Irina Belyaeva

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All published works

Action	Title	Year	Authors
+	Learning Spatiotemporal Brain Dynamics in Adolescents via Multimodal MEG and fMRI Data Fusion Using Joint Tensor/Matrix Decomposition	2024	Irina Belyaeva Ben Gabrielson Yu‐Ping Wang Tony W. Wilson Vince D. Calhoun Julia M. Stephen Tülay Adalı
+ PDF Chat	Multi-Subject Analysis for Brain Developmental Patterns Discovery via Tensor Decomposition of MEG Data	2022	Irina Belyaeva Ben Gabrielson Yu‐Ping Wang Tony W. Wilson Vince D. Calhoun Julia M. Stephen Tülay Adalı
+	Taking the 4D Nature of fMRI Data Into Account Promises Significant Gains in Data Completion	2021	Irina Belyaeva Suchita Bhinge Qunfang Long Tülay Adalı
+ PDF Chat	Inexact Proximal Conjugate Subgradient Algorithm for fMRI Data Completion	2020	Irina Belyaeva Qunfang Long Tülay Adalı

Common Coauthors

Coauthor	Papers Together
Tülay Adalı	4
Vince D. Calhoun	2
Ben Gabrielson	2
Qunfang Long	2
Yu‐Ping Wang	2
Julia M. Stephen	2
Tony W. Wilson	2
Suchita Bhinge	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions	2016	Andrzej Cichocki Namgil Lee Ivan Oseledets Anh Huy Phan Qibin Zhao Danilo P. Mandic	3
+	Analysis of individual differences in multidimensional scaling via an n-way generalization of “Eckart-Young” decomposition	1970	J. Douglas Carroll Jih-Jie Chang	2
+	Controlling the false discovery rate in behavior genetics research	2001	Yoav Benjamini Dan Drai Gregory I. Elmer Neri Kafkafi Ilan Golani	2
+	Automatic relevance determination for multi‐way models	2009	Morten Mørup Lars Kai Hansen	2
+ PDF Chat	Scalable tensor factorizations for incomplete data	2010	Evrim Acar Daniel Dunlavy Tamara G. Kolda Morten Mørup	2
+	Extraction of Common Task Features in EEG-fMRI Data Using Coupled Tensor-Tensor Decomposition	2020	Yaqub Jonmohamadi Suresh Muthukumaraswamy Joseph C. C. Chen Jonathan Roberts Ross Crawford Ajay K. Pandey	2
+	Tensor decomposition of EEG signals: A brief review	2015	Fengyu Cong Qiu‐Hua Lin Li‐Dan Kuang Xiao‐Feng Gong Piia Astikainen Tapani Ristaniemi	2
+	Using Effect Size—or Why the <i>P</i> Value Is Not Enough	2012	Gail M. Sullivan Richard Feinn	2
+ PDF Chat	Efficient Tensor Completion for Color Image and Video Recovery: Low-Rank Tensor Train	2017	Johann A. Bengua Ho N. Phien Hoang Duong Tuan N. Minh	2
+ PDF Chat	Blind fMRI source unmixing via higher-order tensor decompositions	2018	Christos Chatzichristos Eleftherios Kofidis Manuel Morante Sergios Theodoridis	2
+ PDF Chat	Nonparametric permutation tests for functional neuroimaging: A primer with examples	2001	Thomas E. Nichols Andrew P. Holmes	2
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	2
+	Three-way arrays: rank and uniqueness of trilinear decompositions, with application to arithmetic complexity and statistics	1977	Joseph B. Kruskal	2
+ PDF Chat	Introducing the Joint EEG-Development Inference (JEDI) Model: A Multi-Way, Data Fusion Approach for Estimating Paediatric Developmental Scores via EEG	2019	Eli Kinney‐Lang Ahmed Ebied Bonnie Auyeung Richard Chin Javier Escudero	2
+	Tensor-Train Decomposition	2011	Ivan Oseledets	2
+ PDF Chat	Estimating the Dimension of a Model	1978	Gideon Schwarz	2
+ PDF Chat	Unraveling Diagnostic Biomarkers of Schizophrenia Through Structure-Revealing Fusion of Multi-Modal Neuroimaging Data	2019	Evrim Acar Carla Schenker Yuri Levin‐Schwartz Vince D. Calhoun Tülay Adalı	2
+ PDF Chat	Early soft and flexible fusion of electroencephalography and functional magnetic resonance imaging via double coupled matrix tensor factorization for multisubject group analysis	2021	Christos Chatzichristos Eleftherios Kofidis Wim Van Paesschen Lieven De Lathauwer Sergios Theodoridis Sabine Van Huffel	2
+	Centering and scaling in component analysis	2003	Rasmus Bro Age K. Smilde	2
