Improving Classifier Generalization Real-Time Machine Learning based Applications
tarafından
 
Sevakula, Rahul Kumar. author.

Başlık
: 
Improving Classifier Generalization Real-Time Machine Learning based Applications

Yazar
: 
Sevakula, Rahul Kumar. author.

ISBN
: 
9789811950735

Basım Bilgisi
: 
1st ed. 2023.

Fiziksel Tanımlama
: 
XXIII, 166 p. 53 illus., 45 illus. in color. online resource.

Seri
: 
Studies in Computational Intelligence, 989

İçerik
: 
Introduction to classification algorithms -- Methods to improve generalization performance -- MVPC - a classifier with very low VC dimension -- Framework for reliable fault detection with sensor data -- Membership functions for Fuzzy Support Vector Machine in noisy environment -- Stacked Denoising Sparse Autoencoder based Fuzzy rule classifiers -- Epilogue.

Konu Terimleri
: 
Machine learning.
 
Computational intelligence.
 
Pattern recognition systems.
 
Automated Pattern Recognition.

Yazar Ek Girişi
: 
Verma, Nishchal K.

Tüzel Kişi Ek Girişi
: 
SpringerLink (Online service)

Elektronik Erişim
: 
https://doi.org/10.1007/978-981-19-5073-5


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