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Tomas Singliar
Tomas Singliar
Microsoft (Azure ML). Formerly Amazon, Boeing Research
Verified email at microsoft.com - Homepage
Title
Cited by
Cited by
Year
Noisy-or component analysis and its application to link analysis
T Šingliar, M Hauskrecht
The Journal of Machine Learning Research 7, 2189-2213, 2006
812006
Learning to detect incidents from noisily labeled data
T Šingliar, M Hauskrecht
Machine learning 79, 335-354, 2010
302010
Towards a learning traffic incident detection system
T Singliar, M Hauskrecht
Proc. Workshop on Machine learning Algorithms for Surveillance and Event …, 2006
212006
Modeling highway traffic volumes
T Šingliar, M Hauskrecht
Machine Learning: ECML 2007, 732-739, 2007
192007
Monte-Carlo optimizations for resource allocation problems in stochastic network systems
M Hauskrecht, T Singliar
arXiv preprint arXiv:1212.2481, 2012
122012
Efficient inference in persistent dynamic Bayesian networks
T Singliar, D Dash
arXiv preprint arXiv:1206.3289, 2012
102012
On synchronicity and concurrency in Petri nets
G Juhás, R Lorenz, T Šingliar
Applications and Theory of Petri Nets 2003: 24th International Conference …, 2003
102003
Learning to detect adverse traffic events from noisily labeled data
T Šingliar, M Hauskrecht
European Conference on Principles of Data Mining and Knowledge Discovery …, 2007
72007
Online Temporal Clustering for Outbreak Detection
T Singliar, D Dash
52007
Methods and systems for processing natural language for machine learning
T Singliar, WR Murray, RE Cranfill, DD Margineantu
US Patent 9,418,059, 2016
42016
Monitoring state of health information for components
T Singliar
US Patent 8,744,985, 2014
42014
Spatiotemporal Extensions to a Controlled Natural Language
WR Murray, T Singliar
Controlled Natural Language: Third International Workshop, CNL 2012, Zurich …, 2012
42012
Scaling up inverse reinforcement learning through instructed feature construction
T Singliar, D Marginenantu
Snowbird Learning Workshop, 2011
42011
Machine learning solutions for transportation networks
T Singliar
University of Pittsburgh, 2008
42008
Variational learning for noisy-or component analysis
T Singliar, M Hauskrecht
Proceedings of the 2005 SIAM International Conference on Data Mining, 370-379, 2005
32005
Methods and systems for estimating subject intent from surveillance
DD Margineantu, T Singliar
US Patent 8,756,177, 2014
22014
Monitoring state of health information for components
T Singliar
US Patent 8,533,133, 2013
22013
Methods and systems for estimating subject cost from surveillance
T Singliar, DD Margineantu
US Patent 8,959,042, 2015
2015
Interpreting spatiotemporal expressions from english to fuzzy logic
WR Murray, P Harrison, T Singliar
Theory, Practice, and Applications of Rules on the Web: 7th International …, 2013
2013
Scalable Inverse Reinforcement Learning via Instructed Feature Construction
T Singliar, DD Margineantu
Workshops at the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2012
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Articles 1–20