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

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

Author
: 
Sevakula, Rahul Kumar. author.

ISBN
: 
9789811950735

Edition
: 
1st ed. 2023.

Physical Description
: 
XXIII, 166 p. 53 illus., 45 illus. in color. online resource.

Series
: 
Studies in Computational Intelligence, 989

Contents
: 
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.

Subject Term
: 
Machine learning.
 
Computational intelligence.
 
Pattern recognition systems.
 
Automated Pattern Recognition.

Added Author
: 
Verma, Nishchal K.

Added Corporate Author
: 
SpringerLink (Online service)

Electronic Access
: 
https://doi.org/10.1007/978-981-19-5073-5


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book528483-1001ONLINEElektronik Kütüphane