Randy C. Hoover

According to our database, Randy C. Hoover authored at least 32 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Cagri Ozdemir, Randy C. Hoover, Kyle A. Caudle, Karen S. Braman

Int. J. Mach. Learn. Cybern., August, 2024

2022

Forecasting Multilinear Data via Transform-Based Tensor Autoregression.

Jackson Cates, Randy C. Hoover, Kyle A. Caudle, Cagri Ozdemir, Karen S. Braman, David Machette

CoRR, 2022

High-Order Multilinear Discriminant Analysis via Order-n Tensor Eigendecomposition.

Cagri Ozdemir, Randy C. Hoover, Kyle A. Caudle, Karen S. Braman

CoRR, 2022

Kernelization of Tensor Discriminant Analysis with Application to Image Recognition.

Cagri Ozdemir, Randy C. Hoover, Kyle A. Caudle, Karen S. Braman

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

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

Jackson Cates, Randy C. Hoover, Kyle A. Caudle, David J. Marchette, Cagri Ozdemir

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021

A New Approach to Multilinear Dynamical Systems and Control.

Randy C. Hoover, Kyle A. Caudle, Karen S. Braman

CoRR, 2021

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

Cagri Ozdemir, Randy C. Hoover, Kyle A. Caudle

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Transform-Based Tensor Auto Regression for Multilinear Time Series Forecasting.

Jackson Cates, Randy C. Hoover, Kyle A. Caudle, Riley Kopp, Cagri Ozdemir

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2DTPCA: A New Framework for Multilinear Principal Component Analysis.

Cagri Ozdemir, Randy C. Hoover, Kyle A. Caudle

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2019

Sliding Mode Control for Mixed Conventional/Braking Actuation Mobile Robots.

Walelign M. Nikshi, Randy C. Hoover, Mark D. Bedillion, Saeed Shahmiri, Jeremy Simmons

CoRR, 2019

Fuzzy Logic Control for Mixed conventional/braking Actuation Mobile Robots.

Walelign M. Nikshi, Randy C. Hoover, Mark D. Bedillion, Saeed Shahmiri, Jeremy Simmons

CoRR, 2019

Advanced Decision Making and Interpretability through Neural Shrubs.

Kyle A. Caudle, Randy C. Hoover, Aaron Alphonsus, Shashwati Shradha

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Building a Better Decision Tree by Delaying the Split Decision.

Kyle A. Caudle, Larry D. Pyeatt, Anthony Morast, Christer Karlsson, Randy C. Hoover

Proceedings of the 3rd International Conference on Compute and Data Analysis, 2019

Flow Field Forecasting with Many Predictors.

Kyle A. Caudle, Patrick Fleming, Larry D. Pyeatt, Randy C. Hoover

Proceedings of the 3rd International Conference on Compute and Data Analysis, 2019

Examining Intermediate Data Reduction Algorithms for use with t-SNE.

Aaron Campbell, Kyle A. Caudle, Randy C. Hoover

Proceedings of the 3rd International Conference on Compute and Data Analysis, 2019

Underwater Navigation using Geomagnetic Field Variations.

Chinmaya V. Kaji, Randy C. Hoover, Shankarachary Ragi

Proceedings of the 2019 IEEE International Conference on Electro Information Technology, 2019

2018

Multilinear Discriminant Analysis Through Tensor-Tensor Eigendecomposition.

Kyle A. Caudle, Randy C. Hoover, Karen S. Braman

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Trajectory Tracking of the Mixed conventional/braking Actuation Mobile robots using Model Predictive Control.

Walelign M. Nikshi, Randy C. Hoover, Mark D. Bedillion, Saeed Shahmiri

Proceedings of the 14th IEEE International Conference on Control and Automation, 2018

2017

Nonlinear control synthesis for parking control of mixed conventional/braking actuation mobile robots.

Walelign M. Nikshi, Randy C. Hoover, Mark D. Bedillion

Proceedings of the 2017 American Control Conference, 2017

2015

Designing a Failure-Tolerant Workspace for Kinematically Redundant Robots.

Randy C. Hoover, Rodney G. Roberts, Anthony A. Maciejewski, Priya S. Naik, Khaled M. Ben-Gharbia

IEEE Trans Autom. Sci. Eng., 2015

2014

A distributed manipulation concept using selective braking.

Mark D. Bedillion, Randy C. Hoover, Jeff S. McGough

Proceedings of the American Control Conference, 2014

2013

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

Misha Elena Kilmer, Karen S. Braman, Ning Hao, Randy C. Hoover

SIAM J. Matrix Anal. Appl., 2013

Facial Recognition Using Tensor-Tensor Decompositions.

Ning Hao, Misha Elena Kilmer, Karen S. Braman, Randy C. Hoover

SIAM J. Imaging Sci., 2013

An example of computing the failure-tolerant workspace area for a planar kinematically redundant robot.

Priya S. Naik, Anthony A. Maciejewski, Rodney G. Roberts, Randy C. Hoover, Khaled M. Ben-Gharbia

Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013

2011

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

Randy C. Hoover, Anthony A. Maciejewski, Rodney G. Roberts

IEEE Trans. Syst. Man Cybern. Part B, 2011

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

Randy C. Hoover, Karen S. Braman, Ning Hao

Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

2009

Eigendecomposition of Images Correlated on <i>S</i>¹, <i>S</i>², and <i>SO</i>(3) Using Spectral Theory.

Randy C. Hoover, Anthony A. Maciejewski, Rodney G. Roberts

IEEE Trans. Image Process., 2009

An Illustration of Eigenspace Decomposition for Illumination Invariant Pose Estimation.

Randy C. Hoover, Anthony A. Maciejewski, Rodney G. Roberts, Ryan P. Hoppal

Proceedings of the IEEE International Conference on Systems, 2009

Designing Eigenspace Manifolds: With Application to Object Identification and Pose Estimation.

Randy C. Hoover, Anthony A. Maciejewski, Rodney G. Roberts

Proceedings of the IEEE International Conference on Systems, 2009

2008

Pose detection of 3-D objects using S²-correlated images and discrete spherical harmonic transforms.

Randy C. Hoover, Anthony A. Maciejewski, Rodney G. Roberts

Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

Pose detection of 3-D objects using images sampled on SO(3), spherical harmonics, and wigner-D matrices.

Randy C. Hoover, Anthony A. Maciejewski, Rodney G. Roberts

Proceedings of the 2008 IEEE International Conference on Automation Science and Engineering, 2008

2007

Implementation issues in identifying the failure-tolerant workspace boundaries of a kinematically redundant manipulator.

Randy C. Hoover, Rodney G. Roberts, Anthony A. Maciejewski

Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007