Journal ArticleDOI
Pattern Classification and Scene Analysis.
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This article is published in Journal of the American Statistical Association.The article was published on 1974-09-01. It has received 14948 citations till now.read more
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Leptin-specific patterns of gene expression in white adipose tissue
TL;DR: expression monitoring of 6500 genes using oligonucleotide microarrays in wild-type, ob/ob, and transgenic mice expressing low levels of leptin revealed that differences in ambient leptin levels have dramatic effects on the phenotype of white adipose tissue.
Journal ArticleDOI
Navigation for an intelligent mobile robot
TL;DR: A learning technique is described in which the robot develops a global model and a network of places, which is useful for navigation in a finite, pre-learned domain such as a house, office, or factory.
Journal ArticleDOI
Modified Quadratic Discriminant Functions and the Application to Chinese Character Recognition
TL;DR: Two types of modified quadratic disriminant functions (MQDF1, MQDF2) which are less sensitive to the estimation error of the covariance matrices are proposed.
Proceedings ArticleDOI
Feedforward neural networks with random weights
TL;DR: It is shown that a large fraction of the parameters (the weights of neural networks) are of less importance and do not need to be measured with high accuracy and therefore the reported experiments seem to be more realistic from a classical point of view.
Journal ArticleDOI
Pairwise data clustering by deterministic annealing
TL;DR: A deterministic annealing approach to pairwise clustering is described which shares the robustness properties of maximum entropy inference and the resulting Gibbs probability distributions are estimated by mean-field approximation.