Concepedia

Robert E. Banfield

RE

6

Publications

650

Citations

6

H-Index

2004

Active since

Affiliations

University of South Florida(Current)

Sandia National Laboratories California

University of Notre Dame

Robert E. Banfield is an author at University of South Florida specializing in engineering, machine learning, and pattern recognition.

Top concepts

EngineeringMachine LearningPattern RecognitionStatisticsData MiningData ScienceKnowledge DiscoveryComputer ScienceStatistical InferenceManagement

Publications per year

2004–2008

6

Publications

6

A Comparison of Decision Tree Ensemble Creation Techniques

Robert E. Banfield, Lawrence Hall, Kevin W. Bowyer et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 374 citations

Ensemble diversity measures and their application to thinning

Robert E. Banfield, Lawrence Hall, Kevin W. Bowyer et al. · Information Fusion · 2004 · 216 citations

Engineering, Machine Learning, Diversity Technique +6

Comparing pure parallel ensemble creation techniques against bagging

Lawrence Hall, Kevin W. Bowyer, Robert E. Banfield et al. · 2004 · 26 citations

Cluster Computing, Engineering, Machine Learning +18

Using classifier ensembles to label spatially disjoint data

Larry Shoemaker, Robert E. Banfield, Lawrence Hall et al. · Information Fusion · 2007 · 12 citations

Classification Method, Engineering, Machine Learning +8

Semi-supervised learning on large complex simulations

John N. Korecki, Robert E. Banfield, Lawrence Hall et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 2008 · 12 citations

Artificial Intelligence, Engineering, Machine Learning +18

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