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Tlay Adali

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

130

Venues

10

Active years

1990–2025

Best venue rank

Multiconference

Where they publish

Papers

130 indexed papers, newest first.

YearVenueTitleAuthors
2025CISSGrassmannian Kernels for Efficient and Effective Detection of Group Differences in fMRI Data.Ashfia Binte Habib, Ben Gabrielson, Hanlu Yang, Vince D. Calhoun, Tlay Adali
2025CISSAdaptive Constrained ICA with Mixing Matrix Column Constraints: Application to fMRI Data.Chunying Jia, Weixin Wang, Trung Vu, Hanlu Yang, Ben Gabrielson, Vince D. Calhoun, Tlay Adali
2025CISSFusion of Multitask fMRI Data with Constrained Independent Vector Analysis.Emin Erdem Kumbasar, Hanlu Yang, Trung Vu, Vince D. Calhoun, Tlay Adali
2025ICASSPReference-Guided Parallel Independent Component Analysis: Estimating Cognition Associated Multimodal Patterns In Schizophrenia.Jingxian Hu, Chuang Liang, Tlay Adali, Qi Zhu, Daoqiang Zhang, Rongtao Jiang, Vince D. Calhoun, Shile Qi
2025ICASSPCooperative and Competitive Functional Connectivity Based on Improved Ising Model.Gengqian Wei, Chuang Liang, Tlay Adali, Rongtao Jiang, Daoqiang Zhang, Vince D. Calhoun, Shile Qi
2025ICONIPSFINe: Structural-Functional Individual Brain Network Modeling Integrating Group-Level Characteristics.Zixin Huang, Chunzhi Zhao, Tlay Adali, Gengqian Wei, Vince D. Calhoun, Shile Qi
2024ACSSCImproved Dictionary Learning for FMRI Data Analysis Capturing Common and Individual Activation Maps.Shuai Xu, Rui Jin, Seung-Jun Kim, Tlay Adali, Vince D. Calhoun
2024ICASSPAnalysis of High-Order Brain Networks Resolved in Time and Frequency Using CP Decomposition.Ashkan Faghiri, Armin Iraji, Tlay Adali, Vince D. Calhoun
2024ICASSPA Robust and Scalable Method with an Analytic Solution for Multi-Subject FMRI Data Analysis.Trung Vu, Hanlu Yang, Francisco Laport, Ben Gabrielson, Vince D. Calhoun, Tlay Adali
2024ICASSPSubgroup Identification Through Multiplex Community Structure Within Functional Connectivity Networks.Hanlu Yang, Meiby Ortiz-Bouza, Trung Vu, Francisco Laport, Vince D. Calhoun, Selin Aviyente, Tlay Adali
2023ACSSCREGRESSION-ASSISTED INDEPENDENT VECTOR ANALYSIS: A SOLUTION TO LARGE-SCALE FMRI DATA ANALYSIS.Hanlu Yang, Ben Gabrielson, Vince D. Calhoun, Tlay Adali
2023ACSSCReproducibility in Joint Blind Source Separation: Application to fMRI Analysis.Francisco Laport, Trung Vu, Hanlu Yang, Vince D. Calhoun, Tlay Adali
2023ACSSCDeriving 3D Functional Brain Regions from Multi-Slice Functional Ultrasound Data Using ICA and IVA.Isabell Lehmann, Tlay Adali, Pieter Kruizinga, Borbla Hunyadi
2023ACSSCConstrained Independent Vector Analysis with References: Algorithms and Performance Evaluation.Trung Vu, Francisco Laport, Hanlu Yang, Tlay Adali
2023ICASSPCoupled CP Tensor Decomposition with Shared and Distinct Components for Multi-Task Fmri Data Fusion.R. A. Borsoi, Isabell Lehmann, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Konstantin Usevich, David Brie, Tlay Adali
2023ICASSPDynamic Independent Component Extraction with Blending Mixing Vector: Lower Bound on Mean Interference-to-Signal Ratio.Jaroslav Cmejla, Zbynek Koldovsk, Vclav Kautsk, Tlay Adali
2023ICASSPA Proximal Approach to IVA-G with Convergence Guarantees.Clment Cosserat, Ben Gabrielson, Emilie Chouzenoux, Jean-Christophe Pesquet, Tlay Adali
