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Brian Hutchinson
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Deep learning for unsupervised insider threat detection in structured cybersecurity data streams
A Tuor, S Kaplan, B Hutchinson, N Nichols, S Robinson
Workshops at the Thirty-First AAAI Conference on Artificial Intelligence, 2017
4002017
The seventeenth data release of the Sloan Digital Sky Surveys: Complete release of MaNGA, MaStar, and APOGEE-2 data
N Abdurro’uf, K Accetta, C Aerts, V Silva Aguirre, R Ahumada, ...
The Astrophysical Journal. Supplement Series 259 (2), 2022
3782022
Recurrent neural network attention mechanisms for interpretable system log anomaly detection
A Brown, A Tuor, B Hutchinson, N Nichols
Proceedings of the First Workshop on Machine Learning for Computing Systems, 1, 2018
2172018
Tensor deep stacking networks
B Hutchinson, L Deng, D Yu
IEEE transactions on pattern analysis and machine intelligence 35 (8), 1944-1957, 2012
1912012
Deep learning for semantic segmentation of defects in advanced STEM images of steels
G Roberts, SY Haile, R Sainju, DJ Edwards, B Hutchinson, Y Zhu
Scientific reports 9 (1), 12744, 2019
1302019
Annotating social acts: Authority claims and alignment moves in wikipedia talk pages
EM Bender, JT Morgan, M Oxley, M Zachry, B Hutchinson, A Marin, ...
Proceedings of the Workshop on Language in Social Media (LSM 2011), 48-57, 2011
942011
Recurrent Neural Network Language Models for Open Vocabulary Event-Level Cyber Anomaly Detection
AR Tuor, R Baerwolf, N Knowles, B Hutchinson, N Nichols, R Jasper
Workshops at the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
582018
A deep architecture with bilinear modeling of hidden representations: Applications to phonetic recognition
B Hutchinson, L Deng, D Yu
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
512012
Sequence-to-sequence neural networks for short-term electrical load forecasting in commercial office buildings
E Skomski, JY Lee, W Kim, V Chandan, S Katipamula, B Hutchinson
Energy and Buildings 226, 110350, 2020
492020
APOGEE Net: Improving the derived spectral parameters for young stars through deep learning
R Olney, M Kounkel, C Schillinger, MT Scoggins, Y Yin, E Howard, ...
The Astronomical Journal 159 (4), 182, 2020
422020
Systematic Evaluation of Backdoor Data Poisoning Attacks on Image Classifiers
L Truong, C Jones, B Hutchinson, A August, B Praggastis, R Jasper, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
422020
Predicting the Effect of Single and Multiple Mutations on Protein Structural Stability
R Dehghanpoor, E Ricks, K Hursh, S Gunderson, R Farhoodi, N Haspel, ...
Molecules 23 (2), 251, 2018
422018
Deep Learning for Classroom Activity Detection from Audio
R Cosbey, A Wusterbarth, B Hutchinson
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
402019
Unsupervised broadcast conversation speaker role labeling
B Hutchinson, B Zhang, M Ostendorf
2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010
402010
Subword-based modeling for handling oov words inkeyword spotting
Y He, B Hutchinson, P Baumann, M Ostendorf, E Fosler-Lussier, ...
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
332014
Tensor deep stacked neural network
D Yu, L Deng, B Hutchinson
US Patent 9,165,243, 2015
322015
Metric-Based Few-Shot Learning for Video Action Recognition
C Careaga, B Hutchinson, N Hodas, L Phillips
arXiv preprint arXiv:1909.09602, 2019
302019
Parallel Training of Deep Stacking Networks
L Deng, B Hutchinson, D Yu
Interspeech, 2012
292012
Deep learning for creating surrogate models of precipitation in Earth system models
T Weber, A Corotan, B Hutchinson, B Kravitz, R Link
Atmospheric Chemistry and Physics 20 (4), 2303-2317, 2020
272020
Explaining multimodal deceptive news prediction models
S Volkova, E Ayton, DL Arendt, Z Huang, B Hutchinson
Proceedings of the International AAAI Conference on Web and Social Media 13 …, 2019
272019
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