D.M. Hummels

On the training of radial basis function classifiers

M.T. Musavi, W. Ahmed, K.H. Chan et al. · Neural Networks · 1992 · 571 citations

Support Vector Machine, Engineering, Machine Learning +5

Bayes Error Estimation Using Parzen and k-NN Procedures

Keinosuke Fukunaga, D.M. Hummels · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1987 · 128 citations

Experimental Results, Bayesian Statistic, Density Estimation +11

Improved compensation for analog-to-digital converters

F.H. Irons, D.M. Hummels, Simon Kennedy · IEEE Transactions on Circuits and Systems · 1991 · 87 citations

Engineering, Analog-to-digital Converter, Measurement +11

Leave-one-out procedures for nonparametric error estimates

Keinosuke Fukunaga, D.M. Hummels · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1989 · 87 citations

Error Estimate, Engineering, High-dimensional Method +9

On the generalization ability of neural network classifiers

M.T. Musavi, K.H. Chan, D.M. Hummels et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1994 · 74 citations

Data Classification, Classification Method, Engineering +15