2023ICASSPIndependent Vector Analysis with Multivariate Gaussian Model: a Scalable Method by Multilinear Regression.Ben Gabrielson, Mingyu Sun, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Tlay Adali
2023ICASSPNew Interpretable Patterns and Discriminative Features from Brain Functional Network Connectivity using Dictionary Learning.Fateme Ghayem, Hanlu Yang, Furkan Kantar, Seung-Jun Kim, Vince D. Calhoun, Tlay Adali
2023ICASSPRobust GMM Parameter Estimation via the K-BM Algorithm.Ori Kenig, Koby Todros, Tlay Adali
2023ICASSPFusion of Multi-Modal Neuroimaging Data and Association With Cognitive Data.Mark D. LoPresto, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Tlay Adali
2023ICASSPConstrained Independent Component Analysis Based on Entropy Bound Minimization for Subgroup Identification from Multi-subject fMRI Data.Hanlu Yang, Fateme Ghayem, Ben Gabrielson, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Tlay Adali
2022CISSData-driven spatio-temporal dynamic brain connectivity analysis using fALFF: Application to sensorimotor task data.Khondoker Murad Hossain, Suchita Bhinge, Qunfang Long, Vince D. Calhoun, Tlay Adali
2022ICASSPMulti-Task fMRI Data Fusion Using IVA and PARAFAC2.Isabell Lehmann, Evrim Acar, Tanuj Hasija, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Peter J. Schreier, Tlay Adali
2022ICASSPIndependent Vector Analysis Based Subgroup Identification from Multisubject fMRI Data.Hanlu Yang, Mohammad A. B. S. Akhonda, Fateme Ghayem, Qunfang Long, Vince D. Calhoun, Tlay Adali
2021DISThe Case for Latent Variable Vs Deep Learning Methods in Misinformation Detection: An Application to COVID-19.Caitlin Moroney, Evan Crothers, Sudip Mittal, Anupam Joshi, Tlay Adali, Christine Mallinson, Nathalie Japkowicz, Zois Boukouvalas
2021ICASSPIndependent Vector Analysis Using Semi-Parametric Density Estimation via Multivariate Entropy Maximization.Lucas P. Damasceno, Charles C. Cavalcante, Tlay Adali, Zois Boukouvalas
2021ICASSPICA with Orthogonality Constraint: Identifiability And A New Efficient Algorithm.Ben Gabrielson, Mohammad A. B. S. Akhonda, Zois Boukouvalas, Seung-Jun Kim, Tlay Adali
2020ICASSPTracing Network Evolution Using The Parafac2 Model.Marie Roald, Suchita Bhinge, Chunying Jia, Vince D. Calhoun, Tlay Adali, Evrim Acar
2019CISSDisjoint Subspaces for Common and Distinct Component Analysis: Application to Task FMRI Data.Mohammad A. B. S. Akhonda, Qunfang Long, Suchita Bhinge, Vince D. Calhoun, Tlay Adali
2019CISSC-ICT for Discovery of Multiple Associations in Multimodal Imaging Data: Application to Fusion of fMRI and DTI Data.Chunying Jia, Mohammad A. B. S. Akhonda, Qunfang Long, Vince D. Calhoun, Shari Waldstein, Tlay Adali
2018ACSSCCapturing Common and Individual Components in fMRI Data by Discriminative Dictionary Learning.Krishna Dontaraju, Seung-Jun Kim, Mohammad A. B. S. Akhonda, Tlay Adali
2018ICASSPConsecutive Independence and Correlation Transform for Multimodal Fusion: Application to Eeg and Fmri Data.Mohammad A. B. S. Akhonda, Yuri Levin-Schwartz, Suchita Bhinge, Vince D. Calhoun, Tlay Adali
2018ICASSPIVA-Based Spatio-Temporal Dynamic Connectivity Analysis in Large-Scale FMRI Data.Suchita Bhinge, Vince D. Calhoun, Tlay Adali
