Paul E. Utgoff - Concepedia

Author

Paul E. Utgoff

University of Massachusetts Amherst

Also Known As

P.E. Utgoff, PAUL E. UTGOFF, Paul E. Utgoff, Paul E.Utgoff, Paul Utgoff, Utgoff, Paul E.

Publications

4.6K

Citations

H-Index

Concepts

All Affiliations

University of Massachusetts Amherst Purdue University West Lafayette Rutgers, The State University of New Jersey

About

Paul E. Utgoff is an author at University of Massachusetts Amherst specializing in engineering, computer science, and knowledge discovery.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	12	13	1.1K
2	Education	4	4	450
3	Business	2	2	35
4	Language Studies	1	1	58
5	Management	1	1	57

Paul E. Utgoff

Publications

3.4K

Citations

H-Index

Page 1

	Year	Citations
Incremental Induction of Decision Trees Paul E. Utgoff Machine Learning	1989	792
Decision Tree Induction Based on Efficient Tree Restructuring Paul E. Utgoff, Neil C. Berkman, Jeffery A. Clouse Machine Learning	1997	356
Multivariate Decision Trees Carla E. Brodley, Paul E. Utgoff Machine Learning EngineeringData MiningPattern RecognitionDecision TreePredictive Analytics	1995	350
Shift of bias for inductive concept learning Paul E. Utgoff Concept FormationMachine LearningEducational PsychologyEducationCognition	1984	288
RAPID: Research on Automated Plankton Identification Mark C. Benfield, Philippe Grosjean, Phil Culverhouse, Oceanography	2007	276
Multivariate decision trees Carla E. Brodley, Paul E. Utgoff Machine Learning EngineeringData MiningPattern RecognitionDecision TreePredictive Analytics	1995	235
Many-Layered Learning Paul E. Utgoff, David John Stracuzzi Neural Computation Artificial IntelligenceKnowledge BaseKnowledge RepresentationIncremental LearningEngineering	2002	124
Automatic In Situ Identification of Plankton Matthew B. Blaschko, Gary Holness, Marwan Mattar, EngineeringMarine ChemistryOceanographyEarth ScienceMarine Environment	2005	80
Learning Problem-Solving Heuristics Through Practice. Tom M. Mitchell, Paul E. Utgoff, Bernard Nudel, International Joint Conference on Artificial Intelligence Problem-based LearningMathematics EducationProblem Solving EnvironmentLearning SciencesEducation	1981	71
On integrating apprentice learning and reinforcement learning Jeffery A. Clouse, Paul E. Utgoff ScholarWorks@UMassAmherst (University of Massachusetts Amherst) Artificial IntelligenceCognitive ScienceEngineeringReinforcement Learning PerformReward Hacking	1996	67

Page 1