UGC Approved Journal no 63975(19)

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

Volume 5 Issue 10
October-2018
eISSN: 2349-5162

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

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Published Paper ID:
JETIR1810975


Registration ID:
191070

Page Number

506-510

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Title

CRIME PREDICTION USING CLUSTERING ALGORITHMS

Abstract

Analyzing the data is prominent in any field. Analyzing data helps us to produce substantial outputs. Most companies already collect and refine massive quantities of data. So using data analysis we integrate to real time governance to streamline crime rates. The main Motivation of this project is data analysis can preliminary do Prediction based on the early data captured. The captured data is structured into classification and regression; classification will give discrete values, while regression is used to predict ordered values. Using these biases we implement in real time governance. In the proposed system we will collect the data of crimes and is put forward for analysis , on the obtained results we classify the city in the form clusters using clustering algorithm which is sub categorizing a clusters on a point. So we use crime data and perform analysis on type of crimes we separate the areas in the city as clusters. So this will help the cops to know the crime rate in specific areas. Basing on early analysis of crime in a certain time period we will predict the occurrence of crime so that cops can patrol an area to reduce the crime area

Key Words

Clustering Analysis, K-Means Clustering, Agglomerative Clustering, Mean Shift, PAM, Internal Validation.

Cite This Article

"CRIME PREDICTION USING CLUSTERING ALGORITHMS", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 10, page no.506-510, October-2018, Available :http://www.jetir.org/papers/JETIR1810975.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

"CRIME PREDICTION USING CLUSTERING ALGORITHMS", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 10, page no. pp506-510, October-2018, Available at : http://www.jetir.org/papers/JETIR1810975.pdf

Publication Details

Published Paper ID: JETIR1810975
Registration ID: 191070
Published In: Volume 5 | Issue 10 | Year October-2018
DOI (Digital Object Identifier):
Page No: 506-510
Country: visakhapatnam, AP, India .
Area: Science & Technology
ISSN Number: 2349-5162
Publisher: IJ Publication


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