2018ICASSPConsistent Run Selection for Independent Component Analysis: Application to Fmri Analysis.Qunfang Long, Chunying Jia, Zois Boukouvalas, Ben Gabrielson, Darren Emge, Tlay Adali
2018ICASSPEvaluating Models of Dynamic Functional Connectivity Using Predictive Classification Accuracy.Sren Fns Vind Nielsen, Yuri Levin-Schwartz, Diego Vidaurre, Tlay Adali, Vince D. Calhoun, Kristoffer Hougaard Madsen, Lars Kai Hansen, Morten Mrup
2017CISSEstimation of common subspace order across multiple datasets: Application to multi-subject fMRI data.Suchita Bhinge, Yuri Levin-Schwartz, Tlay Adali
2017CISSPower spectra constrained IVA for enhanced detection of SSVEP content.Darren Emge, Zois Boukouvalas, Yuri Levin-Schwartz, Suchita Bhinge, Qunfang Long, Tlay Adali
2017CISSA graph theoretical approach for performance comparison of ICA for fMRI analysis.Qunfang Long, Suchita Bhinge, Yuri Levin-Schwartz, Vince D. Calhoun, Tlay Adali
2017ICASSPData-driven fusion of multi-camera video sequences: Application to abandoned object detection.Suchita Bhinge, Yuri Levin-Schwartz, Tlay Adali
2017ICASSPNon-orthogonal constrained independent vector analysis: Application to data fusion.Suchita Bhinge, Qunfang Long, Yuri Levin-Schwartz, Zois Boukouvalas, Vince D. Calhoun, Tlay Adali
2017ICASSPEnhancing ICA performance by exploiting sparsity: Application to FMRI analysis.Zois Boukouvalas, Yuri Levin-Schwartz, Tlay Adali
2017ICASSPFlexible large-scale fMRI analysis: A survey.Seung-Jun Kim, Vince D. Calhoun, Tlay Adali
2017ICASSPTwo models for fusion of medical imaging data: Comparison and connections.Yuri Levin-Schwartz, Vince D. Calhoun, Tlay Adali
2017ICASSPParameter-free automated extraction of neuronal signals from calcium imaging data.Yuri Levin-Schwartz, Dennis R. Sparta, Joseph F. Cheer, Tlay Adali
2017ISCASTensor-based fusion of EEG and FMRI to understand neurological changes in schizophrenia.Evrim Acar, Yuri Levin-Schwartz, Vince D. Calhoun, Tlay Adali
2016ICASSPIVA for abandoned object detection: Exploiting dependence across color channels.Suchita Bhinge, Zois Boukouvalas, Yuri Levin-Schwartz, Tlay Adali
2016ICASSPClassification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering.Junshi Xia, Lionel Bombrun, Tlay Adali, Yannick Berthoumieu, Christian Germain
2016ICASSPTime-varying frequency modes of resting fMRI brain networks reveal significant gender differences.Maziar Yaesoubi, Robyn L. Miller, Tlay Adali, Vince D. Calhoun
2015CISSAn efficient multivariate generalized Gaussian distribution estimator: Application to IVA.Zois Boukouvalas, Gengshen Fu, Tlay Adali
2015CISSIndependent vector analysis for SSVEP signal enhancement.Darren K. Emge, Franois-Benot Vialatte, Grard Dreyfus, Tlay Adali
2015CISSIndependent vector analysis by entropy rate bound minimization.Gengshen Fu, Matthew Anderson, Tlay Adali
2015ICASSPDensity estimation by entropy maximization with kernels.Gengshen Fu, Zois Boukouvalas, Tlay Adali
2014CISSCapturing subject variability in data driven fMRI analysis: A graph theoretical comparison.Jonathan Laney, Kelly Westlake, Sai Ma, Elizabeth Woytowicz, Tlay Adali
2014CISSData-driven fusion of EEG, functional and structural MRI: A comparison of two models.Yuri Levin-Schwartz, Vince D. Calhoun, Tlay Adali
2014ICASSPGradient artifact removal in concurrently acquired EEG data using independent vector analysis.Partha Pratim Acharjee, Ronald Phlypo, Lei Wu, Vince D. Calhoun, Tlay Adali
