Tülay Adali - RankMe

379 papers B 13C 1Misc 98Journal 183Unranked 83

Year	Rank	Type	Title / 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`	Deep Deterministic Nonlinear ICA via Total Correlation Minimization with Matrix-Based Entropy Functional. CoRR Qiang Li, Shujian Yu, Liang Ma, Chen Ma, Jingyu Liu, Tülay Adali, Vince D. Calhoun
2026	J	`jnl`	Exploring synergies: Advancing neuroscience with machine learning. Signal Process. Marzieh Ajirak, Tülay Adali, Saeid Sanei, Logan Grosenick, Petar M. Djuric
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
2026	J	`jnl`	Multidimensional Comparisons Between Constrained ICA/IVA Algorithms for Multi-Subject fMRI Data Analysis. IEEE Access Lucas Gois, Hanlu Yang, Trung Vu, Weixin Wang, Denis G. Fantinato, Aline Neves, Vince D. Calhoun, Tülay Adali
2026	J	`jnl`	The Nasreddin Hodja Principle and the Mathematics of Deep Learning [From the Editor]. IEEE Signal Process. Mag. Tülay Adali
2025	J	`jnl`	45 SPS Members Elevated to Fellow [Society News]. IEEE Signal Process. Mag. Tülay Adali, Xiang Bai, Christoph Busch, Stefano Buzzi, Liqun Chen, Yiqiang Chen, Xun Chen, Zoran D. Cvetkovic, Rodrigo C. de Lamare, Fang Deng, Kutluyil Dogancay, Marek Domanski, Yuming Fang, Gang Feng, Mustafa C. Gursoy, Yu-Wen Huang, Ioannis Katsavounidis, Usman A. Khan, Ercan E. Kuruoglu, Chiman Kwan, Lifeng Lai, Daniel L. Lau, Xiaohui Liang, Joseph C. Liberti, Liang Liu, Durga P. Malladi, Christoph F. Mecklenbräuker, Joseph A. Paradiso, Vishal M. Patel, Yuxin Peng, Boaz Rafaely, Alejandro R. Ribeiro, Yong Man Ro, Saeed Sanei, George A. Saon, Stephan Schlamminger, Farhana Sheikh, Chao Shen, Brian Telfer, Wenwu Wang, Jing Yang, Yi Yang, Kai Yu, Wei Yu, Xiaojun Yuan, Jun Zhou, Asli Celikyilmaz, Hao Wang
2025	J	`jnl`	A Flexible Constrained ICA Approach for Multisubject fMRI Analysis. Int. J. Biomed. Imaging Hanlu Yang, Trung Vu, Ehsan Ahmed Dhrubo, 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	—	`conf`	CoMa: A Multi-View Contrastive and Masked ROI Learning Pre-Training Strategy for Multiple Brain Diseases Diagnosis. BIBM Gengqian Wei, Chuang Liang, Tülay Adali, Jing Sui, Rongtao Jiang, Vince D. Calhoun, Shile Qi
2025	J	`jnl`	Confound Controlled Multimodal Neuroimaging Data Fusion and Its Application to Developmental Disorders. IEEE Trans. Image Process. Chuang Liang, Rogers F. Silva, Tülay Adali, Rongtao Jiang, Daoqiang Zhang, Shile Qi, Vince D. Calhoun
2025	Misc	`conf`	Cooperative and Competitive Functional Connectivity Based on Improved Ising Model. ICASSP Gengqian Wei, Chuang Liang, Tülay Adali, Rongtao Jiang, Daoqiang Zhang, Vince D. Calhoun, Shile Qi
2025	—	`conf`	Deep Unrolled Architecture for Fast and Accurate Gaussian Independent Vector Analysis. SSP Gaspard Blaise, Clément Cosserat, Emilie Chouzenoux, Jean-Christophe Pesquet, Tülay Adali
2025	J	`jnl`	Embracing Challenges: Teaching in the Age of AI [From The Editor]. IEEE Signal Process. Mag. Tülay Adali
2025	Misc	`conf`	Fusion of Multitask fMRI Data with Constrained Independent Vector Analysis. CISS Emin Erdem Kumbasar, Hanlu Yang, Trung Vu, Vince D. Calhoun, 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
2025	—	`conf`	Longitudinal Patterns of Functional Network Changes Over Four-Year Period Associated with Sex in the Developing Brain. ISBI Rekha Saha, Debbrata K. Saha, Zening Fu, Tülay Adali, Vince D. Calhoun
2025	J	`jnl`	Looking Back on My First Year as Editor-in-Chief and Reflecting on the Challenges Ahead. IEEE Signal Process. Mag. Tülay Adali
2025	—	`conf`	MPIDS: Multi-Group Perturbation Based Individualized Differential Structural Brain Network. ISBI Zixin Huang, Yijie Zhang, Tülay Adali, Rongtao Jiang, Daoqiang Zhang, Vince D. Calhoun, Shile Qi
2025	J	`jnl`	Multimodal Data Fusion in Neuroscience: Promises, challenges, and future directions [Special Issue on Accelerating Brain Discovery Through Data Science and Neurotechnology]. IEEE Signal Process. Mag. Chuang Liang, Rogers F. Silva, Tülay Adali, Rongtao Jiang, Daoqiang Zhang, Shile Qi, Vince D. Calhoun
2025	—	`conf`	Multiset FMRI Data Analysis with Subject Group Information using Structured Dictionary Learning. ISBI Shuai Xu, Rui Jin, Seung-Jun Kim, Vince D. Calhoun, Tülay Adali
2025	J	`jnl`	Ode to Masterfully Written Textbooks: And remembering Simon Haykin [From the Editor]. IEEE Signal Process. Mag. Tülay Adali
2025	J	`jnl`	On Meaningful and Multidimensional Comparisons in Our Publications And Relevance to Practice/Industry. IEEE Signal Process. Mag. Tülay Adali
2025	J	`jnl`	Personalized Coupled Tensor Decomposition for Multimodal Data Fusion: Uniqueness and Algorithms. IEEE Trans. Signal Process. Ricardo Augusto Borsoi, Konstantin Usevich, David Brie, Tülay Adali
2025	Misc	`conf`	Reference-Guided Parallel Independent Component Analysis: Estimating Cognition Associated Multimodal Patterns In Schizophrenia. ICASSP Jingxian Hu, Chuang Liang, Tülay Adali, Qi Zhu, Daoqiang Zhang, Rongtao Jiang, Vince D. Calhoun, Shile Qi
2025	—	`conf`	SFINe: Structural-Functional Individual Brain Network Modeling Integrating Group-Level Characteristics. ICONIP (2) Zixin Huang, Chunzhi Zhao, Tülay Adali, Gengqian Wei, Vince D. Calhoun, Shile Qi
2025	—	`conf`	THIDS: Triplet High-Order Individual Differential Structural Brain Network. ISBI Dailin Wen, Chunzhi Zhao, Tülay Adali, Daoqiang Zhang, Vince D. Calhoun, Shile Qi
2025	J	`jnl`	Tensor and Coupled Decompositions: Interpretable pattern discovery in multiset and multimodal functional neuroimaging data. IEEE Signal Process. Mag. Morten Mørup, Evrim Acar, 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`	An Exciting Juncture for Signal Processing Research: On Building Bridges, Challenges, and Opportunities [From the Editor]. IEEE Signal Process. Mag. Tülay Adali
2024	J	`jnl`	An Exciting Juncture: The Convergence of Machine Learning and Signal Processing [From the Editor]. IEEE Signal Process. Mag. Tülay Adali
2024	Misc	`conf`	Analysis of High-Order Brain Networks Resolved in Time and Frequency Using CP Decomposition. ICASSP Ashkan Faghiri, Armin Iraji, Tülay Adali, Vince D. Calhoun
2024	—	`conf`	Assessing Pediatric Cognitive Development via Multisensory Brain Imaging Analysis. EUSIPCO Irina Belyaeva, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun, Julia M. Stephen, Tülay Adali
2024	J	`jnl`	Constrained Independent Vector Analysis With Reference for Multi-Subject fMRI Analysis. IEEE Trans. Biomed. Eng. Trung Vu, Francisco Laport, Hanlu Yang, Vince D. Calhoun, Tülay Adali
2024	—	`conf`	Copula linked parallel ICA jointly estimates linked structural and functional MRI brain networks. EMBC Oktay Agcaoglu, Deniz Alaçam, Tülay Adali, Vince D. Calhoun, Rogers F. Silva, Sergey M. Plis, Biozid Bostami
2024	J	`jnl`	Copula-Linked Parallel ICA: A Method for Coupling Structural and Functional MRI brain Networks. CoRR Oktay Agcaoglu, Rogers F. Silva, Deniz Alaçam, Sergey M. Plis, Tülay Adali, Vince D. Calhoun
2024	J	`jnl`	Double Nonstationarity: Blind Extraction of Independent Nonstationary Vector/Component from Nonstationary Mixtures - Performance Analysis. IEEE Trans. Signal Process. Václav Kautský, Zbynek Koldovský, Tülay Adali
2024	—	`conf`	Fusion of Novel FMRI Features Using Independent Vector Analysis for a Multifaceted Characterization of Schizophrenia. EUSIPCO Chunying Jia, Mohammad Abu Baker Siddique Akhonda, Hanlu Yang, Vince D. Calhoun, Tülay Adali
2024	—	`conf`	GPR-SCSANet: Unequal-Length Time Series Normalization with Split-Channel Residual Convolution and Self-Attention for Brain Age Prediction. BIBM Fangling Sun, Chuang Liang, Tülay Adali, Daoqiang Zhang, Rongtao Jiang, Vince D. Calhoun, Shile Qi
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	—	`conf`	Improved Dictionary Learning for FMRI Data Analysis Capturing Common and Individual Activation Maps. IEEECONF Shuai Xu, Rui Jin, Seung-Jun Kim, Tülay Adali, Vince D. Calhoun
