UGC Approved Journal no 63975

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

Volume 6 Issue 6
June-2019
eISSN: 2349-5162

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

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Published Paper ID:
JETIRDB06005


Registration ID:
221440

Page Number

27-37

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Title

Evaluation of Classification Techniques Using MapReduce for Meta-Path Classification in Heterogeneous Information Networks

Abstract

Classification of the nodes along with the interconnected semantic edges in a Heterogeneous Information Network (HIN) has a lot of significance in identifying the class labels which involves the application of knowledge and dissemination of knowledge from one node to the other. In this research work, PathSim similarity measure - Host based Intrusion Detection system with Proposed PFSM and Proposed IRGM gives minimum number of rules for detecting the unknown attacks in the network has applied for finding classification techniques along with the use of the well-known MapReduce paradigm to classify the meta-paths in a Heterogeneous Information Network. Applying MapReduce simplified the classification approach which deals with huge data present in the Heterogeneous Information Networks. Experiments were carried out on DARPA dataset, and the results are accurate and successful.

Key Words

Evaluation of Classification Techniques Using MapReduce for Meta-Path Classification in Heterogeneous Information Networks

Cite This Article

"Evaluation of Classification Techniques Using MapReduce for Meta-Path Classification in Heterogeneous Information Networks ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 6, page no.27-37, June 2019, Available :http://www.jetir.org/papers/JETIRDB06005.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

"Evaluation of Classification Techniques Using MapReduce for Meta-Path Classification in Heterogeneous Information Networks ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 6, page no. pp27-37, June 2019, Available at : http://www.jetir.org/papers/JETIRDB06005.pdf

Publication Details

Published Paper ID: JETIRDB06005
Registration ID: 221440
Published In: Volume 6 | Issue 6 | Year June-2019
DOI (Digital Object Identifier):
Page No: 27-37
Country: -, -, - .
Area: Engineering
ISSN Number: 2349-5162


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