2014ICASSPA novel approach for assessing reliability of ICA for FMRI analysis.Wei Du, Sai Ma, Gengshen Fu, Vince D. Calhoun, Tlay Adali
2014ICASSPAn efficient entropy rate estimator for complex-valued signal processing: Application to ICA.Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tlay Adali
2014ICIPPerformance of complex-valued ICA algorithms for fMRI analysis: Importance of taking full diversity into account.Wei Du, Gengshen Fu, Vince D. Calhoun, Tlay Adali
2014ICIPEntropy rate estimation for vector processes: Application to complex FMRI analysis.Gengshen Fu, Wei Du, Tlay Adali
2014ICIPMultidataset independent subspace analysis extends independent vector analysis.Rogers F. Silva, Sergey M. Plis, Tlay Adali, Vince D. Calhoun
2013ICASSPIndependent vector analysis, the Kotz distribution, and performance bounds.Matthew Anderson, Gengshen Fu, Ronald Phlypo, Tlay Adali
2013ICASSPAdaptive feature split selection for co-training: Application to tire irregular wear classification.Wei Du, Ronald Phlypo, Tlay Adali
2013ICASSPAlgorithms for Markovian source separation by entropy rate minimization.Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tlay Adali
2013ICASSPCapturing group variability using IVA: A simulation study and graph-theoretical analysis.Sai Ma, Ronald Phlypo, Vince D. Calhoun, Tlay Adali
2013ICASSPKernel-based tensor partial least squares for reconstruction of limb movements.Qibin Zhao, Guoxu Zhou, Tlay Adali, Liqing Zhang, Andrzej Cichocki
2012ICASSPAn effective decoupling method for matrix optimization and its application to the ICA problem.Matthew Anderson, Xi-Lin Li, Pedro A. Rodriguez, Tlay Adali
2012ICASSPOrder detection for dependent samples using entropy rate.Gengshen Fu, Hualiang Li, Matthew Anderson, Tlay Adali
2011CISSA class of adaptive algorithms based on ML for non-Gaussian linear filtering.Hualiang Li, Tlay Adali
2011CISSComplex-valued Gaussian signal processing: Optimality of MSE, incorporation of full statistics, and a unified view.Xi-Lin Li, Tlay Adali
2011ICASSPJoint blind source separation from second-order statistics: Necessary and sufficient identifiability conditions.Javier Va, Matthew Anderson, Xi-Lin Li, Tlay Adali
2010ICASSPFusion of concurrent single trial EEG data and fMRI data using multi-set canonical correlation analysis.Nicolle M. Correa, Tom Eichele, Tlay Adali, Yi-Ou Li, Vince D. Calhoun
2010ICASSPFlexible adaptive filtering by minimization of error entropy bound and its application to system identification.Xi-Lin Li, Tlay Adali
2010ICASSPBlind spatiotemporal separation of second and/or higher-order correlated sources by entropy rate minimization.Xi-Lin Li, Tlay Adali
2010ICASSPFlexible complex ICA of fMRI data.Hualiang Li, Tlay Adali, Nicolle M. Correa, Pedro A. Rodriguez, Vince D. Calhoun
2010ICASSPIndependent subspace analysis with prior information for fMRI data.Sai Ma, Xi-Lin Li, Nicolle M. Correa, Tlay Adali, Vince D. Calhoun
2010ICASSPPhase correction and denoising for ICA of complex FMRI data.Pedro Rodriguez, Tlay Adali, Hualiang Li, Nicolle M. Correa, Vince D. Calhoun
2009CISSOn properties of the widely linear MSE filter and its LMS implementation.Tlay Adali, Hualiang Li, Ronald Aloysius
2009ICASSPFusion of fMRI, sMRI, and EEG data using canonical correlation analysis.Nicolle M. Correa, Yi-Ou Li, Tlay Adali, Vince D. Calhoun
