Eli Kinney‐Lang

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All published works

Action	Title	Year	Authors
+ PDF Chat	Higher order tensor decomposition for proportional myoelectric control based on muscle synergies	2021	Ahmed Ebied Eli Kinney‐Lang Javier Escudero
+ PDF Chat	Consistency of Muscle Synergies Extracted via Higher-Order Tensor Decomposition Towards Myoelectric Control	2019	Ahmed Ebied Eli Kinney‐Lang Javier Escudero
+ 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
+ PDF Chat	Muscle Activity Analysis Using Higher-Order Tensor Decomposition: Application to Muscle Synergy Extraction	2019	Ahmed Ebied Eli Kinney‐Lang Loukianos Spyrou Javier Escudero
+	Use of muscle synergies extracted via higher-order tensor decomposition for proportional myoelectric control	2018	Ahmed Ebied Eli Kinney‐Lang Javier Escudero
+ PDF Chat	Tensor-driven extraction of developmental features from varying paediatric EEG datasets	2018	Eli Kinney‐Lang Loukianos Spyrou Ahmed Ebied Richard Chin Javier Escudero
+ PDF Chat	Evaluation of matrix factorisation approaches for muscle synergy extraction	2018	Ahmed Ebied Eli Kinney‐Lang Loukianos Spyrou Javier Escudero
+	Tensor-driven extraction of developmental features from varying paediatric EEG datasets	2017	Eli Kinney‐Lang Loukianos Spyrou Ahmed Ebied Richard Chin Javier Escudero
+ PDF Chat	On the use of higher-order tensors to model muscle synergies	2017	Ahmed Ebied Loukianos Spyrou Eli Kinney‐Lang Javier Escudero
+	Tensor-driven extraction of developmental features from varying paediatric EEG datasets	2017	Eli Kinney‐Lang Loukianos Spyrou Ahmed Ebied Richard Chin Javier Escudero