+	Spectral Scaling BFGS Method	2010	Wanyou Cheng D. H. Li	1
+	Fast adaptive interpolation of multi-dimensional arrays in tensor train format	2011	Dmitry Savostyanov Ivan Oseledets	1
+	Convergence Conditions for Ascent Methods	1969	Philip Wolfe	1
+	Algorithm 851	2006	William W. Hager Hongchao Zhang	1
+ PDF Chat	EEG extended source localization: Tensor-based vs. conventional methods	2014	Hanna Becker Laurent Albera Pierre Comon Martin Haardt Gwénaël Birot Fabrice Wendling Martine Gavaret Christian Bénar Isabelle Merlet	1
+ PDF Chat	Local Convergence of the Alternating Least Squares Algorithm for Canonical Tensor Approximation	2012	André Uschmajew	1
+	A New Conjugate Gradient Method with Guaranteed Descent and an Efficient Line Search	2005	William W. Hager Hongchao Zhang	1
+	A modified Polak–Ribière–Polyak conjugate gradient algorithm for nonsmooth convex programs	2013	Gonglin Yuan Zengxin Wei Guoyin Li	1
+ PDF Chat	A Riemannian Framework for Tensor Computing	2005	Xavier Pennec Pierre Fillard Nicholas Ayache	1
+ PDF Chat	On manifolds of tensors of fixed TT-rank	2011	Sebastian Holtz Thorsten Rohwedder Reinhold Schneider	1
+	On Optimality of the Parameters of Self-Scaling Memoryless Quasi-Newton Updating Formulae	2015	Saman Babaie–Kafaki	1
+	Optimization Algorithms on Matrix Manifolds	2007	P.-A. Absil Robert Mahony Rodolphe Sepulchre	1
+ PDF Chat	Coupled Canonical Polyadic Decompositions and (Coupled) Decompositions in Multilinear Rank-$(L_r,n,L_r,n,1)$ Terms---Part I: Uniqueness	2015	Mikael Sørensen Lieven De Lathauwer	1
+	The Barzilai and Borwein Gradient Method for the Large Scale Unconstrained Minimization Problem	1997	Marcos Raydan	1
+	A modified BFGS method and its global convergence in nonconvex minimization	2001	Donghui Li Masao Fukushima	1
+	Fast sparse regression and classification	2012	Jerome H. Friedman	1
+ PDF Chat	Inexact spectral projected gradient methods on convex sets	2003	E. G. Birgin J. M. Martı́nez Marcos Raydan	1
+ PDF Chat	A Spectral Conjugate Gradient Method for Unconstrained Optimization	2001	E. G. Birgin J. M. Martı́nez	1
+	Recovering Low-Rank and Sparse Components of Matrices from Incomplete and Noisy Observations	2011	Min Tao Xiaoming Yuan	1
+ PDF Chat	A literature survey of low‐rank tensor approximation techniques	2013	Lars Grasedyck Daniel Kreßner Christine Tobler	1
+	Geometric Optimization Methods for Adaptive Filtering	2013	Steven T. Smith	1
+	Two-Point Step Size Gradient Methods	1988	Jonathan Barzilai Jonathan M. Borwein	1
+	On Local Convergence of Alternating Schemes for Optimization of Convex Problems in the Tensor Train Format	2013	Thorsten Rohwedder André Uschmajew	1
+	A Nonlinear Conjugate Gradient Algorithm with an Optimal Property and an Improved Wolfe Line Search	2013	Yu‐Hong Dai Caixia Kou	1
+ PDF Chat	The principled control of false positives in neuroimaging	2009	Craig M. Bennett George Wolford Michael B. Miller	1
+ PDF Chat	Multiple imputation of missing fMRI data in whole brain analysis	2012	Kenneth I. Vaden Mulugeta Gebregziabher Stefanie E. Kuchinsky Mark A. Eckert	1
+	BENEFITS OF MULTI-DOMAIN FEATURE OF MISMATCH NEGATIVITY EXTRACTED BY NON-NEGATIVE TENSOR FACTORIZATION FROM EEG COLLECTED BY LOW-DENSITY ARRAY	2012	Fengyu Cong Anh Huy Phan Qibin Zhao Tiina Huttunen-Scott Jukka Kaartinen Tapani Ristaniemi Heikki Lyytinen Andrzej Cichocki	1
+	Conjugate Gradient Methods with Inexact Searches	1978	David F. Shanno	1
+	Global convergence of the nonmonotone MBFGS method for nonconvex unconstrained minimization	2008	Weijun Zhou Li Zhang	1
+ PDF Chat	The geometric median on Riemannian manifolds with application to robust atlas estimation	2008	P. Thomas Fletcher Suresh Venkatasubramanian Sarang Joshi	1
+	The triangle method for finding the corner of the L-curve	2002	Joel Castellanos Susana Gómez Valia Guerra	1