2009ICASSPUsing complex-valued ICA to efficiently combine radar polarimetric data for target detection.Mike Novey, Tlay Adali
2009ICASSPOn ICA of improper and noncircular sources.Peter J. Schreier, Tlay Adali, Louis L. Scharf
2008ICASSPStability analysis of complex maximum likelihood ica using Wirtinger calculus.Hualiang Li, Tlay Adali
2008ICASSPCCA for joint blind source separation of multiple datasets with application to group FMRI analysis.Yi-Ou Li, Wei Wang, Tlay Adali, Vince D. Calhoun
2008ICASSPOn quantifying the effects of noncircularity on the complex fastica algorithm.Mike Novey, Tlay Adali
2008ICASSPA constrained coefficient ica algorithm for group difference enhancement.Jing Sui, Jingyu Liu, Lei Wu, Andrew Michael, Lai Xu, Tlay Adali, Vince D. Calhoun
2008ICASSPTarget detection and identification using canonical correlation analysis and subspace partitioning.Wei Wang, Tlay Adali, Darren Emge
2008ICASSPOn ICA of complex-valued fMRI: Advantages and order selection.Wei Xiong, Yi-Ou Li, Hualiang Li, Tlay Adali, Vince D. Calhoun
2008ICASSPSource based morphometry using structural MRI phase images to identify sources of gray matter and white matter relative differences in schizophrenia versus controls.Lai Xu, Jingyu Liu, Tlay Adali, Vince D. Calhoun
2007ICASSPA Practical Formulation for Computation of Complex Gradients and its Application to Maximum Likelihood ICA.Tlay Adali, Hualiang Li
2007ICASSPComplex Fixed-Point ICA Algorithm for Separation of QAM Sources using Gaussian Mixture Model.Mike Novey, Tlay Adali
2006ICASSPFusion of Multisubject Hemodynamic and Event-Related Potential Data Using Independent Component Analysis.Vince D. Calhoun, Tlay Adali
2006ICASSPThe Maximum Likelihood Approach to Complex ICA.Jean-Franois Cardoso, Tlay Adali
2006ICASSPStability Analysis of Complex-Valued Nonlinearities for Maximization of Nongaussianity.Mike Novey, Tlay Adali
2005GLOBECOMIntegrated MAP equalization and turbo product coding for optical fiber communications systems.Wenze Xi, Tlay Adali
2005ICANNData Fusion for Modern Engineering Applications: An Overview.Danilo P. Mandic, Dragan Obradovic, Anthony Kuh, Tlay Adali, Udo Trutschel, Martin Golz, Philippe De Wilde, Javier A. Barria, Anthony G. Constantinides, Jonathon A. Chambers
2005ICASSPComparison of blind source separation algorithms for FMRI using a new Matlab toolbox: GIFT.Nicolle M. Correa, Tlay Adali, Yi-Ou Li, Vince D. Calhoun
2005ICASSPFeature-selective ICA and its convergence properties.Yi-Ou Li, Tlay Adali, Vince D. Calhoun
2005ICASSPProbability distribution estimation for an integrated coding and equalization scheme in optical communications systems.Wenze Xi, Tlay Adali, Yi Cai
2004ICASSPIndependent component analysis by complex nonlinearities.Tlay Adali, Taehwan Kim, Vince D. Calhoun
2004ICASSPA MAP equalizer for the optical communications channel.Wenze Xi, Tlay Adali, John Zweck
2003ICASSPElectronic equalization in optical fiber communications.Tlay Adali, Wei Wang, Aurenice O. Lima
2003ICASSPComplex ICA for fMRI analysis: performance of several approaches.Vince D. Calhoun, Tlay Adali
2002ICASSPOn complex infomax applied to functional MRI data.Vince D. Calhoun, Tlay Adali, Godfrey D. Pearlson, James J. Pekar
2002ICASSPUniversal approximation of fully complex feed-forward neural networks.Taehwan Kim, Tlay Adali