2024	J	`jnl`	Independent Vector Analysis for Feature Extraction in Motor Imagery Classification. Sensors Caroline P. A. Moraes, Lucas Heck Dos Santos, Denis G. Fantinato, Aline Neves, Tülay Adali
2024	J	`jnl`	Interdisciplinarity: The Clear Path Forward [From the Editor]. IEEE Signal Process. Mag. 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
2024	J	`jnl`	Personalized Coupled Tensor Decomposition for Multimodal Data Fusion: Uniqueness and Algorithms. CoRR Ricardo Augusto Borsoi, Konstantin Usevich, David Brie, Tülay Adali
2024	—	`conf`	Reproducibility and Replicability in Neuroimaging: Constrained IVA as an Effective Assessment Tool. EUSIPCO Francisco Laport, Adriana Dapena, Trung Vu, Hanlu Yang, Vince D. Calhoun, Tülay Adali
2024	J	`jnl`	Robust Gaussian Mixture Modeling: A $\mathcal{K}$-Divergence Based Approach. IEEE Trans. Signal Process. Ori Kenig, Koby Todros, Tülay Adali
2024	Misc	`conf`	Subgroup Identification Through Multiplex Community Structure Within Functional Connectivity Networks. ICASSP Hanlu Yang, Meiby Ortiz-Bouza, Trung Vu, Francisco Laport, Vince D. Calhoun, Selin Aviyente, Tülay Adali
2024	J	`jnl`	Today's Rapidly Evolving Education Landscape: Challenges and Opportunities [From the Editor]. IEEE Signal Process. Mag. Tülay Adali
2024	J	`jnl`	Volunteer Power Through Noisy Gradients and Self-Organization: What About Pruning? [From the Editor]. IEEE Signal Process. Mag. 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	—	`conf`	Capturing Spatial Dynamics Using Time-Resolved Referenced-Informed Network Estimation Techniques. ISBI Armin Iraji, Jiayu Chen, Ashkan Faghiri, Zening Fu, Jingyu Liu, Juan R. Bustillo, Tülay Adali, Mukesh Dhamala, Vince D. Calhoun
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	Misc	`conf`	Constrained Independent Vector Analysis with References: Algorithms and Performance Evaluation. ACSSC Trung Vu, Francisco Laport, Hanlu Yang, 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`	Coupled CP Tensor Decomposition with Shared and Distinct Components for Multi-Task Fmri Data Fusion. ICASSP R. A. Borsoi, Isabell Lehmann, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Konstantin Usevich, David Brie, Tülay Adali
2023	Misc	`conf`	Deriving 3D Functional Brain Regions from Multi-Slice Functional Ultrasound Data Using ICA and IVA. ACSSC Isabell Lehmann, Tülay Adali, Pieter Kruizinga, Borbála Hunyadi
2023	Misc	`conf`	Dynamic Independent Component Extraction with Blending Mixing Vector: Lower Bound on Mean Interference-to-Signal Ratio. ICASSP Jaroslav Cmejla, Zbynek Koldovský, Václav Kautský, Tülay Adali
2023	—	`conf`	Fusion of Multi-Modal Neuroimaging Data and Association With Cognitive Data. ICASSP Workshops Mark D. LoPresto, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Tülay Adali
2023	J	`jnl`	IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements (Part 2) [From the Guest Editors]. IEEE Signal Process. Mag. 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
2023	J	`jnl`	IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements [From the Guest Editors]. IEEE Signal Process. Mag. 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
2023	J	`jnl`	Identification of Homogeneous Subgroups from Resting-State fMRI Data. Sensors Hanlu Yang, Trung Vu, Qunfang Long, Vince D. Calhoun, 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	—	`conf`	Independent Vector Extraction Constrained on Manifold of Half-Length Filters. EUSIPCO Zbynek Koldovský, Jaroslav Cmejla, Tülay Adali, Stephen O'Regan
2023	J	`jnl`	Independent Vector Extraction Constrained on Manifold of Half-Length Filters. CoRR Zbynek Koldovský, Jaroslav Cmejla, Tülay Adali, Stephen O'Regan
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	—	`conf`	Multimodal Subspace Independent Vector Analysis Better Captures Hidden Relationships in Multimodal Neuroimaging Data. ISBI Xinhui Li, Tülay Adali, Rogers F. Silva, Vince D. Calhoun
2023	Misc	`conf`	New Interpretable Patterns and Discriminative Features from Brain Functional Network Connectivity using Dictionary Learning. ICASSP Fateme Ghayem, Hanlu Yang, Furkan Kantar, Seung-Jun Kim, Vince D. Calhoun, 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
2023	Misc	`conf`	Reproducibility in Joint Blind Source Separation: Application to fMRI Analysis. ACSSC Francisco Laport, Trung Vu, Hanlu Yang, Vince D. Calhoun, Tülay Adali
2023	Misc	`conf`	Robust GMM Parameter Estimation via the K-BM Algorithm. ICASSP Ori Kenig, Koby Todros, Tülay Adali
2023	—	`conf`	Spatial Dynamic Propagation of Network Activity in Resting fMRI Data. ISBI Biozid Bostami, Mukesh Dhamala, Tülay Adali, Vince D. Calhoun, Armin Iraji
2023	—	`conf`	The Nonlinear Brain: Towards Uncovering Hidden Brain Networks Using Explicitly Nonlinear Functional Interaction. ISBI Armin Iraji, Katarzyna Kazimierczak, Jiayu Chen, Sara Motlaghian, Karsten Specht, Tülay Adali, Vince D. Calhoun
2022	—	`conf`	A Unified Framework for Modularizing and Comparing Time-Resolved Functional Connectivity Methods. EMBC Ashkan Faghiri, Armin Iraji, Marlena Duda, Tülay Adali, Vince D. Calhoun
2022	J	`jnl`	An AO-ADMM Approach to Constraining PARAFAC2 on All Modes. SIAM J. Math. Data Sci. Marie Roald, Carla Schenker, Vince D. Calhoun, Tülay Adali, Rasmus Bro, Jeremy E. Cohen, Evrim Acar
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
2022	J	`jnl`	Association of Neuroimaging Data with Behavioral Variables: A Class of Multivariate Methods and Their Comparison Using Multi-Task FMRI Data. Sensors Mohammad A. B. S. Akhonda, Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali
2022	J	`jnl`	Data Fusion-Based Musculoskeletal Synergies in the Grasping Hand. Sensors Parthan Olikkal, Dingyi Pei, Tülay Adali, Nilanjan Banerjee, Ramana Vinjamuri
2022	Misc	`conf`	Data-driven spatio-temporal dynamic brain connectivity analysis using fALFF: Application to sensorimotor task data. CISS Khondoker Murad Hossain, Suchita Bhinge, Qunfang Long, Vince D. Calhoun, Tülay Adali
2022	J	`jnl`	Dynamic Independent Component Extraction with Blending Mixing Vector: Lower Bound on Mean Interference-to-Signal Ratio. CoRR Jaroslav Cmejla, Zbynek Koldovský, Václav Kautský, Tülay Adali
2022	—	`conf`	Dynamical Synergies in Multidigit Hand Prehension. EMBC Dingyi Pei, Parthan Olikkal, Tülay Adali, Ramana Vinjamuri
2022	J	`jnl`	Dynamical Synergies of Multidigit Hand Prehension. Sensors Dingyi Pei, Parthan Olikkal, Tülay Adali, Ramana Vinjamuri
2022	—	`conf`	Going from lines to triangles: A formulation for time-frequency moments of time-series with application to study fMRI. IVMSP Ashkan Faghiri, Armin Iraji, Noah Lewis, Kun Yang, Koko Ishizuka, Akira Sawa, Tülay Adali, Vince D. Calhoun
2022	Misc	`conf`	Independent Vector Analysis Based Subgroup Identification from Multisubject fMRI Data. ICASSP Hanlu Yang, Mohammad A. B. S. Akhonda, Fateme Ghayem, Qunfang Long, Vince D. Calhoun, Tülay Adali
2022	J	`jnl`	Interpretability, Reproducibility, and Replicability [From the Guest Editors]. IEEE Signal Process. Mag. Tülay Adali, Rodrigo Capobianco Guido, Tin Kam Ho, Klaus-Robert Müller, Stephen C. Strother
2022	Misc	`conf`	Multi-Task fMRI Data Fusion Using IVA and PARAFAC2. ICASSP Isabell Lehmann, Evrim Acar, Tanuj Hasija, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Peter J. Schreier, Tülay Adali
2022	—	`conf`	Musculoskeletal Synergies in the Grasping Hand. EMBC Parthan Olikkal, Dingyi Pei, Tülay Adali, Nilanjan Banerjee, Ramana Vinjamuri
2022	J	`jnl`	New Interpretable Patterns and Discriminative Features from Brain Functional Network Connectivity Using Dictionary Learning. CoRR Fateme Ghayem, Hanlu Yang, Furkan Kantar, Seung-Jun Kim, Vince D. Calhoun, Tülay Adali
2022	J	`jnl`	Reconstructing Synergy-Based Hand Grasp Kinematics from Electroencephalographic Signals. Sensors Dingyi Pei, Parthan Olikkal, Tülay Adali, Ramana Vinjamuri
2022	J	`jnl`	Reproducibility in Matrix and Tensor Decompositions: Focus on model match, interpretability, and uniqueness. IEEE Signal Process. Mag. Tülay Adali, Furkan Kantar, Mohammad Abu Baker Siddique Akhonda, Stephen C. Strother, Vince D. Calhoun, Evrim Acar
