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Milos Hauskrecht
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Obtaining well calibrated probabilities using bayesian binning
MP Naeini, G Cooper, M Hauskrecht
Proceedings of the AAAI conference on artificial intelligence 29 (1), 2015
12772015
Value-function approximations for partially observable Markov decision processes
M Hauskrecht
Journal of Artificial Intelligence Research 13, 33-94, 2000
7322000
Hierarchical solution of Markov decision processes using macro-actions
M Hauskrecht, N Meuleau, LP Kaelbling, TL Dean, C Boutilier
arXiv preprint arXiv:1301.7381, 2013
4022013
Solving very large weakly coupled Markov decision processes
N Meuleau, M Hauskrecht, KE Kim, L Peshkin, LP Kaelbling, TL Dean, ...
AAAI/IAAI, 165-172, 1998
2861998
Planning treatment of ischemic heart disease with partially observable Markov decision processes
M Hauskrecht, H Fraser
Artificial intelligence in medicine 18 (3), 221-244, 2000
2362000
Mining recent temporal patterns for event detection in multivariate time series data
I Batal, D Fradkin, J Harrison, F Moerchen, M Hauskrecht
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
2202012
A pattern mining approach for classifying multivariate temporal data
I Batal, H Valizadegan, GF Cooper, M Hauskrecht
2011 IEEE International Conference on Bioinformatics and Biomedicine, 358-365, 2011
178*2011
A temporal pattern mining approach for classifying electronic health record data
I Batal, H Valizadegan, GF Cooper, M Hauskrecht
ACM Transactions on Intelligent Systems and Technology (TIST) 4 (4), 1-22, 2013
1702013
Outlier detection for patient monitoring and alerting
M Hauskrecht, I Batal, M Valko, S Visweswaran, GF Cooper, G Clermont
Journal of biomedical informatics 46 (1), 47-55, 2013
1682013
Incremental methods for computing bounds in partially observable Markov decision processes
M Hauskrecht
AAAI/IAAI, 734-739, 1997
1061997
Solving factored MDPs with continuous and discrete variables
CE Guestrin, M Hauskrecht, B Kveton
arXiv preprint arXiv:1207.4150, 2012
972012
Learning classification models with soft-label information
Q Nguyen, H Valizadegan, M Hauskrecht
Journal of the American Medical Informatics Association 21 (3), 501-508, 2014
952014
Planning and control in stochastic domains with imperfect information
M Hauskrecht
Massachusetts Institute of Technology, 1997
931997
Multivariate time series classification with temporal abstractions
I Batal, L Sacchi, R Bellazzi, M Hauskrecht
Twenty-Second International FLAIRS Conference, 2009
862009
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
Linear program approximations for factored continuous-state Markov decision processes
M Hauskrecht, B Kveton
Advances in Neural Information Processing Systems 16, 2003
762003
Solving factored MDPs with hybrid state and action variables
B Kveton, M Hauskrecht, C Guestrin
Journal of Artificial Intelligence Research 27, 153-201, 2006
732006
Learning classification models from multiple experts
H Valizadegan, Q Nguyen, M Hauskrecht
Journal of biomedical informatics 46 (6), 1125-1135, 2013
672013
A supervised time series feature extraction technique using dct and dwt
I Batal, M Hauskrecht
2009 international conference on machine learning and applications, 735-739, 2009
642009
Conditional outlier detection for clinical alerting
M Hauskrecht, M Valko, I Batal, G Clermont, S Visweswaran, GF Cooper
AMIA annual symposium proceedings 2010, 286, 2010
632010
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