Journal ArticleDOI
Probabilistic neural networks
TLDR
A probabilistic neural network that can compute nonlinear decision boundaries which approach the Bayes optimal is formed, and a fourlayer neural network of the type proposed can map any input pattern to any number of classifications.About:
This article is published in Neural Networks.The article was published on 1990-01-01. It has received 3772 citations till now. The article focuses on the topics: Probabilistic neural network & Activation function.read more
Citations
More filters
Journal ArticleDOI
Attention Deficit Hyperactivity Disorder Diagnosis using non-linear univariate and multivariate EEG measurements: a preliminary study
TL;DR: Two classification algorithms for discriminating ADHD children from normal children using their resting state Electroencephalography (EEG) signals are proposed and entropy mapping as a useful tool was used to visually track changes of entropies in various brain regions.
Journal ArticleDOI
Automatic prediction of chronic obstructive pulmonary disease exacerbations through home telemonitoring of symptoms.
TL;DR: The proposed questionnaire and the designed automatic classifier could support the early detection of COPD exacerbations of benefit to both physicians and patients.
Journal ArticleDOI
Underwater Target Tracking Using Forward-Looking Sonar for Autonomous Underwater Vehicles.
TL;DR: An online processing framework based on forward-looking-sonar (FLS) images is described, and a novel tracking approach based on a Gaussian particle filter (GPF) to resolve persistent multiple-target tracking in cluttered environments is presented.
Journal ArticleDOI
A multi-agent reinforcement learning approach to robot soccer
Yong Duan,Bao Xia Cui,Xin He Xu +2 more
TL;DR: A novel agent action prediction method based on the probabilistic neural network (PNN) is used to predict the actions of other agents and the application of presented method to robot soccer is studied.
Journal ArticleDOI
Classification of 7 monofloral honey varieties by PTR-ToF-MS direct headspace analysis and chemometrics.
Erna Schuhfried,José Sánchez del Pulgar,Marco Bobba,Roberto Piro,Luca Cappellin,Tilmann D. Märk,Franco Biasioli +6 more
TL;DR: Proton transfer reaction-time of flight-mass spectrometry, PTR-ToF-MS, coupled to chemometrics is presented as a successful tool in the classification of monofloral honeys, which should serve in fraud protection against mispresentation of the floral origin of honey.
References
More filters
Journal ArticleDOI
Nearest neighbor pattern classification
Thomas M. Cover,Peter E. Hart +1 more
TL;DR: The nearest neighbor decision rule assigns to an unclassified sample point the classification of the nearest of a set of previously classified points, so it may be said that half the classification information in an infinite sample set is contained in the nearest neighbor.
Journal ArticleDOI
On Estimation of a Probability Density Function and Mode
TL;DR: In this paper, the problem of the estimation of a probability density function and of determining the mode of the probability function is discussed. Only estimates which are consistent and asymptotically normal are constructed.
Book
Introduction to the Theory of Statistics
TL;DR: In this article, a tabular summary of parametric families of distributions is presented, along with a parametric point estimation method and a nonparametric interval estimation method for point estimation.
Journal ArticleDOI
Introduction to the Theory of Statistics.
Jacob Wolfowitz,A. M. Mood +1 more
TL;DR: In this article, a tabular summary of parametric families of distributions is presented, along with a parametric point estimation method and a nonparametric interval estimation method for point estimation.
Journal ArticleDOI