2022	—	`conf`	Single Sideband Modulation as a Tool To Improve Functional Connectivity Estimation. ISBI Ashkan Faghiri, Tülay Adali, Vince D. Calhoun
2021	—	`conf`	A multimodal IVA fusion approach to identify linked neuroimaging markers. EMBC Eswar Damaraju, Rogers F. Silva, Tülay Adali, Vince D. Calhoun
2021	—	`conf`	Generalizability of Hand Kinematic Synergies derived using Independent Component Analysis. EMBC Dingyi Pei, Tülay Adali, Ramana Vinjamuri
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
2021	Misc	`conf`	Independent Vector Analysis Using Semi-Parametric Density Estimation via Multivariate Entropy Maximization. ICASSP Lucas P. Damasceno, Charles C. Cavalcante, Tülay Adali, Zois Boukouvalas
2021	J	`jnl`	Multidataset Independent Subspace Analysis With Application to Multimodal Fusion. IEEE Trans. Image Process. Rogers F. Silva, Sergey M. Plis, Tülay Adali, Marios S. Pattichis, Vince D. Calhoun
2021	J	`jnl`	Relationship between Dynamic Blood-Oxygen-Level-Dependent Activity and Functional Network Connectivity: Characterization of Schizophrenia Subgroups. Brain Connect. Qunfang Long, Suchita Bhinge, Vince D. Calhoun, Tülay Adali
2021	J	`jnl`	Signal Processing for Neurorehabilitation and Assistive Technologies [From the Guest Editors]. IEEE Signal Process. Mag. Dario Farina, Arash Mohammadi, Tülay Adali, Nitish V. Thakor, Konstantinos N. Plataniotis
2021	J	`jnl`	Taking the 4D Nature of fMRI Data Into Account Promises Significant Gains in Data Completion. IEEE Access Irina Belyaeva, Suchita Bhinge, Qunfang Long, Tülay Adali
2021	B	`conf`	The Case for Latent Variable Vs Deep Learning Methods in Misinformation Detection: An Application to COVID-19. DS Caitlin Moroney, Evan Crothers, Sudip Mittal, Anupam Joshi, Tülay Adali, Christine Mallinson, Nathalie Japkowicz, Zois Boukouvalas
2020	J	`jnl`	Adaptive Constrained Independent Vector Analysis: An Effective Solution for Analysis of Large-Scale Medical Imaging Data. IEEE J. Sel. Top. Signal Process. Suchita Bhinge, Qunfang Long, Vince D. Calhoun, Tülay Adali
2020	J	`jnl`	Dictionary Learning-Based fMRI Data Analysis for Capturing Common and Individual Neural Activation Maps. IEEE J. Sel. Top. Signal Process. Rui Jin, Krishna Dontaraju, Seung-Jun Kim, Mohammad Abu Baker Siddique Akhonda, Tülay Adali
2020	J	`jnl`	IVA using complex multivariate GGD: application to fMRI analysis. Multidimens. Syst. Signal Process. Rami Mowakeaa, Zois Boukouvalas, Qunfang Long, Tülay Adali
2020	—	`conf`	Identification of Subgroup Differences Using IVA: Application to fMRI Data Fusion. EMBC Zhongqiang Luo, Qunfang Long, Suchita Bhinge, Mohammad A. B. S. Akhonda, Tülay Adali
2020	J	`jnl`	Independent Component Analysis for Trustworthy Cyberspace during High Impact Events: An Application to Covid-19. CoRR Zois Boukouvalas, Christine Mallinson, Evan Crothers, Nathalie Japkowicz, Aritran Piplai, Sudip Mittal, Anupam Joshi, Tülay Adali
2020	J	`jnl`	Independent vector analysis for common subspace analysis: Application to multi-subject fMRI data yields meaningful subgroups of schizophrenia. NeuroImage Qunfang Long, Suchita Bhinge, Vince D. Calhoun, Tülay Adali
2020	—	`conf`	Inexact Proximal Conjugate Subgradient Algorithm for fMRI Data Completion. EUSIPCO Irina Belyaeva, Qunfang Long, 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
2020	J	`jnl`	Performance Bounds for Complex-Valued Independent Vector Analysis. IEEE Trans. Signal Process. Václav Kautský, Petr Tichavský, Zbynek Koldovský, Tülay Adali
2020	Misc	`conf`	Tracing Network Evolution Using The Parafac2 Model. ICASSP Marie Roald, Suchita Bhinge, Chunying Jia, Vince D. Calhoun, Tülay Adali, Evrim Acar
2019	J	`jnl`	A new blind source separation framework for signal analysis and artifact rejection in functional Near-Infrared Spectroscopy. NeuroImage Alexander von Lühmann, Zois Boukouvalas, Klaus-Robert Müller, Tülay Adali
2019	J	`jnl`	Adaptive Feature Selection and Feature Fusion for Semi-supervised Classification. J. Signal Process. Syst. Wei Du, Ronald Phlypo, Tülay Adali
2019	Misc	`conf`	C-ICT for Discovery of Multiple Associations in Multimodal Imaging Data: Application to Fusion of fMRI and DTI Data. CISS Chunying Jia, Mohammad A. B. S. Akhonda, Qunfang Long, Vince D. Calhoun, Shari Waldstein, Tülay Adali
2019	Misc	`conf`	Disjoint Subspaces for Common and Distinct Component Analysis: Application to Task FMRI Data. CISS Mohammad A. B. S. Akhonda, Qunfang Long, Suchita Bhinge, Vince D. Calhoun, Tülay Adali
2019	J	`jnl`	Extraction of Time-Varying Spatiotemporal Networks Using Parameter-Tuned Constrained IVA. IEEE Trans. Medical Imaging Suchita Bhinge, Rami Mowakeaa, Vince D. Calhoun, Tülay Adali
2019	J	`jnl`	Multidataset Independent Subspace Analysis with Application to Multimodal Fusion. CoRR Rogers F. Silva, Sergey M. Plis, Tülay Adali, Marios S. Pattichis, Vince D. Calhoun
2019	J	`jnl`	Tracing Network Evolution Using the PARAFAC2 Model. CoRR Marie Roald, Suchita Bhinge, Chunying Jia, Vince D. Calhoun, Tülay Adali, Evrim Acar
2018	—	`conf`	A two-level ICA approach reveals important differences in the female brain response to thermal pain. ISBI Xiaowei Song, Suchita Bhinge, Raimi Quiton, Tülay Adali
2018	J	`jnl`	Application of Graph Theory to Assess Static and Dynamic Brain Connectivity: Approaches for Building Brain Graphs. Proc. IEEE Qingbao Yu, Yuhui Du, Jiayu Chen, Jing Sui, Tülay Adali, Godfrey D. Pearlson, Vince D. Calhoun
2018	J	`jnl`	Applications of Graph Theory. Proc. IEEE Tülay Adali, Antonio Ortega
2018	Misc	`conf`	Capturing Common and Individual Components in fMRI Data by Discriminative Dictionary Learning. ACSSC Krishna Dontaraju, Seung-Jun Kim, Mohammad A. B. S. Akhonda, Tülay Adali
2018	Misc	`conf`	Consecutive Independence and Correlation Transform for Multimodal Fusion: Application to Eeg and Fmri Data. ICASSP Mohammad A. B. S. Akhonda, Yuri Levin-Schwartz, Suchita Bhinge, Vince D. Calhoun, 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
2018	Misc	`conf`	Evaluating Models of Dynamic Functional Connectivity Using Predictive Classification Accuracy. ICASSP Søren Føns Vind Nielsen, Yuri Levin-Schwartz, Diego Vidaurre, Tülay Adali, Vince D. Calhoun, Kristoffer Hougaard Madsen, Lars Kai Hansen, Morten Mørup
2018	Misc	`conf`	IVA-Based Spatio-Temporal Dynamic Connectivity Analysis in Large-Scale FMRI Data. ICASSP Suchita Bhinge, Vince D. Calhoun, Tülay Adali
2018	—	`conf`	Independent Component Analysis Using Semi-Parametric Density Estimation Via Entropy Maximization. SSP Zois Boukouvalas, Yuri Levin-Schwartz, Rami Mowakeaa, Gengshen Fu, Tülay Adali
2018	J	`jnl`	Shared and Subject-Specific Dictionary Learning (ShSSDL) Algorithm for Multisubject fMRI Data Analysis. IEEE Trans. Biomed. Eng. Asif Iqbal, Abd-Krim Seghouane, Tülay Adali
2018	J	`jnl`	Sparsity and Independence: Balancing Two Objectives in Optimization for Source Separation with Application to fMRI Analysis. J. Frankl. Inst. Zois Boukouvalas, Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali
2018	J	`jnl`	The Dangers of Following Trends in Research: Sparsity and Other Examples of Hammers in Search of Nails. Proc. IEEE Tülay Adali, H. Joel Trussell, Lars Kai Hansen, Vince D. Calhoun
2017	Misc	`conf`	A graph theoretical approach for performance comparison of ICA for fMRI analysis. CISS Qunfang Long, Suchita Bhinge, Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali
2017	—	`conf`	ACMTF for fusion of multi-modal neuroimaging data and identification of biomarkers. EUSIPCO Evrim Acar, Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali
2017	Misc	`conf`	Data-driven fusion of multi-camera video sequences: Application to abandoned object detection. ICASSP Suchita Bhinge, Yuri Levin-Schwartz, Tülay Adali
2017	Misc	`conf`	Enhancing ICA performance by exploiting sparsity: Application to FMRI analysis. ICASSP Zois Boukouvalas, Yuri Levin-Schwartz, Tülay Adali
