Alexander L. Strehl - Concepedia

Author

Alexander L. Strehl

Rutgers, The State University of New Jersey

Also Known As

A. Strehl, A.L. Strehl, Alexander L. Strehl, Alexander Strehl, Strehl, Alex, Strehl, Alexander L.

Publications

3.6K

Citations

H-Index

Concepts

All Affiliations

Rutgers, The State University of New Jersey The University of Texas at Austin Yahoo (United States)

About

Alexander L. Strehl is an author at Rutgers, The State University of New Jersey specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	16	17	2.1K
2	Management	4	4	663
3	Business	3	3	264
4	Business Analytics	2	2	134
5	Education	1	1	128

Alexander L. Strehl

Publications

3.3K

Citations

H-Index

Page 1

	Year	Citations
Impact of Similarity Measures on Web-page Clustering Alexander L. Strehl, Joydeep Ghosh, Raymond J. Mooney	2000	662
An analysis of model-based Interval Estimation for Markov Decision Processes Alexander L. Strehl, Michael L. Littman Journal of Computer and System Sciences EngineeringUncertainty QuantificationManagementMarkov KernelInterval Computation	2008	442
PAC model-free reinforcement learning Alexander L. Strehl, Lihong Li, Eric Wiewiora, Artificial IntelligenceModel-free LearningEngineeringMachine LearningData Science	2006	409
Cluster ensembles: a knowledge reuse framework for combining partitionings Alexander L. Strehl, Joydeep Ghosh National Conference on Artificial Intelligence Cluster ComputingCluster EnsemblesDocument ClusteringEngineeringMachine Learning	2002	321
Reinforcement Learning in Finite MDPs: PAC Analysis Alexander L. Strehl, Lihong Li, Michael L. Littman Journal of Machine Learning Research Mathematical ProgrammingNear-optimal BehaviorMachine LearningEngineeringStochastic Optimization	2009	199
A theoretical analysis of Model-Based Interval Estimation Alexander L. Strehl, Michael L. Littman Mathematical ProgrammingArtificial IntelligenceParameter EstimationEngineeringMachine Learning	2005	146
Knows what it knows: a framework for self-aware learning Lihong Li, Michael L. Littman, Thomas J. Walsh, Machine Learning Cognitive ScienceAutonomous LearningLearning SciencesLearning TheoryEducational Psychology	2010	128
Relationship-Based Clustering and Visualization for High-Dimensional Data Mining Alexander L. Strehl, Joydeep Ghosh INFORMS journal on computing EngineeringSimilarity MeasureRelationship-based ClusteringBig Data AnalyticsData Visualization	2003	120
Exploration scavenging John Langford, Alexander L. Strehl, Jennifer R. Wortman Contextual BanditSide InformationEngineeringData ScienceOnline Algorithm	2008	107
Efficient structure learning in factored-state MDPs Alexander L. Strehl, Carlos Diuk, Michael L. Littman National Conference on Artificial Intelligence Mathematical ProgrammingArtificial IntelligenceEngineeringMachine LearningMatrix Factorization	2007	106

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