2002ICASSPPolarization diversity and equalization for PMD mitigation in optical communication systems.Aurenice O. Lima, Tlay Adali, Ivan T. Lima, Curtis R. Menyuk
2001ICASSPComplex backpropagation neural network using elementary transcendental activation functions.Taehwan Kim, Tlay Adali
2001ICASSPOn-line order selection for communications.Hongmei Ni, Tlay Adali
2000ICASSPAn adaptive phase equalizer for reducing timing jitter due to acoustic effect.Tlay Adali, Yi Cai, Qigong Zheng
1999ICASSPPartial likelihood for estimation of multi-class posterior probabilities.Tlay Adali, Hongmei Ni, Bo Wang
1999IJCNNNeural networks to estimate ML multi-class constrained conditional probability density functions.Juan Ignacio Arribas, Jess Cid-Sueiro, Tlay Adali, Anbal R. Figueiras-Vidal
1999IJCNNEstimates of constrained multi-class a posteriori probabilities in time series problems with neural networks.Juan Ignacio Arribas, Jess Cid-Sueiro, Tlay Adali, Hongmei Ni, Bo Wang, Anbal R. Figueiras-Vidal
1999IJCNNLeast relative entropy for voiced/unvoiced speech classification.Darren K. Emge, Tlay Adali, M. Kemal Snmez
1999IJCNNBayesian belief networks for effective troubleshooting.Anand Mishra, Tlay Adali
1999IJCNNA general formulation for learning multi-class posterior probabilities.Hongmei Ni, Tlay Adali, Bo Wang
1998ICASSPA signal processing approach for effective reduction of timing jitter due to the acoustic effect.Tlay Adali, Bo Wang, Alexei N. Pilipetskii, Curtis R. Menyuk
1998ICASSPA piecewise linear recurrent neural network structure and its dynamics.Xiao Liu, Tlay Adali, Levent Demirekler
1997ICASSPMagnetic resonance image reconstruction from non-equidistantly sampled data.Ning Li, Tlay Adali, Moriel NessAiver
1997ICASSPRecurrent canonical piecewise linear network for blind equalization.Xiao Liu, Tlay Adali
1997ICIPA Deformable Surface-Spine Model for 3-D Surface Registration.Jianhua Xuan, Yue Joseph Wang, Tlay Adali, Qinfen Zheng
1996ICASSPPartial likelihood for real-time signal processing.Tlay Adali, M. Kemal Snmez, Xiao Liu
1996ICASSPEfficient learning of standard finite normal mixtures for image quantification.Yue Joseph Wang, Tlay Adali
1996ICASSPInformation geometry of maximum partial likelihood estimation for channel equalization.Jianhua Xuan, Tlay Adali, Xiao Liu
1995ICASSPOn the dynamics of the LRE algorithm: a distribution learning approach to adaptive equalization.Tlay Adali, M. Kemal Snmez, Kartik Patel
1995ICIPSegmentation of magnetic resonance brain image: integrating region growing and edge detection.Jianhua Xuan, Tlay Adali, Yue Joseph Wang
1994ICASSPChannel equalization with perceptrons: an information-theoretic approach.Tlay Adali, M. Kemal Snmez
1994ICASSPDSP and communication engineering education with graphical block diagram simulation tools.Sasan H. Ardalan, Tlay Adali
1994ICIPProbabilistic Neural Networks for Medical Image Quantification.Tlay Adali, Yue Joseph Wang
1992ICASSPMultichannel general order FTF algorithm and its application to the equalization of mobile communication channels.Tlay Adali, Sasan H. Ardalan, Ali S. Sadri
1991ICASSPFixed-point roundoff error analysis of the RLS algorithm with time-varying channels.Tlay Adali, Sasan H. Ardalan
1990ICASSPConvergence and error analysis of the fixed point RLS algorithm with correlated inputs.Tlay Adali, Sasan H. Ardalan