2017	J	`jnl`	Erratum: Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy. J. Signal Process. Syst. Hualiang Li, Tülay Adali, Wei Wang, Darren Emge, Andrzej Cichocki
2017	Misc	`conf`	Estimation of common subspace order across multiple datasets: Application to multi-subject fMRI data. CISS Suchita Bhinge, Yuri Levin-Schwartz, Tülay Adali
2017	Misc	`conf`	Flexible large-scale fMRI analysis: A survey. ICASSP Seung-Jun Kim, Vince D. Calhoun, Tülay Adali
2017	Misc	`conf`	Non-orthogonal constrained independent vector analysis: Application to data fusion. ICASSP Suchita Bhinge, Qunfang Long, Yuri Levin-Schwartz, Zois Boukouvalas, Vince D. Calhoun, Tülay Adali
2017	Misc	`conf`	Parameter-free automated extraction of neuronal signals from calcium imaging data. ICASSP Yuri Levin-Schwartz, Dennis R. Sparta, Joseph F. Cheer, Tülay Adali
2017	Misc	`conf`	Power spectra constrained IVA for enhanced detection of SSVEP content. CISS Darren Emge, Zois Boukouvalas, Yuri Levin-Schwartz, Suchita Bhinge, Qunfang Long, Tülay Adali
2017	J	`jnl`	Quantifying the Interaction and Contribution of Multiple Datasets in Fusion: Application to the Detection of Schizophrenia. IEEE Trans. Medical Imaging Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali
2017	C	`conf`	Tensor-based fusion of EEG and FMRI to understand neurological changes in schizophrenia. ISCAS Evrim Acar, Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali
2017	Misc	`conf`	Two models for fusion of medical imaging data: Comparison and connections. ICASSP Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali
2016	J	`jnl`	Blind Source Separation for Unimodal and Multimodal Brain Networks: A Unifying Framework for Subspace Modeling. IEEE J. Sel. Top. Signal Process. Rogers F. Silva, Sergey M. Plis, Jing Sui, Marios S. Pattichis, Tülay Adali, Vince D. Calhoun
2016	Misc	`conf`	Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering. ICASSP Junshi Xia, Lionel Bombrun, Tülay Adali, Yannick Berthoumieu, Christian Germain
2016	Misc	`conf`	IVA for abandoned object detection: Exploiting dependence across color channels. ICASSP Suchita Bhinge, Zois Boukouvalas, Yuri Levin-Schwartz, Tülay Adali
2016	J	`jnl`	Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data. Proc. IEEE Guoxu Zhou, Qibin Zhao, Yu Zhang, Tülay Adali, Shengli Xie, Andrzej Cichocki
2016	—	`conf`	On the characterization, generation, and efficient estimation of the complex multivariate GGD. SAM Rami Mowakeaa, Zois Boukouvalas, Tülay Adali, Charles Casimiro Cavalcante
2016	J	`jnl`	Sample-poor estimation of order and common signal subspace with application to fusion of medical imaging data. NeuroImage Yuri Levin-Schwartz, Yang Song, Peter J. Schreier, Vince D. Calhoun, Tülay Adali
2016	J	`jnl`	Spectral-Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy. IEEE Trans. Geosci. Remote. Sens. Junshi Xia, Lionel Bombrun, Tülay Adali, Yannick Berthoumieu, Christian Germain
2016	J	`jnl`	Time-Varying Brain Connectivity in fMRI Data: Whole-brain data-driven approaches for capturing and characterizing dynamic states. IEEE Signal Process. Mag. Vince D. Calhoun, Tülay Adali
2016	Misc	`conf`	Time-varying frequency modes of resting fMRI brain networks reveal significant gender differences. ICASSP Maziar Yaesoubi, Robyn L. Miller, Tülay Adali, Vince D. Calhoun
2015	J	`jnl`	A New Riemannian Averaged Fixed-Point Algorithm for MGGD Parameter Estimation. IEEE Signal Process. Lett. Zois Boukouvalas, Salem Said, Lionel Bombrun, Yannick Berthoumieu, Tülay Adali
2015	—	`conf`	A data-driven solution for abandoned object detection: Advantages of multiple types of diversity. GlobalSIP Suchita Bhinge, Yuri Levin-Schwartz, Gengshen Fu, Béatrice Pesquet-Popescu, Tülay Adali
2015	Misc	`conf`	An efficient multivariate generalized Gaussian distribution estimator: Application to IVA. CISS Zois Boukouvalas, Gengshen Fu, Tülay Adali
2015	J	`jnl`	Comparison of PCA approaches for very large group ICA. NeuroImage Vince D. Calhoun, Rogers F. Silva, Tülay Adali, Srinivas Rachakonda
2015	J	`jnl`	Complex Independent Component Analysis Using Three Types of Diversity: Non-Gaussianity, Nonwhiteness, and Noncircularity. IEEE Trans. Signal Process. Gengshen Fu, Ronald Phlypo, Matthew Anderson, Tülay Adali
2015	Misc	`conf`	Density estimation by entropy maximization with kernels. ICASSP Gengshen Fu, Zois Boukouvalas, Tülay Adali
2015	J	`jnl`	General Nonunitary Constrained ICA and its Application to Complex-Valued fMRI Data. IEEE Trans. Biomed. Eng. Pedro A. Rodriguez, Matthew Anderson, Vince D. Calhoun, Tülay Adali
2015	J	`jnl`	Independent Vector Analysis for Gradient Artifact Removal in Concurrent EEG-fMRI Data. IEEE Trans. Biomed. Eng. Partha Pratim Acharjee, Ronald Phlypo, Lei Wu, Vince D. Calhoun, Tülay Adali
2015	Misc	`conf`	Independent vector analysis by entropy rate bound minimization. CISS Gengshen Fu, Matthew Anderson, Tülay Adali
2015	Misc	`conf`	Independent vector analysis for SSVEP signal enhancement. CISS Darren K. Emge, François-Benoît Vialatte, Gérard Dreyfus, Tülay Adali
2015	J	`jnl`	Linked Component Analysis from Matrices to High Order Tensors: Applications to Biomedical Data. CoRR Guoxu Zhou, Qibin Zhao, Yu Zhang, Tülay Adali, Shengli Xie, Andrzej Cichocki
2015	J	`jnl`	Multimodal Data Fusion Using Source Separation: Application to Medical Imaging. Proc. IEEE Tülay Adali, Yuri Levin-Schwartz, Vince D. Calhoun
2015	J	`jnl`	Multimodal Data Fusion Using Source Separation: Two Effective Models Based on ICA and IVA and Their Properties. Proc. IEEE Tülay Adali, Yuri Levin-Schwartz, Vince D. Calhoun
2015	J	`jnl`	Multimodal Data Fusion [Scanning the Issue]. Proc. IEEE Tülay Adali, Christian Jutten, Lars Kai Hansen
2015	J	`jnl`	Multimodal Data Fusion: An Overview of Methods, Challenges, and Prospects. Proc. IEEE Dana Lahat, Tülay Adali, Christian Jutten
2015	—	`conf`	Multivariate Fusion of EEG and Functional MRI Data Using ICA: Algorithm Choice and Performance Analysis. LVA/ICA Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali
2014	Misc	`conf`	A novel approach for assessing reliability of ICA for FMRI analysis. ICASSP Wei Du, Sai Ma, Gengshen Fu, Vince D. Calhoun, Tülay Adali
2014	J	`jnl`	A statistically motivated framework for simulation of stochastic data fusion models applied to multimodal neuroimaging. NeuroImage Rogers F. Silva, Sergey M. Plis, Tülay Adali, Vince D. Calhoun
2014	—	`conf`	A study of spatial variation in fMRI brain networks via independent vector analysis: Application to schizophrenia. PRNI Shruti Gopal, Robyn L. Miller, Andrew Michael, Tülay Adali, Stefi A. Baum, Vince D. Calhoun
2014	Misc	`conf`	An efficient entropy rate estimator for complex-valued signal processing: Application to ICA. ICASSP Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali
2014	J	`jnl`	Blind Source Separation by Entropy Rate Minimization. IEEE Trans. Signal Process. Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali
2014	Misc	`conf`	Capturing subject variability in data driven fMRI analysis: A graph theoretical comparison. CISS Jonathan Laney, Kelly Westlake, Sai Ma, Elizabeth Woytowicz, Tülay Adali
2014	—	`conf`	Challenges in multimodal data fusion. EUSIPCO Dana Lahat, Tülay Adali, Christian Jutten
2014	Misc	`conf`	Data-driven fusion of EEG, functional and structural MRI: A comparison of two models. CISS Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali
2014	J	`jnl`	Diversity in Independent Component and Vector Analyses: Identifiability, algorithms, and applications in medical imaging. IEEE Signal Process. Mag. Tülay Adali, Matthew Anderson, Gengshen Fu
2014	J	`jnl`	Dynamic changes of spatial functional network connectivity in healthy individuals and schizophrenia patients using independent vector analysis. NeuroImage Sai Ma, Vince D. Calhoun, Ronald Phlypo, Tülay Adali
2014	B	`conf`	Entropy rate estimation for vector processes: Application to complex FMRI analysis. ICIP Gengshen Fu, Wei Du, Tülay Adali
