Brian Hutchinson

Cited by

	All	Since 2016
Citations	836	596
h-index	15	12
i10-index	19	15

220

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165

2010201120122013201420152016201720182019202020216 12 33 50 54 74 63 69 99 153 202 9

Co-authors

Mari OstendorfProfessor, Electrical Engineering, University of WashingtonVerified email at uw.edu
Aaron TuorPacific Northwest National LaboratoryVerified email at pnnl.gov
Nicole NicholsSenior Research Scientist, Pacific Northwest National LaboratoryVerified email at pnnl.gov
Dong Yu (俞栋)Distinguished Scientist and Vice General Manager, Tencent AI LabVerified email at tencent.com
Alex MarinSenior Applied Scientist, MicrosoftVerified email at microsoft.com
Filip JagodzinskiAssociate Professor, Computer Science, Western Washington UniversityVerified email at wwu.edu
Maryam FazelProfessor of Electrical and Computer Engineering, University of WashingtonVerified email at uw.edu
Jonathan T. MorganCrowdStrike, University of WashingtonVerified email at uw.edu
Meghan A. OxleyUniversity of WashingtonVerified email at uw.edu
M ZachryProfessor of Human Centered Design & Engineering | University of WashingtonVerified email at uw.edu
Janet B. PierrehumbertProf. of Language Modelling, Univ. of Oxford Dept. of Engineering ScienceVerified email at oerc.ox.ac.uk
Eric Fosler-LussierProfessor of Computer Science & Engineering, The Ohio State UniversityVerified email at cse.ohio-state.edu
Yuanyuan ZhuUniversity of Connecticut, Pacific Northwest National LaboratoryVerified email at uconn.edu
Rajat SainjuUniversity of ConnecticutVerified email at uconn.edu
Peter BaumannDepartment of Linguistics, Northwestern UniversityVerified email at u.northwestern.edu
Yanzhang HeGoogle Inc.Verified email at google.com
Emily M. BenderProfessor, Dept of Linguistics, University of WashingtonVerified email at uw.edu
Nurit HaspelAssociate Professor of Computer Science, University of Massachusetts BostonVerified email at umb.edu
Rob JasperPacific NW National LabVerified email at pnnl.gov
Ellyn AytonPacific Northwest National LaboratoryVerified email at pnnl.gov

Brian Hutchinson

Associate Professor, Western Washington University

Verified email at wwu.edu - Homepage

Machine Learning Speech and Language Processing Deep Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	156	2017
Tensor deep stacking networks B Hutchinson, L Deng, D Yu IEEE transactions on pattern analysis and machine intelligence 35 (8), 1944-1957, 2012	155	2012
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	80	2011
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	64	2018
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	45	2012
Unsupervised broadcast conversation speaker role labeling B Hutchinson, B Zhang, M Ostendorf 2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010	33	2010
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	30	2014
Parallel Training of Deep Stacking Networks L Deng, B Hutchinson, D Yu Interspeech, 2012	24	2012
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	22	2018
Learning phrase patterns for text classification B Zhang, A Marin, B Hutchinson, M Ostendorf IEEE transactions on audio, speech, and language processing 21 (6), 1180-1189, 2013	22	2013
Tensor deep stacked neural network D Yu, L Deng, B Hutchinson US Patent 9,165,243, 2015	17	2015
What i know is...: establishing credibility on Wikipedia talk pages M Oxley, JT Morgan, M Zachry, B Hutchinson Proceedings of the 6th International Symposium on Wikis and Open …, 2010	17	2010
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), 1-12, 2019	16	2019
A sparse plus low-rank exponential language model for limited resource scenarios B Hutchinson, M Ostendorf, M Fazel IEEE/ACM Transactions on Audio, Speech, and Language Processing 23 (3), 494-504, 2015	16	2015
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	15	2018
Predicting the Effect of Point Mutations on Protein Structural Stability R Farhoodi, M Shelbourne, R Hsieh, N Haspel, B Hutchinson, ... Proceedings of the 8th ACM International Conference on Bioinformatics …, 2017	12	2017
Using pronunciation-based morphological subword units to improve OOV handling in keyword search Y He, P Baumann, H Fang, B Hutchinson, A Jaech, M Ostendorf, ... IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (1), 79-92, 2015	11	2015
Learning non-parametric models of pronunciation B Hutchinson, J Droppo 2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011	11	2011
Extracting phrase patterns with minimum redundancy for unsupervised speaker role classification B Zhang, B Hutchinson, W Wu, M Ostendorf Human Language Technologies: The 2010 Annual Conference of the North …, 2010	11	2010
The Tensor Deep Stacking Network Toolkit D Palzer, B Hutchinson 2015 International Joint Conference on Neural Networks (IJCNN), 1-5, 2015	8	2015

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