Miloš Hauskrecht - Concepedia

Author

Miloš Hauskrecht

Also Known As

Hauskrecht Milos, Hauskrecht, Milos, M Hauskrecht, M. HAUSKRECHT, M. Hauskrecht, Milos Hauskrecht, Miloš Hauskrecht, Valko, Michal

210

Publications

4.9K

Citations

H-Index

129

Concepts

All Affiliations

University of Pittsburgh

About

Miloš Hauskrecht is an author at University of Pittsburgh specializing in engineering, data science, and data mining.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	25	47	3.1K
2	Medicine	14	15	560
3	Public Health	12	12	413
4	Management	11	12	1.9K
5	Business	2	2	54

Miloš Hauskrecht

Publications

4.3K

Citations

H-Index

Page 1

	Year	Citations
Obtaining Well Calibrated Probabilities Using Bayesian Binning Mahdi Pakdaman Naeini, Gregory Cooper, Miloš Hauskrecht Proceedings of the AAAI Conference on Artificial Intelligence Artificial IntelligenceBayesian StatisticEngineeringMachine LearningProbabilistic Learning	2015	903
Value-Function Approximations for Partially Observable Markov Decision Processes Miloš Hauskrecht Journal of Artificial Intelligence Research Mathematical ProgrammingArtificial IntelligenceEngineeringAgent Navigation DomainValue Function Approximation	2000	532
Hierarchical Solution of Markov Decision Processes using Macro-actions Miloš Hauskrecht, Nicolas Meuleau, Leslie Pack Kaelbling, arXiv (Cornell University) Artificial IntelligenceEngineeringTask PlanningHierarchical SolutionFormal Verification	2013	224
Planning treatment of ischemic heart disease with partially observable Markov decision processes Miloš Hauskrecht, Hamish Fraser Artificial Intelligence in Medicine Markov Decision ProcessIschemic Heart DiseaseUncertainty QuantificationManagementTreatment Planning	2000	173
Solving very large weakly coupled Markov decision processes Nicolas Meuleau, Miloš Hauskrecht, Kee-Eung Kim,	1998	173
Mining recent temporal patterns for event detection in multivariate time series data Iyad Batal, Dmitriy Fradkin, James H. Harrison, EngineeringMachine LearningPattern Mining TechniquesPattern DiscoveryDiagnosis	2012	163
A temporal pattern mining approach for classifying electronic health record data Iyad Batal, Hamed Valizadegan, Gregory F. Cooper, ACM Transactions on Intelligent Systems and Technology	2013	145
Outlier detection for patient monitoring and alerting Miloš Hauskrecht, Iyad Batal, Michal Vaľko, Journal of Biomedical Informatics Anomaly DetectionEngineeringData ScienceData MiningOutlier Detection	2012	141
Learning classification models with soft-label information Quang Uy Nguyen, Hamed Valizadegan, Miloš Hauskrecht Journal of the American Medical Informatics Association	2013	74
A Pattern Mining Approach for Classifying Multivariate Temporal Data Iyad Batal, Hamed Valizadegan, Gregory F. Cooper, Pattern Mining ApproachEngineeringMachine LearningPattern MiningText Mining	2011	72

Page 1