Learning good prototypes for classification using filtering and abstraction of instances

UCI Repository of machine learning databases

Catherine Blake · Medical Entomology and Zoology · 1998 · 10.5K citations

Data Classification, Engineering, Machine Learning +8

Instance-Based Learning Algorithms

David W. Aha, Dennis Kibler, Marc K. Albert · Machine Learning · 1991 · 4.1K citations · Full text

Artificial Intelligence, Instance-based Learning, Multiple Instance Learning +10

Instance-based learning algorithms

David W. Aha, Dennis Kibler, Marc K. Albert · Machine Learning · 1991 · 2.9K citations · Full text

Artificial Intelligence, Instance-based Learning, Multiple Instance Learning +10

Asymptotic Properties of Nearest Neighbor Rules Using Edited Data

Dennis L. Wilson · IEEE Transactions on Systems Man and Cybernetics · 1972 · 2.1K citations

Engineering, Machine Learning, Optimization-based Data Mining +17

The condensed nearest neighbor rule (Corresp.)

Peter E. Hart · IEEE Transactions on Information Theory · 1968 · 1.7K citations

Engineering, Data Mining, Pattern Recognition +5