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Third-Order Tensors as Operators on Matrices: A Theoretical and Computational Framework with Applications in Imaging

SIAM journal on matrix analysis and applications, 2013-01, Vol.34 (1), p.148-172

2013

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Facial Recognition Using Tensor-Tensor Decompositions

SIAM journal on imaging sciences, 2013-01, Vol.6 (1), p.437-463

2013

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Tensor discriminant analysis on grassmann manifold with application to video based human action recognition

International journal of machine learning and cybernetics, 2024-08, Vol.15 (8), p.3353-3365

2024

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2DTPCA: A New Framework for Multilinear Principal Component Analysis

2021 IEEE International Conference on Image Processing (ICIP), 2021, p.344-348

2021

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A review of flow field forecasting: A high‐dimensional forecasting procedure

Wiley interdisciplinary reviews. Computational statistics, 2021-01, Vol.13 (1), p.e1505-n/a

2021

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Autonomous Multi-agent Systems Using SVGS Camera Sensor for Lunar Surface Mobility Applications

2021 IEEE Aerospace Conference (50100), 2021, p.1-10

2021

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Designing a Failure-Tolerant Workspace for Kinematically Redundant Robots

IEEE transactions on automation science and engineering, 2015-10, Vol.12 (4), p.1421-1432

2015

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System Identification and Robust Controller Design Using Genetic Algorithms for Flexible Space Structures

Journal of dynamic systems, measurement, and control, 2009-05, Vol.131 (3)

2009

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Fast Tensor Singular Value Decomposition Using the Low-Resolution Features of Tensors

2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), 2021, p.527-533

2021

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Fast Eigenspace Decomposition of Images of Objects With Variation in Illumination and Pose

IEEE transactions on systems, man and cybernetics. Part B, Cybernetics, 2011-04, Vol.41 (2), p.318-329

2011

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Kernelization of Tensor Discriminant Analysis with Application to Image Recognition

2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA), 2022, p.183-189

2022

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Anomaly Detection from Multilinear Observations via Time-Series Analysis and 3DTPCA

2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA), 2022, p.677-680

2022

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Democratic discipline: Foundation and practice

1997

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Multilinear Discriminant Analysis Through Tensor-Tensor Eigendecomposition

2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA), 2018, p.578-584

2018

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Transform-Based Tensor Auto Regression for Multilinear Time Series Forecasting

2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), 2021, p.461-466

2021

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Disposition, metabolism and mass balance of delafloxacin in healthy human volunteers following intravenous administration

Xenobiotica, 2015-12, Vol.45 (12), p.1054-1062

2015

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Advanced Decision Making and Interpretability through Neural Shrubs

2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA), 2019, p.489-494

2019

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Validation of Vision-Based State Estimation for Localization of Agents and Swarm Formation

Proceedings of the 2020 USCToMM Symposium on Mechanical Systems and Robotics, 2020, p.216-224

2020

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Eigendecomposition of Images Correlated on S^, S^, and SO(3) Using Spectral Theory

IEEE transactions on image processing, 2009-11, Vol.18 (11), p.2562-2571

2009

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Mobile Fiducial-Based Collaborative Localization and Mapping (CLAM)

Proceedings of the 2020 USCToMM Symposium on Mechanical Systems and Robotics, 2020, p.196-205

2020

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Eigendecomposition of Images Correlated on S 1 , S 2 , and SO ( 3 ) Using Spectral Theory

IEEE transactions on image processing, 2009-11, Vol.18 (11)

2009

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Multi-layered covert QR codes for increased capacity and security

International journal of computers & applications, 2015, Vol.37 (1), p.17-27

2015

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Eigendecomposition of Images Correlated on S1, S2, and SO (3) Using Spectral Theory

IEEE transactions on image processing, 2009, Vol.18 (11), p.2562-2571

2009

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Pose estimation from a single image using tensor decomposition and an algebra of circulants

2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011, p.2928-2934

2011

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Examining Intermediate Data Reduction Algorithms for use with t-SNE

Proceedings of the 2019 3rd International Conference on Compute and Data Analysis, 2019, p.36-42

2019

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Third-Order Tensors as Operators on Matrices: A Theoretical and Computational Framework with Applications in Imaging

Facial Recognition Using Tensor-Tensor Decompositions

Tensor discriminant analysis on grassmann manifold with application to video based human action recognition

2DTPCA: A New Framework for Multilinear Principal Component Analysis

A review of flow field forecasting: A high‐dimensional forecasting procedure

Autonomous Multi-agent Systems Using SVGS Camera Sensor for Lunar Surface Mobility Applications

Designing a Failure-Tolerant Workspace for Kinematically Redundant Robots

System Identification and Robust Controller Design Using Genetic Algorithms for Flexible Space Structures

Fast Tensor Singular Value Decomposition Using the Low-Resolution Features of Tensors

Fast Eigenspace Decomposition of Images of Objects With Variation in Illumination and Pose

Kernelization of Tensor Discriminant Analysis with Application to Image Recognition

Anomaly Detection from Multilinear Observations via Time-Series Analysis and 3DTPCA

Democratic discipline: Foundation and practice

Multilinear Discriminant Analysis Through Tensor-Tensor Eigendecomposition

Transform-Based Tensor Auto Regression for Multilinear Time Series Forecasting

Disposition, metabolism and mass balance of delafloxacin in healthy human volunteers following intravenous administration

Advanced Decision Making and Interpretability through Neural Shrubs

Validation of Vision-Based State Estimation for Localization of Agents and Swarm Formation

Eigendecomposition of Images Correlated on S^, S^, and SO(3) Using Spectral Theory

Mobile Fiducial-Based Collaborative Localization and Mapping (CLAM)

Eigendecomposition of Images Correlated on S 1 , S 2 , and SO ( 3 ) Using Spectral Theory

Multi-layered covert QR codes for increased capacity and security

Eigendecomposition of Images Correlated on S1, S2, and SO (3) Using Spectral Theory

Pose estimation from a single image using tensor decomposition and an algebra of circulants

Examining Intermediate Data Reduction Algorithms for use with t-SNE

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