2014	J	`jnl`	General Non-Orthogonal Constrained ICA. IEEE Trans. Signal Process. Pedro A. Rodriguez, Matthew Anderson, Xi-Lin Li, Tülay Adali
2014	Misc	`conf`	Gradient artifact removal in concurrently acquired EEG data using independent vector analysis. ICASSP Partha Pratim Acharjee, Ronald Phlypo, Lei Wu, Vince D. Calhoun, Tülay Adali
2014	J	`jnl`	Guest Editorial: Machine Learning for Signal Processing. J. Signal Process. Syst. Shigeru Katagiri, Atsushi Nakamura, Tülay Adali, Jianhua Tao, Jan Larsen, Tieniu Tan
2014	—	`conf`	ICA and IVA: Theory, connections, and applications to medical imaging. IWSSIP Tülay Adali, Matthew Anderson, Gengshen Fu
2014	J	`jnl`	Impact of autocorrelation on functional connectivity. NeuroImage 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
2014	J	`jnl`	Independent Vector Analysis: Identification Conditions and Performance Bounds. IEEE Trans. Signal Process. Matthew Anderson, Gengshen Fu, Ronald Phlypo, Tülay Adali
2014	J	`jnl`	Likelihood Estimators for Dependent Samples and Their Application to Order Detection. IEEE Trans. Signal Process. Gengshen Fu, Matthew Anderson, Tülay Adali
2014	B	`conf`	Multidataset independent subspace analysis extends independent vector analysis. ICIP Rogers F. Silva, Sergey M. Plis, Tülay Adali, Vince D. Calhoun
2014	J	`jnl`	Optimization and Estimation of Complex-Valued Signals: Theory and applications in filtering and blind source separation. IEEE Signal Process. Mag. Tülay Adali, Peter J. Schreier
2014	B	`conf`	Performance of complex-valued ICA algorithms for fMRI analysis: Importance of taking full diversity into account. ICIP Wei Du, Gengshen Fu, Vince D. Calhoun, Tülay Adali
2014	J	`jnl`	Restricted Boltzmann machines for neuroimaging: An application in identifying intrinsic networks. NeuroImage R. Devon Hjelm, Vince D. Calhoun, Ruslan Salakhutdinov, Elena A. Allen, Tülay Adali, Sergey M. Plis
2014	—	`conf`	Unbiased RLS identification of errors-in-variables models in the presence of correlated noise. EUSIPCO Reza Arablouei, Kutluyil Dogançay, Tülay Adali
2014	J	`jnl`	Unbiased Recursive Least-Squares Estimation Utilizing Dichotomous Coordinate-Descent Iterations. IEEE Trans. Signal Process. Reza Arablouei, Kutluyil Dogancay, Tülay Adali
2013	Misc	`conf`	Adaptive feature split selection for co-training: Application to tire irregular wear classification. ICASSP Wei Du, Ronald Phlypo, Tülay Adali
2013	Misc	`conf`	Algorithms for Markovian source separation by entropy rate minimization. ICASSP Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali
2013	Misc	`conf`	Capturing group variability using IVA: A simulation study and graph-theoretical analysis. ICASSP Sai Ma, Ronald Phlypo, Vince D. Calhoun, Tülay Adali
2013	J	`jnl`	Guest Editorial for Special Section on Multimodal Biomedical Imaging: Algorithms and Applications. IEEE Trans. Multim. Tülay Adali, Z. Jane Wang, Vince D. Calhoun, Tom Eichele, Martin J. McKeown, Dimitri Van De Ville
2013	J	`jnl`	Independent Vector Analysis: Identification Conditions and Performance Bounds CoRR Matthew Anderson, Gengshen Fu, Ronald Phlypo, Tülay Adali
2013	Misc	`conf`	Independent vector analysis, the Kotz distribution, and performance bounds. ICASSP Matthew Anderson, Gengshen Fu, Ronald Phlypo, Tülay Adali
2013	Misc	`conf`	Kernel-based tensor partial least squares for reconstruction of limb movements. ICASSP Qibin Zhao, Guoxu Zhou, Tülay Adali, Liqing Zhang, Andrzej Cichocki
2013	J	`jnl`	Kernelization of Tensor-Based Models for Multiway Data Analysis: Processing of Multidimensional Structured Data. IEEE Signal Process. Mag. Qibin Zhao, Guoxu Zhou, Tülay Adali, Liqing Zhang, Andrzej Cichocki
2013	J	`jnl`	Noncircular Complex ICA by Generalized Householder Reflections. IEEE Trans. Signal Process. Xi-Lin Li, Tülay Adali
2013	J	`jnl`	Special Issue on Advances in Kernel-Based Learning for Signal Processing [From the Guest Editors]. IEEE Signal Process. Mag. Klaus-Robert Müller, Tülay Adali, Kenji Fukumizu, José C. Príncipe, Sergios Theodoridis
2013	J	`jnl`	Three-way (N-way) fusion of brain imaging data based on mCCA + jICA and its application to discriminating schizophrenia. NeuroImage 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
2012	J	`jnl`	A Class of Adaptive Algorithms Based on Entropy Estimation Achieving CRLB for Linear Non-Gaussian Filtering. IEEE Trans. Signal Process. Hualiang Li, Xi-Lin Li, Matthew Anderson, Tülay Adali
2012	J	`jnl`	A Novel Approach for Target Detection and Classification Using Canonical Correlation Analysis. J. Signal Process. Syst. Wei Wang, Tülay Adali, Darren Emge
2012	Misc	`conf`	An effective decoupling method for matrix optimization and its application to the ICA problem. ICASSP Matthew Anderson, Xi-Lin Li, Pedro A. Rodriguez, Tülay Adali
2012	J	`jnl`	Complex-Valued Linear and Widely Linear Filtering Using MSE and Gaussian Entropy. IEEE Trans. Signal Process. Xi-Lin Li, Tülay Adali
2012	—	`conf`	Complex-valued analysis and visualization of fMRI data for event-related and block-design paradigms. MLSP Pedro A. Rodriguez, Tülay Adali, Vince D. Calhoun
2012	J	`jnl`	Complex-valued independent vector analysis: Application to multivariate Gaussian model. Signal Process. Matthew Anderson, Xi-Lin Li, Tülay Adali
2012	J	`jnl`	Constrained Source-Based Morphometry Identifies Structural Networks Associated with Default Mode Network. Brain Connect. Li Luo, Lai Xu, Rex E. Jung, Godfrey D. Pearlson, Tülay Adali, Vince D. Calhoun
2012	J	`jnl`	De-noising, phase ambiguity correction and visualization techniques for complex-valued ICA of group fMRI data. Pattern Recognit. Pedro A. Rodriguez, Vince D. Calhoun, Tülay Adali
2012	J	`jnl`	Group Study of Simulated Driving fMRI Data by Multiset Canonical Correlation Analysis. J. Signal Process. Syst. Yi-Ou Li, Tom Eichele, Vince D. Calhoun, Tülay Adali
2012	—	`conf`	IVA and ICA: Use of diversity in independent decompositions. EUSIPCO Tülay Adali, Matthew Anderson, Gengshen Fu
2012	J	`jnl`	Joint Blind Source Separation With Multivariate Gaussian Model: Algorithms and Performance Analysis. IEEE Trans. Signal Process. Matthew Anderson, Tülay Adali, Xi-Lin Li
2012	J	`jnl`	Modulations of functional connectivity in the healthy and schizophrenia groups during task and rest. NeuroImage Sai Ma, Vince D. Calhoun, Tom Eichele, Wei Du, Tülay Adali
2012	J	`jnl`	Order Selection of the Linear Mixing Model for Complex-Valued FMRI Data. J. Signal Process. Syst. Wei Xiong, Yi-Ou Li, Nicolle M. Correa, Xi-Lin Li, Vince D. Calhoun, Tülay Adali
2012	Misc	`conf`	Order detection for dependent samples using entropy rate. ICASSP Gengshen Fu, Hualiang Li, Matthew Anderson, Tülay Adali
2012	—	`conf`	Three-way FMRI-DTI-methylation data fusion based on mCCA+jICA and its application to schizophrenia. EMBC Jing Sui, Hao He, Jingyu Liu, Qingbao Yu, Tülay Adali, Godfrey D. Pearlson, Vince D. Calhoun
2011	Misc	`conf`	A class of adaptive algorithms based on ML for non-Gaussian linear filtering. CISS Hualiang Li, Tülay Adali
2011	—	`conf`	A maximum likelihood approach for independent vector analysis of Gaussian data sets. MLSP Javier Vía, Matthew Anderson, Xi-Lin Li, Tülay Adali
2011	B	`conf`	A new metric to measure shape differences in fMRI activity. Image Processing Siddharth Khullar, Andrew Michael, Nicolle M. Correa, Tülay Adali, Nathan D. Cahill, Stefi A. Baum, Vince D. Calhoun
2011	J	`jnl`	Application of Independent Component Analysis With Adaptive Density Model to Complex-Valued fMRI Data. IEEE Trans. Biomed. Eng. Hualiang Li, Nicolle M. Correa, Pedro A. Rodriguez, Vince D. Calhoun, Tülay Adali
2011	J	`jnl`	Automatic Identification of Functional Clusters in fMRI Data Using Spatial Dependence. IEEE Trans. Biomed. Eng. Sai Ma, Nicolle M. Correa, Xi-Lin Li, Tom Eichele, Vince D. Calhoun, Tülay Adali
2011	J	`jnl`	Blind Separation of Noncircular Correlated Sources Using Gaussian Entropy Rate. IEEE Trans. Signal Process. Xi-Lin Li, Tülay Adali
