Crime Detection Using Data Mining Techniques

نویسندگان

چکیده

As crime rates keep spiraling each day, new challenges are faced by law enforcement agencies. They have to their on the lookout for any signs criminal activity. The agencies should therefore be able predict such increase or decrees trends in crime. Such as theft, Killing. Crime that may occur a particular area month, year, timespan. Data mining is defined process of discovering hidden valuable knowledge analyzing large amounts data, which stored databases data warehouse, using various techniques machine learning, artificial intelligence, statistical. Many algorithms approach help detect crimes patterns. Collection, Preprocessing Phase, Filtering, Linier Regression. Wekasoft used collection analyzing. Visualization finally get results. advantage this tool clustering will performed automatically.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Extraction of Drug Crime Patterns and Identifying People at Risk Using Data Mining Techniques

Introduction: In recent years, technology advancement and the growth of information technology in organizations have provided a huge source of data stored in the field of drug-related offenses. Analyzing these data and discovering hidden patterns in it can help detect and prevent the occurrence of crimes in this area. This paper aimed to identify the susceptible people to drug trafficking in Si...

متن کامل

Extraction of Drug Crime Patterns and Identifying People at Risk Using Data Mining Techniques

Introduction: In recent years, technology advancement and the growth of information technology in organizations have provided a huge source of data stored in the field of drug-related offenses. Analyzing these data and discovering hidden patterns in it can help detect and prevent the occurrence of crimes in this area. This paper aimed to identify the susceptible people to drug trafficking in Si...

متن کامل

GIS based Serial Crime Analysis using Data Mining Techniques

Serial crimes are the problems which are mostly committed by minority of offenders. The law enforcement people are forced to find out the serial crime which is considered as complex task. In order to find out the serial crimes, one needs to investigate the large number of crimes which are unlinked with each other. These problem need to be analyzed in different ways to find out the link that exi...

متن کامل

Detection of Breast Cancer Progress Using Adaptive Nero Fuzzy Inference System and Data Mining Techniques

Prediction, diagnosis, recovery and recurrence of the breast cancer among the patients are always one of the most important challenges for explorers and scientists. Nowadays by using of the bioinformatics sciences, these challenges can be eliminated by using of the previous information of patients records. In this paper has been used adaptive nero fuzzy inference system and data mining techniqu...

متن کامل

Automated detection of coronavirus disease (COVID-19) by using data-mining techniques: a brief report

Background: The clinical field has vast sick data that has not been analyzed. Discovering a way to analyze this raw data and turn it into an information treasure can save many lives. Using data mining methods is an efficient way to analyze this large amount of raw data. It can predict the future with accurate knowledge of the past, providing new insights into disease diagnosis and prevention. S...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Social Science Research Network

سال: 2021

ISSN: ['1556-5068']

DOI: https://doi.org/10.2139/ssrn.3770477