Randy C. Hoover

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 19

Top Topics

Discriminant Analysis

Top Venues

Publications

Cagri Ozdemir, Randy C. Hoover, Kyle A. Caudle, Karen S. Braman
Tensor discriminant analysis on grassmann manifold with application to video based human action recognition. Int. J. Mach. Learn. Cybern. 15 (8) (2024)
Jackson Cates, Randy C. Hoover, Kyle A. Caudle, Cagri Ozdemir, Karen S. Braman, David Machette
Forecasting Multilinear Data via Transform-Based Tensor Autoregression. CoRR (2022)
Jackson Cates, Randy C. Hoover, Kyle A. Caudle, David Marchette, Cagri Ozdemir
Anomaly Detection from Multilinear Observations via Time-Series Analysis and 3DTPCA. ICMLA (2022)
Cagri Ozdemir, Randy C. Hoover, Kyle A. Caudle, Karen S. Braman
High-Order Multilinear Discriminant Analysis via Order-n Tensor Eigendecomposition. CoRR (2022)
Cagri Ozdemir, Randy C. Hoover, Kyle A. Caudle, Karen S. Braman
Kernelization of Tensor Discriminant Analysis with Application to Image Recognition. ICMLA (2022)
Cagri Ozdemir, Randy C. Hoover, Kyle A. Caudle
Fast Tensor Singular Value Decomposition Using the Low-Resolution Features of Tensors. ICMLA (2021)
Randy C. Hoover, Kyle S. Caudle, Karen S. Braman
A New Approach to Multilinear Dynamical Systems and Control. CoRR (2021)
Cagri Ozdemir, Randy C. Hoover, Kyle A. Caudle
2DTPCA: A New Framework for Multilinear Principal Component Analysis. ICIP (2021)
Jackson Cates, Randy C. Hoover, Kyle A. Caudle, Riley Kopp, Cagri Ozdemir
Transform-Based Tensor Auto Regression for Multilinear Time Series Forecasting. ICMLA (2021)
Walelign M. Nikshi, Randy C. Hoover, Mark D. Bedillion, Saeed Shahmiri, Jeremy Simmons
Sliding Mode Control for Mixed Conventional/Braking Actuation Mobile Robots. CoRR (2019)
Kyle A. Caudle, Patrick Fleming, Larry D. Pyeatt, Randy C. Hoover
Flow Field Forecasting with Many Predictors. ICCDA (2019)
Aaron Campbell, Kyle A. Caudle, Randy C. Hoover
Examining Intermediate Data Reduction Algorithms for use with t-SNE. ICCDA (2019)
Kyle A. Caudle, Randy C. Hoover, Aaron Alphonsus, Shashwati Shradha
Advanced Decision Making and Interpretability through Neural Shrubs. ICMLA (2019)
Kyle A. Caudle, Larry D. Pyeatt, Anthony Morast, Christer Karlsson, Randy C. Hoover
Building a Better Decision Tree by Delaying the Split Decision. ICCDA (2019)
Chinmaya V. Kaji, Randy C. Hoover, Shankarachary Ragi
Underwater Navigation using Geomagnetic Field Variations. EIT (2019)
Walelign M. Nikshi, Randy C. Hoover, Mark D. Bedillion, Saeed Shahmiri, Jeremy Simmons
Fuzzy Logic Control for Mixed conventional/braking Actuation Mobile Robots. CoRR (2019)
Kyle A. Caudle, Randy C. Hoover, Karen S. Braman
Multilinear Discriminant Analysis Through Tensor-Tensor Eigendecomposition. ICMLA (2018)
Walelign M. Nikshi, Randy C. Hoover, Mark D. Bedillion, Saeed Shahmiri
Trajectory Tracking of the Mixed conventional/braking Actuation Mobile robots using Model Predictive Control. ICCA (2018)
Walelign M. Nikshi, Randy C. Hoover, Mark D. Bedillion
Nonlinear control synthesis for parking control of mixed conventional/braking actuation mobile robots. ACC (2017)
Randy C. Hoover, Rodney G. Roberts, Anthony A. Maciejewski, Priya S. Naik, Khaled M. Ben-Gharbia
Designing a Failure-Tolerant Workspace for Kinematically Redundant Robots. IEEE Trans Autom. Sci. Eng. 12 (4) (2015)
Mark D. Bedillion, Randy C. Hoover, Jeff McGough
A distributed manipulation concept using selective braking. ACC (2014)
Ning Hao, Misha Elena Kilmer, Karen S. Braman, Randy C. Hoover
Facial Recognition Using Tensor-Tensor Decompositions. SIAM J. Imaging Sci. 6 (1) (2013)
Priya S. Naik, Anthony A. Maciejewski, Rodney G. Roberts, Randy C. Hoover, Khaled M. Ben-Gharbia
An example of computing the failure-tolerant workspace area for a planar kinematically redundant robot. CASE (2013)
Misha Elena Kilmer, Karen S. Braman, Ning Hao, Randy C. Hoover
Third-Order Tensors as Operators on Matrices: A Theoretical and Computational Framework with Applications in Imaging. SIAM J. Matrix Anal. Appl. 34 (1) (2013)
Randy C. Hoover, Anthony A. Maciejewski, Rodney G. Roberts
Fast Eigenspace Decomposition of Images of Objects With Variation in Illumination and Pose. IEEE Trans. Syst. Man Cybern. Part B 41 (2) (2011)
Randy C. Hoover, Karen S. Braman, Ning Hao
Pose estimation from a single image using tensor decomposition and an algebra of circulants. IROS (2011)
Randy C. Hoover, Anthony A. Maciejewski, Rodney G. Roberts
(3) Using Spectral Theory. IEEE Trans. Image Process. 18 (11) (2009)
Randy C. Hoover, Anthony A. Maciejewski, Rodney G. Roberts
Designing Eigenspace Manifolds: With Application to Object Identification and Pose Estimation. SMC (2009)
Randy C. Hoover, Anthony A. Maciejewski, Rodney G. Roberts, Ryan P. Hoppal
An Illustration of Eigenspace Decomposition for Illumination Invariant Pose Estimation. SMC (2009)
Randy C. Hoover, Anthony A. Maciejewski, Rodney G. Roberts
-correlated images and discrete spherical harmonic transforms. ICRA (2008)
Randy C. Hoover, Anthony A. Maciejewski, Rodney G. Roberts
Pose detection of 3-D objects using images sampled on SO(3), spherical harmonics, and wigner-D matrices. CASE (2008)
Randy C. Hoover, Rodney G. Roberts, Anthony A. Maciejewski
Implementation issues in identifying the failure-tolerant workspace boundaries of a kinematically redundant manipulator. IROS (2007)