Common Coauthors

Coauthor	Papers Together
Ahmed Ebied	10
Javier Escudero	10
Loukianos Spyrou	6
Richard Chin	4
Bonnie Auyeung	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	8
+ PDF Chat	Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis	2015	Andrzej Cichocki Danilo P. Mandic Lieven De Lathauwer Guoxu Zhou Qibin Zhao César F. Caiafa Anh Huy Phan	6
+	Multiscale entropy analysis of resting-state magnetoencephalogram with tensor factorisations in Alzheimer's disease	2015	Javier Escudero Evrim Acar Alberto Fernández Rasmus Bro	5
+	Foundations of the PARAFAC procedure: Models and conditions for an "explanatory" multi-model factor analysis	1970	Richard A. Harshman	5
+ PDF Chat	On the use of higher-order tensors to model muscle synergies	2017	Ahmed Ebied Loukianos Spyrou Eli Kinney‐Lang Javier Escudero	4
+	Multi-way Analysis: Applications in the Chemical Sciences	2004	Age K. Smilde Rasmus Bro Paul Geladi	4
+ PDF Chat	Evaluation of matrix factorisation approaches for muscle synergy extraction	2018	Ahmed Ebied Eli Kinney‐Lang Loukianos Spyrou Javier Escudero	4
+	Tensor decomposition of EEG signals: A brief review	2015	Fengyu Cong Qiu‐Hua Lin Li‐Dan Kuang Xiao‐Feng Gong Piia Astikainen Tapani Ristaniemi	4
+ PDF Chat	Tensors : A brief introduction	2014	Pierre Comon	3
+	Component models for three-way data: An alternating least squares algorithm with optimal scaling features	1980	Richard X. Sands Forrest W. Young	3
+	Tensor decompositions, alternating least squares and other tales	2009	Pierre Comon Xavier Luciani André L. F. de Almeida	3
+	Recent developments in CANDECOMP/PARAFAC algorithms: a critical review	2002	Nicolaas M. Faber Rasmus Bro Philip K. Hopke	3
+ PDF Chat	Muscle Activity Analysis Using Higher-Order Tensor Decomposition: Application to Muscle Synergy Extraction	2019	Ahmed Ebied Eli Kinney‐Lang Loukianos Spyrou Javier Escudero	3
+	Multi-domain feature extraction from surface EMG signals using nonnegative tensor factorization	2013	Ping Xie Yan Song	2
+ PDF Chat	Tensor decompositions for feature extraction and classification of high dimensional datasets	2010	Anh Huy Phan Andrzej Cichocki	2
+	Extracting the optimal dimensionality for local tensor discriminant analysis	2008	Feiping Nie Shiming Xiang Yangqiu Song Changshui Zhang	1
+ PDF Chat	Structured Data Fusion	2015	Laurent Sorber Marc Van Barel Lieven De Lathauwer	1
+	Tensor Decompositions: A New Concept in Brain Data Analysis?	2013	Andrzej Cichocki	1
+ PDF Chat	Unsupervised Multiway Data Analysis: A Literature Survey	2008	Evrim Acar Bülent Yener	1
+ PDF Chat	Multiview Classification and Dimensionality Reduction of Scalp and Intracranial EEG Data through Tensor Factorisation	2016	Loukianos Spyrou Samaneh Kouchaki Saeid Sanei	1
+	Tensorlab 3.0 — Numerical optimization strategies for large-scale constrained and coupled matrix/tensor factorization	2016	Nico Vervliet Otto Debals Lieven De Lathauwer	1
+	Use of muscle synergies extracted via higher-order tensor decomposition for proportional myoelectric control	2018	Ahmed Ebied Eli Kinney‐Lang Javier Escudero	1
+ PDF Chat	Consistency of Muscle Synergies Extracted via Higher-Order Tensor Decomposition Towards Myoelectric Control	2019	Ahmed Ebied Eli Kinney‐Lang Javier Escudero	1
+	Hadamard, Khatri-Rao, Kronecker and Other Matrix Products	2008	Shuangzhe Liu Goetz Trenkler	1
+ PDF Chat	Automatic Unsupervised Tensor Mining with Quality Assessment	2016	Evangelos E. Papalexakis	1
+	Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation	2009	Andrzej Cichocki Rafał Zdunek Anh Huy Phan Шун-ичи Амари	1
+ PDF Chat	Tensor-driven extraction of developmental features from varying paediatric EEG datasets	2018	Eli Kinney‐Lang Loukianos Spyrou Ahmed Ebied Richard Chin Javier Escudero	1
+	Data Fusion in Metabolomics Using Coupled Matrix and Tensor Factorizations	2015	Evrim Acar Rasmus Bro Age K. Smilde	1
+ PDF Chat	Stochastic and Deterministic Tensorization for Blind Signal Separation	2015	Otto Debals Lieven De Lathauwer	1
+	All-at-once Optimization for Coupled Matrix and Tensor Factorizations	2011	Evrim Acar Tamara G. Kolda Daniel Dunlavy	1
+	Era of Big Data Processing: A New Approach via Tensor Networks and Tensor Decompositions	2014	Andrzej Cichocki	1
+ PDF Chat	Group Component Analysis for Multiblock Data: Common and Individual Feature Extraction	2015	Guoxu Zhou Andrzej Cichocki Yu Zhang Danilo P. Mandic	1
+	Understanding data fusion within the framework of coupled matrix and tensor factorizations	2013	Evrim Acar Morten Arendt Rasmussen Francesco Savorani Tormod Næs Rasmus Bro	1
+	PARAFAC: Parallel factor analysis	1994	Richard A. Harshman Margaret E. Lundy	1
+	Applications of tensor (multiway array) factorizations and decompositions in data mining	2011	Morten Mørup	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	Fast and unique Tucker decompositions via multiway blind source separation	2012	Guoxu Zhou Andrzej Cichocki	1
+ PDF Chat	Breaking the Curse of Dimensionality Using Decompositions of Incomplete Tensors: Tensor-based scientific computing in big data analysis	2014	Nico Vervliet Otto Debals Laurent Sorber Lieven De Lathauwer	1
+ PDF Chat	A ‘missing’ family of classical orthogonal polynomials	2011	Luc Vinet Alexei Zhedanov	1
+	A comparison of algorithms for fitting the PARAFAC model	2004	Giorgio Tomasi Rasmus Bro	1
+ PDF Chat	Structure-revealing data fusion	2014	Evrim Acar Evangelos E. Papalexakis Gözde Gürdeniz Morten Arendt Rasmussen Anders J. Lawaetz Mathias Nilsson Rasmus Bro	1