| Superpixel-based and Spatially-regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering K Cui, R Li, SL Polk, Y Lin, H Zhang, JM Murphy, RJ Plemmons, RH Chan IEEE Transactions on Geoscience and Remote Sensing, 2024 | 23 | 2024 |
| Unsupervised diffusion and volume maximization-based clustering of hyperspectral images SL Polk, K Cui, AHY Chan, DA Coomes, RJ Plemmons, JM Murphy Remote Sensing 15 (4), 1053, 2023 | 15* | 2023 |
| A multiscale environment for learning by diffusion JM Murphy, SL Polk Applied and Computational Harmonic Analysis 57, 58-100, 2022 | 14 | 2022 |
| Multiscale clustering of hyperspectral images through spectral-spatial diffusion geometry SL Polk, JM Murphy 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 4688 …, 2021 | 12 | 2021 |
| Improved tracking of sevoflurane anesthetic states with drug-specific machine learning models K Kashkooli, SL Polk, EY Hahm, J Murphy, BR Ethridge, J Gitlin, R Ibala, ... Journal of neural engineering 17 (4), 046020, 2020 | 9 | 2020 |
| Active diffusion and VCA-assisted image segmentation of hyperspectral images SL Polk, K Cui, RJ Plemmons, JM Murphy IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022 | 8 | 2022 |
| The nonuniversality of wealth distribution tails near wealth condensation criticality SL Polk, BM Boghosian SIAM Journal on Applied Mathematics 81 (4), 1717-1741, 2021 | 8 | 2021 |
| Unsupervised spatial-spectral hyperspectral image reconstruction and clustering with diffusion geometry K Cui, R Li, SL Polk, JM Murphy, RJ Plemmons, RH Chan 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution …, 2022 | 6 | 2022 |
| Unsupervised detection of ash dieback disease (Hymenoscyphus fraxineus) using diffusion-based hyperspectral image clustering SL Polk, AHY Chan, K Cui, RJ Plemmons, DA Coomes, JM Murphy IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022 | 5 | 2022 |
| Automatic detection of general anesthetic-states using ECG-derived autonomic nervous system features SL Polk, K Kashkooli, SB Nagaraj, S Chamadia, JM Murphy, H Sun, ... 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 3 | 2019 |
| Diffusion-based clustering of high-dimensional datasets SL Polk Tufts University, 2022 | 2 | 2022 |
| Drug-specific models improve the performance of an EEG-based automated brain-state prediction system K Kashkooli, SL Polk, S Chamadia, E Hahm, B Ethridge, J Gitlin, R Ibala, ... 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 2 | 2019 |
| Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment KC Chang, R Jensen, R Paleja, SL Polk, R Seater, J Steilberg, ... arXiv preprint arXiv:2412.17954, 2024 | | 2024 |
| Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment K Chestnut Chang, R Jensen, R Paleja, SL Polk, R Seater, J Steilberg, ... arXiv e-prints, arXiv: 2412.17954, 2024 | | 2024 |
| Unsupervised Behavior Inference From Human Action Sequences SL Polk, EJP Cancel, R Paleja, KC Chang, R Jensen, MD Ramirez 2024 IEEE Conference on Games (CoG), 1-8, 2024 | | 2024 |
James M. MurphyAssociate Professor, Tufts UniversityBestätigte E-Mail-Adresse bei tufts.edu