An Adaptive Neural Network Classifier for Tropical Cyclone Prediction Using a Two-Layer Feature Selector

2005 ◽  
pp. 399-404 ◽  
Author(s):  
Bo Feng ◽  
James N. K. Liu
Keyword(s):  
Neural Network ◽  
Tropical Cyclone ◽  
Neural Network Classifier ◽  
Adaptive Neural Network ◽  
Feature Selector ◽  
Cyclone Prediction

FANNC: A Fast Adaptive Neural Network Classifier

2000 ◽  
Vol 2 (1) ◽  
pp. 115-129 ◽  
Author(s):  
Zhihua Zhou ◽  
Shifu Chen ◽  
Zhaoqian Chen
Keyword(s):  
Neural Network ◽  
Neural Network Classifier ◽  
Adaptive Neural Network

scholarly journals Adaptive neural network classifier for decoding MEG signals

NeuroImage ◽  
2019 ◽  
Vol 197 ◽  
pp. 425-434 ◽  
Author(s):  
Ivan Zubarev ◽  
Rasmus Zetter ◽  
Hanna-Leena Halme ◽  
Lauri Parkkonen
Keyword(s):  
Neural Network ◽  
Neural Network Classifier ◽  
Adaptive Neural Network

Decision Support for Psychiatric Diagnosis Based on a Simple Questionnaire

1997 ◽  
Vol 36 (04/05) ◽  
pp. 349-351
Author(s):  
H. Mizuta ◽  
K. Kawachi ◽  
H. Yoshida ◽  
K. Iida ◽  
Y. Okubo ◽  
...  
Keyword(s):  
Neural Network ◽  
Decision Support ◽  
Psychiatric Diagnosis ◽  
Psychiatric Patients ◽  
Bayesian Classifier ◽  
Neural Network Classifier ◽  
Correct Decision ◽  
Neurotic Disorders ◽  
The Neural Network

Abstract:This paper compares two classifiers: Pseudo Bayesian and Neural Network for assisting in making diagnoses of psychiatric patients based on a simple yes/no questionnaire which is provided at the outpatient’s first visit to the hospital. The classifiers categorize patients into three most commonly seen ICD classes, i.e. schizophrenic, emotional and neurotic disorders. One hundred completed questionnaires were utilized for constructing and evaluating the classifiers. Average correct decision rates were 73.3% for the Pseudo Bayesian Classifier and 77.3% for the Neural Network classifier. These rates were higher than the rate which an experienced psychiatrist achieved based on the same restricted data as the classifiers utilized. These classifiers may be effectively utilized for assisting psychiatrists in making their final diagnoses.

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