| 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 | 100 | 2017 |
| 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 | 35 | 2018 |
| Heart sound classification via sparse coding BM Whitaker, DV Anderson 2016 Computing in Cardiology Conference (CinC), 805-808, 2016 | 22 | 2016 |
| 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 | 21 | 2014 |
| 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 | 13 | 2023 |
| 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 | 12 | 2017 |
| 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 | 12 | 2017 |
| 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 | 10 | 2022 |
| 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 | 9 | 2023 |
| 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 | 9 | 2013 |
| 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 | 6 | 2021 |
| 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 | 6 | 2015 |
| Touchless respiratory monitor preliminary data and results B Hill, R Stapley, MSB Nesar, BM Whitaker 2021 IEEE Aerospace Conference (50100), 1-7, 2021 | 5 | 2021 |
| 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 | 5 | 2013 |
| 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 | 4 | 2022 |
| 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 | 3 | 2022 |
| 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 | 3 | 2021 |
| Satellite image classification using LC-KSVD sparse coding K Liyanage, BM Whitaker 2020 Intermountain Engineering, Technology and Computing (IETC), 1-6, 2020 | 3 | 2020 |
| Early detection of sepsis using feature selection, feature extraction, and neural network classification EH Gilbertson, KM Jones, AM Stroh, BM Whitaker 2019 Computing in Cardiology (CinC), Page 1-Page 4, 2019 | 3 | 2019 |
| An Overview of Supervised Machine Learning Approaches for Applications in Active Distribution Networks S Radhoush, BM Whitaker, H Nehrir Energies 16 (16), 5972, 2023 | 2 | 2023 |
David V. AndersonGeorgia TechVerified email at gatech.edu