2011	J	`jnl`	Complex-Valued Signal Processing: The Proper Way to Deal With Impropriety. IEEE Trans. Signal Process. Tülay Adali, Peter J. Schreier, Louis L. Scharf
2011	Misc	`conf`	Complex-valued Gaussian signal processing: Optimality of MSE, incorporation of full statistics, and a unified view. CISS Xi-Lin Li, Tülay Adali
2011	J	`jnl`	Discriminating schizophrenia and bipolar disorder by fusing fMRI and DTI in a multimodal CCA+ joint ICA model. NeuroImage Jing Sui, Godfrey D. Pearlson, Arvind Caprihan, Tülay Adali, Kent A. Kiehl, Jingyu Liu, Jeremy Yamamoto, Vince D. Calhoun
2011	—	`conf`	Hierarchical and graphical analysis of fMRI network connectivity in healthy and schizophrenic groups. ISBI Sai Ma, Tom Eichele, Nicolle M. Correa, Vince D. Calhoun, Tülay Adali
2011	—	`conf`	ICA of fMRI data: Performance of three ICA algorithms and the importance of taking correlation information into account. ISBI Wei Du, Hualiang Li, Xi-Lin Li, Vince D. Calhoun, Tülay Adali
2011	—	`conf`	IVA for multi-subject FMRI analysis: A comparative study using a new simulation toolbox. MLSP Josselin T. Dea, Matthew Anderson, Elena A. Allen, Vince D. Calhoun, Tülay Adali
2011	B	`conf`	Improved 3D wavelet-based de-noising of fMRI data. Image Processing Siddharth Khullar, Andrew Michael, Nicolle M. Correa, Tülay Adali, Stefi A. Baum, Vince D. Calhoun
2011	J	`jnl`	Joint blind source separation by generalized joint diagonalization of cumulant matrices. Signal Process. Xi-Lin Li, Tülay Adali, Matthew Anderson
2011	Misc	`conf`	Joint blind source separation from second-order statistics: Necessary and sufficient identifiability conditions. ICASSP Javier Vía, Matthew Anderson, Xi-Lin Li, Tülay Adali
2011	J	`jnl`	Noncircular Principal Component Analysis and Its Application to Model Selection. IEEE Trans. Signal Process. Xi-Lin Li, Tülay Adali, Matthew Anderson
2011	J	`jnl`	On Testing the Extent of Noncircularity. IEEE Trans. Signal Process. Mike Novey, Esa Ollila, Tülay Adali
2011	—	`conf`	Order detection for fMRI analysis: Joint estimation of downsampling depth and order by information theoretic criteria. ISBI Xi-Lin Li, Sai Ma, Vince D. Calhoun, Tülay Adali
2011	J	`jnl`	Quality Map Thresholding for De-noising of Complex-Valued fMRI Data and Its Application to ICA of fMRI. J. Signal Process. Syst. Pedro A. Rodriguez, Nicolle M. Correa, Tom Eichele, Vince D. Calhoun, Tülay Adali
2011	J	`jnl`	Trends in Machine Learning for Signal Processing [In the Spotlight]. IEEE Signal Process. Mag. Tülay Adali, David J. Miller, Konstantinos I. Diamantaras, Jan Larsen
2011	—	`conf`	Wavelet-based denoising and independent component analysis for improving multi-group inference in fMRI data. ISBI Siddharth Khullar, Andrew Michael, Nicolle M. Correa, Tülay Adali, Stefi A. Baum, Vince D. Calhoun
2011	J	`jnl`	Wavelet-based fMRI analysis: 3-D denoising, signal separation, and validation metrics. NeuroImage Siddharth Khullar, Andrew Michael, Nicolle M. Correa, Tülay Adali, Stefi A. Baum, Vince D. Calhoun
2010	J	`jnl`	A CCA + ICA based model for multi-task brain imaging data fusion and its application to schizophrenia. NeuroImage Jing Sui, Tülay Adali, Godfrey D. Pearlson, Honghui Yang, Scott R. Sponheim, Tonya White, Vince D. Calhoun
2010	—	`conf`	A General Approach for Robustification of ICA Algorithms. LVA/ICA Matthew Anderson, Tülay Adali
2010	J	`jnl`	A complex generalized Gaussian distribution: characterization, generation, and estimation. IEEE Trans. Signal Process. Mike Novey, Tülay Adali, Anindya Roy
2010	—	`conf`	A relative gradient algorithm for joint decompositions of complex matrices. EUSIPCO Tual Trainini, Xi-Lin Li, Eric Moreau, Tülay Adali
2010	J	`jnl`	Algorithms for Complex ML ICA and Their Stability Analysis Using Wirtinger Calculus. IEEE Trans. Signal Process. Hualiang Li, Tülay Adali
2010	J	`jnl`	Automatic Bayesian Classification of Healthy Controls, Bipolar Disorder, and Schizophrenia Using Intrinsic Connectivity Maps From fMRI Data. IEEE Trans. Biomed. Eng. Juan Ignacio Arribas, Vince D. Calhoun, Tülay Adali
2010	Misc	`conf`	Blind spatiotemporal separation of second and/or higher-order correlated sources by entropy rate minimization. ICASSP Xi-Lin Li, Tülay Adali
2010	J	`jnl`	Canonical Correlation Analysis for Data Fusion and Group Inferences. IEEE Signal Process. Mag. Nicolle M. Correa, Tülay Adali, Yi-Ou Li, Vince D. Calhoun
2010	J	`jnl`	Changes in fMRI magnitude data and phase data observed in block-design and event-related tasks. NeuroImage Sunil Kumar Arja, Zhaomei Feng, Zikuan Chen, Arvind Caprihan, Kent A. Kiehl, Tülay Adali, Vince D. Calhoun
2010	J	`jnl`	Complex Independent Component Analysis by Entropy Bound Minimization. IEEE Trans. Circuits Syst. I Regul. Pap. Xi-Lin Li, Tülay Adali
2010	Misc	`conf`	Flexible adaptive filtering by minimization of error entropy bound and its application to system identification. ICASSP Xi-Lin Li, Tülay Adali
2010	Misc	`conf`	Flexible complex ICA of fMRI data. ICASSP Hualiang Li, Tülay Adali, Nicolle M. Correa, Pedro A. Rodriguez, Vince D. Calhoun
2010	Misc	`conf`	Fusion of concurrent single trial EEG data and fMRI data using multi-set canonical correlation analysis. ICASSP Nicolle M. Correa, Tom Eichele, Tülay Adali, Yi-Ou Li, Vince D. Calhoun
2010	J	`jnl`	Independent component analysis by entropy bound minimization. IEEE Trans. Signal Process. Xi-Lin Li, Tülay Adali
2010	Misc	`conf`	Independent subspace analysis with prior information for fMRI data. ICASSP Sai Ma, Xi-Lin Li, Nicolle M. Correa, Tülay Adali, Vince D. Calhoun
2010	J	`jnl`	Multi-set canonical correlation analysis for the fusion of concurrent single trial ERP and functional MRI. NeuroImage Nicolle M. Correa, Tom Eichele, Tülay Adali, Yi-Ou Li, Vince D. Calhoun
2010	—	`conf`	Nonorthogonal Independent Vector Analysis Using Multivariate Gaussian Model. LVA/ICA Matthew Anderson, Xi-Lin Li, Tülay Adali
2010	J	`jnl`	On entropy rate for the complex domain and its application to i.i.d. sampling. IEEE Trans. Signal Process. Wei Xiong, Hualiang Li, Tülay Adali, Yi-Ou Li, Vince D. Calhoun
2010	Misc	`conf`	Phase correction and denoising for ICA of complex FMRI data. ICASSP Pedro Rodriguez, Tülay Adali, Hualiang Li, Nicolle M. Correa, Vince D. Calhoun
2010	—	`conf`	Second and Higher-Order Correlation Analysis of Multiple Multidimensional Variables by Joint Diagonalization. LVA/ICA Xi-Lin Li, Matthew Anderson, Tülay Adali
2009	J	`jnl`	A review of group ICA for fMRI data and ICA for joint inference of imaging, genetic, and ERP data. NeuroImage Vince D. Calhoun, Jingyu Liu, Tülay Adali
2009	J	`jnl`	An ICA-based method for the identification of optimal FMRI features and components using combined group-discriminative techniques. NeuroImage Jing Sui, Tülay Adali, Godfrey D. Pearlson, Vince D. Calhoun
2009	J	`jnl`	Circularity and Gaussianity Detection Using the Complex Generalized Gaussian Distribution. IEEE Signal Process. Lett. Mike Novey, Tülay Adali, Anindya Roy
2009	J	`jnl`	Feature-Based Fusion of Medical Imaging Data. IEEE Trans. Inf. Technol. Biomed. Vince D. Calhoun, Tülay Adali
2009	Misc	`conf`	Fusion of fMRI, sMRI, and EEG data using canonical correlation analysis. ICASSP Nicolle M. Correa, Yi-Ou Li, Tülay Adali, Vince D. Calhoun
2009	—	`ed.`	Independent Component Analysis and Signal Separation, 8th International Conference, ICA 2009, Paraty, Brazil, March 15-18, 2009. Proceedings ICA Tülay Adali, Christian Jutten, João Marcos Travassos Romano, Allan Kardec Barros
2009	J	`jnl`	Joint blind source separation by multiset canonical correlation analysis. IEEE Trans. Signal Process. Yi-Ou Li, Tülay Adali, Wei Wang, Vince D. Calhoun
2009	Misc	`conf`	On ICA of improper and noncircular sources. ICASSP Peter J. Schreier, Tülay Adali, Louis L. Scharf
2009	Misc	`conf`	On properties of the widely linear MSE filter and its LMS implementation. CISS Tülay Adali, Hualiang Li, Ronald Aloysius
2009	J	`jnl`	Subspace Partitioning for Target Detection and Identification. IEEE Trans. Signal Process. Wei Wang, Tülay Adali, Darren Emge
