Bradley M. Whitaker

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 11

Top Topics

Dictionary Learning

Feature Extraction

Top Venues

Publications

Sepideh Radhoush, Trevor C. Vannoy, Bradley M. Whitaker, M. Hashem Nehrir
Random Forest Meta Learner for Generating Pseudo-Measurements in Active Distribution Power Networks. ISGT (2023)
Kaveen Liyanage, Reese Pearsall, Clemente Izurieta, Bradley M. Whitaker
Dictionary Learning on Graph Data with Weisfieler-Lehman Sub-Tree Kernel and Ksvd. ICASSP (2023)
Trevor C. Vannoy, Nathaniel B. Sweeney, Joseph A. Shaw, Bradley M. Whitaker
Comparison of Supervised Learning and Changepoint Detection for Insect Detection in Lidar Data. Remote. Sens. 15 (24) (2023)
Kaveen Liyanage, Fereshteh Ramezani, Bradley M. Whitaker
Covid-19 Chest CT Scan Image Classification Using LCKSVD and Frozen Sparse Coding. MICAD (2021)
Trevor C. Vannoy, Trey P. Scofield, Joseph A. Shaw, Riley D. Logan, Bradley M. Whitaker, Elizabeth M. Rehbein
Detection of Insects in Class-Imbalanced Lidar Field Measurements. MLSP (2021)
Garrett Perkins, Chase McGlinn, Muhammad Rizwan, Bradley M. Whitaker
Detecting Cardiac Abnormalities From 12-lead ECG Signals Using Feature Selection, Feature Extraction, and Machine Learning Classification. CinC (2020)
Erik H. Gilbertson, Khristian M. Jones, Abigail M. Stroh, Bradley M. Whitaker
Early Detection of Sepsis Using Feature Selection, Feature Extraction, and Neural Network Classification. CinC (2019)
Bradley M. Whitaker, David V. Anderson
Using Block Coordinate Descent to Learn Sparse Coding Dictionaries with a Matrix Norm Update. ICASSP (2018)
Brandon T. Carroll, Bradley M. Whitaker, Wayne Daley, David V. Anderson
Outlier Learning via Augmented Frozen Dictionaries. IEEE ACM Trans. Audio Speech Lang. Process. 25 (6) (2017)
Bradley M. Whitaker, Muhammed Rizwan, Varol Burak Aydemir, James M. Rehg, David V. Anderson
AF Classification from ECG Recording Using Feature Ensemble and Sparse Coding. CinC (2017)
Bradley M. Whitaker, David V. Anderson
Heart Sound Classification via Sparse Coding. CinC (2016)
Bradley M. Whitaker, David V. Anderson
Learning anomalous features via sparse coding using matrix norms. SP/SPE (2015)
Bradley M. Whitaker, Brandon T. Carroll, Wayne Daley, David V. Anderson
Sparse decomposition of audio spectrograms for automated disease detection in chickens. GlobalSIP (2014)