UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 6 Issue 5
May-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIRCW06074


Registration ID:
216615

Page Number

377-380

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Title

A REVIEW OF DIFFERENT MACHINE LEARNING ALGORITHM FOR DIGIT CLASSIFICATION

Abstract

Handwritten digit recognition is the ability of a computer or a machine to interpret and receive intelligible handwritten input from various sources such as cameras, tablets, photographs and other devices. Today handwritten digits are used in checks, smart calculators etc. A complete handwriting recognition system handles formatting problem, reduce classification error, and recognize the broken digits. In this review paper, some recent techniques are conferred like SVM, k-NN, ANN, SDGBBPNN, SICoNNet and Classifiers fusion for digit recognition. The purpose of using these techniques is only to enhancing system capability of recognition. This paper gives brief description of techniques used particularly for digit recognition and provides idea which technique is appropriate.

Key Words

vSteepest Descent Gradient back propagation Neural Network (SDGBPNN), Artificial Neural Network (ANN), Support Vector Machine (SVM), K-mean nearest neighbored algorithm (Knn), Shunting Inhibitory Convolution Neural Networks (SICoNNet).

Cite This Article

"A REVIEW OF DIFFERENT MACHINE LEARNING ALGORITHM FOR DIGIT CLASSIFICATION", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 5, page no.377-380, May 2019, Available :http://www.jetir.org/papers/JETIRCW06074.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"A REVIEW OF DIFFERENT MACHINE LEARNING ALGORITHM FOR DIGIT CLASSIFICATION", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 5, page no. pp377-380, May 2019, Available at : http://www.jetir.org/papers/JETIRCW06074.pdf

Publication Details

Published Paper ID: JETIRCW06074
Registration ID: 216615
Published In: Volume 6 | Issue 5 | Year May-2019
DOI (Digital Object Identifier):
Page No: 377-380
Country: -, -, - .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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