Concepedia

Richard Maclin

RM

Statistics

Publications

18

Citations

4K

H-Index

15

Active since

1993

Affiliations

University of Minnesota, Duluth(Current)

University of Wisconsin–Madison

University of Minnesota

University of Montana

Rensselaer Polytechnic Institute

Richard Maclin is an author at University of Minnesota, Duluth specializing in knowledge discovery, engineering, and data mining.

Top concepts

Data MiningEngineeringData ScienceMachine LearningKnowledge DiscoveryPattern RecognitionManagementClassificationComputer ScienceEnsemble Methods

Publications per year

1993–2021

18

Publications

18

Popular Ensemble Methods: An Empirical Study

David W. Opitz, Richard Maclin · Journal of Artificial Intelligence Research · 1999 · 2.9K citations · Full text

Engineering, Machine Learning, Boosting Decision Trees +21

An empirical evaluation of bagging and boosting

Richard Maclin, David W. Opitz · 1997 · 255 citations

Exploiting unlabeled data in ensemble methods

Kristin P. Bennett, Ayhan Demiriz, Richard Maclin · 2002 · 167 citations

Artificial Intelligence, Engineering, Machine Learning +20

Combining the predictions of multiple classifiers: using competitive learning to initialize neural networks

Richard Maclin, Jude Shavlik · 1995 · 111 citations

Creating advice-taking reinforcement learners

Richard Maclin, Jude Shavlik · Machine Learning · 1996 · 101 citations · Full text

Artificial Intelligence, Cognitive Science, Autonomous Learning +7

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