka: Mohammad Abu Baker Siddique Akhonda
Vince D. Calhoun
aka: Vincent D. Calhoun
aka: Vincent D. Calhoun
[j156] [j155] [j154] [j147] [j146] [c182] [c181] [c180] [c179] [c178] [c177] [c176] [c175] [i10] [j142] [j141] [j140] [j139] [c173] [c172] [c169] [c166] [c165] [c163] [c162] [c161] [c160] [c159] [c158] [j136] [j132] [j130] [c157] [c155] [c153] [c152] [c151] [c150] [c149] [i7] [j128] [j126] [c146] [j124] [j121] [c141] [j118] [c140] [c139] [i4] [i3] [j116] [j114] [j113] [c137] [c136] [c135] [j111] [c129] [c128] [c124] [c123] [c122] [c121] [j109] [j108] [j106] [c118] [j104] [j101] [j100] [j98] [j97] [c112] [j95] [j94] [j93] [j92] [c109] [c106] [c105] [c102] [c101] [c99] [j83] [j80] [c98] [j78] [j77] [j76] [j71] [j70] [c93] [c89] [j68] [j67] [j64] [j63] [j58] [c85] [c84] [c83] [c82] [c81] [c80] [c79] [j57] [j56] [j55] [j54] [j53] [j50] [c73] [c71] [c69] [c68] [j47] [j46] [j44] [j42] [c66] [j40] [j39] [c63] [c62] [c61] [c58] [c56] [j34] [j32] [j29] [j28] [c53] [c50] [c49] [j27] [c46] [c45] [j21] [c42] [c40] [j19] [c38] [c36] [c34] [j14] [c22]
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