2009	Misc	`conf`	Using complex-valued ICA to efficiently combine radar polarimetric data for target detection. ICASSP Mike Novey, Tülay Adali
2008	J	`jnl`	A Class of Complex ICA Algorithms Based on the Kurtosis Cost Function. IEEE Trans. Neural Networks Hualiang Li, Tülay Adali
2008	Misc	`conf`	A constrained coefficient ica algorithm for group difference enhancement. ICASSP Jing Sui, Jingyu Liu, Lei Wu, Andrew Michael, Lai Xu, Tülay Adali, Vince D. Calhoun
2008	Misc	`conf`	CCA for joint blind source separation of multiple datasets with application to group FMRI analysis. ICASSP Yi-Ou Li, Wei Wang, Tülay Adali, Vince D. Calhoun
2008	J	`jnl`	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. Nicolle M. Correa, Yi-Ou Li, Tülay Adali, Vincent D. Calhoun
2008	J	`jnl`	Complex ICA Using Nonlinear Functions. IEEE Trans. Signal Process. Tülay Adali, Hualiang Li, Mike Novey, Jean-François Cardoso
2008	J	`jnl`	Complex ICA by Negentropy Maximization. IEEE Trans. Neural Networks Mike Novey, Tülay Adali
2008	J	`jnl`	Complex-Valued Adaptive Signal Processing Using Nonlinear Functions. EURASIP J. Adv. Signal Process. Hualiang Li, Tülay Adali
2008	—	`conf`	Examining associations between FMRI and EEG data using canonical correlation analysis. ISBI Nicolle M. Correa, Yi-Ou Li, Tülay Adali, Vince D. Calhoun
2008	J	`jnl`	Introduction to the Issue on fMRI Analysis for Human Brain Mapping. IEEE J. Sel. Top. Signal Process. Tülay Adali, Z. Jane Wang, Martin J. McKeown, Philippe Ciuciu, Lars Kai Hansen, Andrzej Cichocki, Vincent D. Calhoun
2008	J	`jnl`	On Extending the Complex FastICA Algorithm to Noncircular Sources. IEEE Trans. Signal Process. Mike Novey, Tülay Adali
2008	Misc	`conf`	On ICA of complex-valued fMRI: Advantages and order selection. ICASSP Wei Xiong, Yi-Ou Li, Hualiang Li, Tülay Adali, Vince D. Calhoun
2008	Misc	`conf`	On quantifying the effects of noncircularity on the complex fastica algorithm. ICASSP Mike Novey, Tülay Adali
2008	Misc	`conf`	Source based morphometry using structural MRI phase images to identify sources of gray matter and white matter relative differences in schizophrenia versus controls. ICASSP Lai Xu, Jingyu Liu, Tülay Adali, Vince D. Calhoun
2008	Misc	`conf`	Stability analysis of complex maximum likelihood ica using Wirtinger calculus. ICASSP Hualiang Li, Tülay Adali
2008	Misc	`conf`	Target detection and identification using canonical correlation analysis and subspace partitioning. ICASSP Wei Wang, Tülay Adali, Darren Emge
2007	J	`jnl`	A Feature-Selective Independent Component Analysis Method for Functional MRI. Int. J. Biomed. Imaging Yi-Ou Li, Tülay Adali, Vince D. Calhoun
2007	—	`conf`	A Practical Formulation for Computation of Complex Gradients and its Application to Maximum Likelihood ICA. ICASSP (2) Tülay Adali, Hualiang Li
2007	—	`conf`	Complex Fixed-Point ICA Algorithm for Separation of QAM Sources using Gaussian Mixture Model. ICASSP (2) Mike Novey, Tülay Adali
2007	J	`jnl`	Complex ICA of Brain Imaging Data [Life Sciences]. IEEE Signal Process. Mag. Tülay Adali, Vince D. Calhoun
2007	J	`jnl`	Detection using correlation bound in a linear mixture model. Signal Process. Wei Wang, Tülay Adali
2007	J	`jnl`	Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy. J. VLSI Signal Process. Hualiang Li, Tülay Adali, Wei Wang, Darren Emge, Andrzej Cichocki
2006	—	`conf`	A feature-based approach to combine functional MRI, structural MRI and EEG brain imaging data. EMBC Vince D. Calhoun, Tülay Adali, Jingyu Liu
2006	J	`jnl`	Complex Infomax: Convergence and Approximation of Infomax with Complex Nonlinearities. J. VLSI Signal Process. Vince D. Calhoun, Tülay Adali
2006	—	`conf`	Fusion of Multisubject Hemodynamic and Event-Related Potential Data Using Independent Component Analysis. ICASSP (5) Vince D. Calhoun, Tülay Adali
2006	J	`jnl`	Neuronal chronometry of target detection: Fusion of hemodynamic and event-related potential data. NeuroImage Vince D. Calhoun, Tülay Adali, Godfrey D. Pearlson, Kent A. Kiehl
2006	J	`jnl`	Nonrigid Medical Image Registration by Finite-Element Deformable Sheet-Curve Models. Int. J. Biomed. Imaging Jianhua Xuan, Yue Joseph Wang, Matthew T. Freedman, Tülay Adali, Peter G. Shields
2006	—	`conf`	Sample dependence correction for order selection in fMRI analysis. ISBI Yi-Ou Li, Tülay Adali, Vince D. Calhoun
2006	—	`conf`	Stability Analysis of Complex-Valued Nonlinearities for Maximization of Nongaussianity. ICASSP (5) Mike Novey, Tülay Adali
2006	—	`conf`	The Maximum Likelihood Approach to Complex ICA. ICASSP (5) Jean-François Cardoso, Tülay Adali
2005	—	`conf`	Comparison of blind source separation algorithms for FMRI using a new Matlab toolbox: GIFT. ICASSP (5) Nicolle M. Correa, Tülay Adali, Yi-Ou Li, Vince D. Calhoun
2005	—	`conf`	Data Fusion for Modern Engineering Applications: An Overview. ICANN (2) 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
2005	J	`jnl`	Discontinuity-embedded deformable models for surface reconstruction from range images. IEEE Signal Process. Lett. Jianhua Xuan, Yue Joseph Wang, Qinfen Zheng, Tülay Adali
2005	J	`jnl`	Eigenanalysis of autocorrelation matrices in the presence of noncentral and signal-dependent noise. IEEE Signal Process. Lett. Wei Wang, Tülay Adali
2005	—	`conf`	Feature-selective ICA and its convergence properties. ICASSP (5) Yi-Ou Li, Tülay Adali, Vince D. Calhoun
2005	B	`conf`	Integrated MAP equalization and turbo product coding for optical fiber communications systems. GLOBECOM Wenze Xi, Tülay Adali
2005	J	`jnl`	Partial likelihood for online order selection. Signal Process. Tülay Adali, Hongmei Ni
2005	—	`conf`	Probability distribution estimation for an integrated coding and equalization scheme in optical communications systems. ICASSP (3) Wenze Xi, Tülay Adali, Yi Cai
2005	J	`jnl`	Semi-blind ICA of fMRI: A method for utilizing hypothesis-derived time courses in a spatial ICA analysis. NeuroImage Vince D. Calhoun, Tülay Adali, Michael C. Stevens, Kent A. Kiehl, James J. Pekar
2004	—	`conf`	A MAP equalizer for the optical communications channel. ICASSP (4) Wenze Xi, Tülay Adali, John Zweck
2004	—	`conf`	A discontinuity-embedded deformable model for surface modeling. Circuits, Signals, and Systems Jianhua Xuan, Yue Joseph Wang, Qinfen Zheng, Tülay Adali
2004	J	`jnl`	A frequency-domain training approach for equalization and noise suppression in discrete multitone systems. Signal Process. Bo Wang, Tülay Adali
2004	J	`jnl`	Guest Editorial for Special Issue on Machine Learning for Signal Processing. J. VLSI Signal Process. David J. Miller, Tülay Adali, Jan Larsen, Marc M. Van Hulle
2004	J	`jnl`	Independent Component Analysis Applied to fMRI Data: A Generative Model for Validating Results. J. VLSI Signal Process. Vince D. Calhoun, Godfrey D. Pearlson, Tülay Adali
2004	—	`conf`	Independent Component Analysis of Complex-Valued Functional Magnetic Resonance Imaging Data by Complex Nonlinearities. ISBI Vince D. Calhoun, Tülay Adali, Yi-Ou Li
2004	—	`conf`	Independent component analysis by complex nonlinearities. ICASSP (5) Tülay Adali, Taehwan Kim, Vince D. Calhoun
2003	J	`jnl`	Approximation by Fully Complex Multilayer Perceptrons. Neural Comput. Taehwan Kim, Tülay Adali
2003	—	`conf`	Complex ICA for fMRI analysis: performance of several approaches. ICASSP (2) Vince D. Calhoun, Tülay Adali
2003	—	`conf`	Electronic equalization in optical fiber communications. ICASSP (4) Tülay Adali, Wei Wang, Aurenice O. Lima
2003	J	`jnl`	Latency (in)sensitive ICA: Group independent component analysis of fMRI data in the temporal frequency domain. NeuroImage Vince D. Calhoun, Tülay Adali, James J. Pekar, Godfrey D. Pearlson
2003	J	`jnl`	Partial likelihood for signal processing. IEEE Trans. Signal Process. Tülay Adali, Hongmei Ni
2002	—	`conf`	Complex infomax: convergence and approximation of infomax with complex nonlinearities. NNSP Vince D. Calhoun, Tülay Adali
