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Bradley M. Whitaker
Bradley M. Whitaker
Assistant Professor, Montana State University
Geverifieerd e-mailadres voor montana.edu
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Combining sparse coding and time-domain features for heart sound classification
BM Whitaker, PB Suresha, C Liu, GD Clifford, DV Anderson
Physiological measurement 38 (8), 1701, 2017
1062017
AF detection from ECG recordings using feature selection, sparse coding, and ensemble learning
M Rizwan, BM Whitaker, DV Anderson
Physiological Measurement 39 (12), 124007, 2018
372018
Heart sound classification via sparse coding
BM Whitaker, DV Anderson
2016 Computing in Cardiology Conference (CinC), 805-808, 2016
222016
Sparse decomposition of audio spectrograms for automated disease detection in chickens
BM Whitaker, BT Carroll, W Daley, DV Anderson
2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2014
222014
Distribution system state estimation and false data injection attack detection with a multi-output deep neural network
S Radhoush, T Vannoy, K Liyanage, BM Whitaker, H Nehrir
Energies 16 (5), 2288, 2023
152023
AF classification from ECG recording using feature ensemble and sparse coding
BM Whitaker, M Rizwan, VB Aydemir, JM Rehg, DV Anderson
2017 Computing in Cardiology (CinC), 1-4, 2017
132017
Automatic detection of multilayer hexagonal boron nitride in optical images using deep learning-based computer vision
F Ramezani, S Parvez, JP Fix, A Battaglin, S Whyte, NJ Borys, ...
Scientific Reports 13 (1), 1595, 2023
122023
Predicting Length of Stay using machine learning for total joint replacements performed at a rural community hospital
S Sridhar, B Whitaker, A Mouat-Hunter, B McCrory
PLoS One 17 (11), e0277479, 2022
122022
Outlier learning via augmented frozen dictionaries
BT Carroll, BM Whitaker, W Dayley, DV Anderson
IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 (6), 1207 …, 2017
122017
Frequency dependence of slab coupled optical sensor sensitivity
S Chadderdon, BM Whitaker, E Whiting, D Perry, RH Selfridge, ...
Applied Optics 52 (27), 6771-6775, 2013
92013
Detection of insects in class-imbalanced lidar field measurements
TC Vannoy, TP Scofield, JA Shaw, RD Logan, BM Whitaker, EM Rehbein
2021 IEEE 31st International Workshop on Machine Learning for Signal …, 2021
62021
Learning anomalous features via sparse coding using matrix norms
BM Whitaker, DV Anderson
2015 IEEE Signal Processing and Signal Processing Education Workshop (SP/SPE …, 2015
62015
Simultaneous state estimation and bad data detection on PMU measurements in active distribution power networks
S Radhoush, T Vannoy, BM Whitaker, H Nehrir
2022 North American Power Symposium (NAPS), 1-6, 2022
52022
Improving touchless respiratory monitoring via lidar orientation and thermal imaging
MSB Nesar, K Trippe, R Stapley, BM Whitaker, B Hill
2022 IEEE Aerospace Conference (AERO), 1-8, 2022
52022
Touchless respiratory monitor preliminary data and results
B Hill, R Stapley, MSB Nesar, BM Whitaker
2021 IEEE Aerospace Conference (50100), 1-7, 2021
52021
Slab coupled optical fiber sensor calibration
B Whitaker, J Noren, S Chadderdon, W Wang, R Forber, R Selfridge, ...
Review of Scientific Instruments 84 (2), 2013
52013
Random Forest Meta Learner for Generating Pseudo-Measurements in Active Distribution Power Networks
S Radhoush, T Vannoy, BM Whitaker, H Nehrir
2023 IEEE Power & Energy Society Innovative Smart Grid Technologies …, 2023
42023
An Overview of Supervised Machine Learning Approaches for Applications in Active Distribution Networks
S Radhoush, BM Whitaker, H Nehrir
Energies 16 (16), 5972, 2023
32023
Applying Gaussian mixture models to detect fish from airborne LiDAR measurements
TP Scofield, J Belfort, JH Churnside, MR Roddewig, JA Shaw, ...
2021 IEEE Research and Applications of Photonics in Defense Conference …, 2021
32021
Machine learning-based region of interest detection in airborne lidar fisheries surveys
TC Vannoy, J Belford, JN Aist, KR Rust, MR Roddewig, JH Churnside, ...
Journal of Applied Remote Sensing 15 (3), 038503-038503, 2021
32021
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Artikelen 1–20