Brian Hutchinson

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Citations	1015	768
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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
Yuanyuan ZhuUniversity of Connecticut, Pacific Northwest National LaboratoryVerified email at uconn.edu
Rajat SainjuUniversity of ConnecticutVerified email at uconn.edu
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
Peter BaumannDepartment of Linguistics, Northwestern UniversityVerified email at u.northwestern.edu
Kevin CoveyWestern Washington Univ.Verified email at wwu.edu
Marina KounkelUniversity of MichiganVerified email at umich.edu
Ben KravitzIndiana UniversityVerified email at iu.edu
Yanzhang HeGoogle Inc.Verified email at google.com
Emily M. BenderProfessor, Dept of Linguistics, University of WashingtonVerified email at uw.edu

Brian Hutchinson

Associate Professor, Western Washington University

Verified email at wwu.edu - Homepage

Machine Learning Speech and Language Processing Deep Learning


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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	211	2017
Tensor deep stacking networks B Hutchinson, L Deng, D Yu IEEE transactions on pattern analysis and machine intelligence 35 (8), 1944-1957, 2012	163	2012
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	87	2018
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	83	2011
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	46	2012
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	42	2019
Unsupervised broadcast conversation speaker role labeling B Hutchinson, B Zhang, M Ostendorf 2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010	35	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	31	2014
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	30	2018
Parallel Training of Deep Stacking Networks L Deng, B Hutchinson, D Yu Interspeech, 2012	25	2012
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	23	2013
Tensor deep stacked neural network D Yu, L Deng, B Hutchinson US Patent 9,165,243, 2015	21	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	19	2018
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
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 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	13	2017
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	12	2019
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	12	2015
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	11	2019
Learning non-parametric models of pronunciation B Hutchinson, J Droppo 2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011	11	2011

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