2002	J	`jnl`	Fully Complex Multi-Layer Perceptron Network for Nonlinear Signal Processing. J. VLSI Signal Process. Taehwan Kim, Tülay Adali
2002	J	`jnl`	Guest Editors' Introduction. J. VLSI Signal Process. Marc M. Van Hulle, Jan Larsen, Tülay Adali
2002	J	`jnl`	Guest editorial special issue on intelligent multimedia processing. IEEE Trans. Neural Networks Ling Guan, Tülay Adali, Shigeru Katagiri, Jan Larsen, José C. Príncipe
2002	Misc	`conf`	On complex infomax applied to functional MRI data. ICASSP Vince D. Calhoun, Tülay Adali, Godfrey D. Pearlson, James J. Pekar
2002	Misc	`conf`	Polarization diversity and equalization for PMD mitigation in optical communication systems. ICASSP Aurenice O. Lima, Tülay Adali, Ivan T. Lima, Curtis R. Menyuk
2002	Misc	`conf`	Universal approximation of fully complex feed-forward neural networks. ICASSP Taehwan Kim, Tülay Adali
2001	Misc	`conf`	Complex backpropagation neural network using elementary transcendental activation functions. ICASSP Taehwan Kim, Tülay Adali
2001	J	`jnl`	Magnetic resonance image analysis by information theoretic criteria and stochastic site models. IEEE Trans. Inf. Technol. Biomed. Yue Joseph Wang, Tülay Adali, Jianhua Xuan, Zsolt Szabo
2001	Misc	`conf`	On-line order selection for communications. ICASSP Hongmei Ni, Tülay Adali
2001	J	`jnl`	fMRI Activation in a Visual-Perception Task: Network of Areas Detected Using the General Linear Model and Independent Components Analysis. NeuroImage Vince D. Calhoun, Tülay Adali, V. B. McGinty, James J. Pekar, T. D. Watson, Godfrey D. Pearlson
2000	J	`jnl`	A General Probabilistic Formulation for Supervised Neural Classifiers. J. VLSI Signal Process. Hongmei Ni, Tülay Adali, Bo Wang, Xiao Liu
2000	—	`conf`	A Weighted Frequency-Domain Least Squares Approach for Equalization in Discrete Multitone Systems. ICC (2) Bo Wang, Tülay Adali
2000	Misc	`conf`	An adaptive phase equalizer for reducing timing jitter due to acoustic effect. ICASSP Tülay Adali, Yi Cai, Qigong Zheng
2000	J	`jnl`	Guest Editors' Introduction. J. VLSI Signal Process. Tülay Adali, Marc M. Van Hulle, Mahasan Niranjan
2000	—	`conf`	Time-Dmain Equalizer Design for Discrete Multitone Systems. ICC (2) Bo Wang, Tülay Adali
1999	B	`conf`	A general formulation for learning multi-class posterior probabilities. IJCNN Hongmei Ni, Tülay Adali, Bo Wang
1999	—	`conf`	Adaptive Filtering of Visual Evoked Responses in FMRI: Variability of Response. SIP Vince D. Calhoun, Tülay Adali, Godfrey D. Pearlson
1999	B	`conf`	Bayesian belief networks for effective troubleshooting. IJCNN Anand Mishra, Tülay Adali
1999	B	`conf`	Estimates of constrained multi-class a posteriori probabilities in time series problems with neural networks. IJCNN Juan Ignacio Arribas, Jesús Cid-Sueiro, Tülay Adali, Hongmei Ni, Bo Wang, Aníbal R. Figueiras-Vidal
1999	B	`conf`	Least relative entropy for voiced/unvoiced speech classification. IJCNN Darren K. Emge, Tülay Adali, M. Kemal Sönmez
1999	J	`jnl`	NOx and CO Prediction in Fossil Fuel Plants by Time Delay Neural Networks. Integr. Comput. Aided Eng. Tülay Adali, Bora Bakal, M. Kemal Sönmez, Reza Fakory
1999	B	`conf`	Neural networks to estimate ML multi-class constrained conditional probability density functions. IJCNN Juan Ignacio Arribas, Jesús Cid-Sueiro, Tülay Adali, Aníbal R. Figueiras-Vidal
1999	Misc	`conf`	Partial likelihood for estimation of multi-class posterior probabilities. ICASSP Tülay Adali, Hongmei Ni, Bo Wang
1998	J	`jnl`	A blockwise relaxation labeling scheme and its application to edge detection in cardiac MR image sequences. Int. J. Imaging Syst. Technol. Tülay Adali, Yue Joseph Wang, Nidhi Gupta
1998	—	`conf`	A likelihood framework for nonlinear signal processing with finite normal mixtures. EUSIPCO Tülay Adali, Bo Wang, Xiao Liu, Jianhua Xuan
1998	Misc	`conf`	A piecewise linear recurrent neural network structure and its dynamics. ICASSP Xiao Liu, Tülay Adali, Levent Demirekler
1998	Misc	`conf`	A signal processing approach for effective reduction of timing jitter due to the acoustic effect. ICASSP Tülay Adali, Bo Wang, Alexei N. Pilipetskii, Curtis R. Menyuk
1998	J	`jnl`	Guest Editor's Introduction. J. VLSI Signal Process. Tülay Adali
1998	—	`conf`	Nonlinear decision feedback equalization using RCPL network. EUSIPCO Levent Demirekler, Tülay Adali, Xiao Liu
1998	J	`jnl`	Quantification and segmentation of brain tissues from MR images: a probabilistic neural network approach. IEEE Trans. Image Process. Yue Joseph Wang, Tülay Adali, Sun-Yuan Kung, Zsolt Szabo
1998	J	`jnl`	Quantitative Analysis of MR Brain Image Sequences by Adaptive Self-Organizing Finite Mixtures. J. VLSI Signal Process. Yue Joseph Wang, Tülay Adali, Chi-Ming Lau, Sun-Yuan Kung
1997	—	`conf`	A Deformable Surface-Spine Model for 3-D Surface Registration. ICIP (3) Jianhua Xuan, Yue Joseph Wang, Tülay Adali, Qinfen Zheng
1997	J	`jnl`	Canonical piecewise linear network for nonlinear filtering and its application to blind equalization. Signal Process. Tülay Adali, Xiao Liu
1997	J	`jnl`	Conditional distribution learning with neural networks and its application to channel equalization. IEEE Trans. Signal Process. Tülay Adali, Xiao Liu, M. Kemal Sönmez
1997	Misc	`conf`	Magnetic resonance image reconstruction from non-equidistantly sampled data. ICASSP Ning Li, Tülay Adali, Moriel NessAiver
1997	J	`jnl`	Modeling nuclear reactor core dynamics with recurrent neural networks. Neurocomputing Tülay Adali, Bora Bakal, M. Kemal Sönmez, Reza Fakory, C. Oliver Tsaoi
1997	Misc	`conf`	Recurrent canonical piecewise linear network for blind equalization. ICASSP Xiao Liu, Tülay Adali
1997	B	`conf`	Surface reconstruction and visualization of the surgical prostate model. Image Processing Jianhua Xuan, Isabell A. Sesterhenn, Wendelin S. Hayes, Yue Joseph Wang, Tülay Adali, Yukako Yagi, Matthew T. Freedman, Seong Ki Mun
1996	—	`conf`	Channel equalization using partial likelihood estimation and recurrent canonical piecewise linear network. EUSIPCO Xiao Liu, Tülay Adali
1996	Misc	`conf`	Efficient learning of standard finite normal mixtures for image quantification. ICASSP Yue Joseph Wang, Tülay Adali
1996	Misc	`conf`	Information geometry of maximum partial likelihood estimation for channel equalization. ICASSP Jianhua Xuan, Tülay Adali, Xiao Liu
1996	Misc	`conf`	Partial likelihood for real-time signal processing. ICASSP Tülay Adali, M. Kemal Sönmez, Xiao Liu
1996	—	`conf`	Recurrent canonical piecewise linear network and its application to adaptive equalization. ICNN Xiao Liu, Tülay Adali
1995	Misc	`conf`	On the dynamics of the LRE algorithm: a distribution learning approach to adaptive equalization. ICASSP Tülay Adali, M. Kemal Sönmez, Kartik Patel
1995	J	`jnl`	On the effect of input signal correlation on weight misadjustment in the RLS algorithm. IEEE Trans. Signal Process. Tülay Adali, Sasan H. Ardalan
1995	—	`conf`	Segmentation of magnetic resonance brain image: integrating region growing and edge detection. ICIP (3) Jianhua Xuan, Tülay Adali, Yue Joseph Wang
1994	—	`conf`	Channel equalization with perceptrons: an information-theoretic approach. ICASSP (3) Tülay Adali, M. Kemal Sönmez
1994	—	`conf`	DSP and communication engineering education with graphical block diagram simulation tools. ICASSP (6) Sasan H. Ardalan, Tülay Adali
1994	—	`conf`	Probabilistic Neural Networks for Medical Image Quantification. ICIP (3) Tülay Adali, Yue Joseph Wang
1992	Misc	`conf`	Multichannel general order FTF algorithm and its application to the equalization of mobile communication channels. ICASSP Tülay Adali, Sasan H. Ardalan, Ali S. Sadri
1991	J	`jnl`	Analysis of a stabilization technique for the fixed-point prewindowed RLS algorithm. IEEE Trans. Signal Process. Tülay Adali, Sasan H. Ardalan
1991	Misc	`conf`	Fixed-point roundoff error analysis of the RLS algorithm with time-varying channels. ICASSP Tülay Adali, Sasan H. Ardalan
1990	Misc	`conf`	Convergence and error analysis of the fixed point RLS algorithm with correlated inputs. ICASSP Tülay Adali, Sasan H. Ardalan