Crime Pattern Detection using K-Means Clustering

Reuben George
1 de Mar de 2011••
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
1 de 43

Crime Pattern Detection using K-Means Clustering

1 de Mar de 2011••
Descargar para leer sin conexión
Reuben George

Recomendados

Crime Analysis & Prediction SystemCrime Analysis & Prediction System
Crime Analysis & Prediction SystemBigDataCloud12.8K vistas•33 diapositivas
Analytics-Based Crime PredictionAnalytics-Based Crime Prediction
Analytics-Based Crime PredictionProdapt Solutions2.6K vistas•10 diapositivas
Using Data Mining Techniques to Analyze Crime PatternUsing Data Mining Techniques to Analyze Crime Pattern
Using Data Mining Techniques to Analyze Crime PatternZakaria Zubi12.6K vistas•25 diapositivas
Crime prediction-using-data-miningCrime prediction-using-data-mining
Crime prediction-using-data-miningmohammed albash2.3K vistas•23 diapositivas
Crime AnalysisCrime Analysis
Crime AnalysisHi Tech Criminal Justice8.1K vistas•30 diapositivas
Crime Data Analysis, Visualization and Prediction using Data MiningCrime Data Analysis, Visualization and Prediction using Data Mining
Crime Data Analysis, Visualization and Prediction using Data MiningAnavadya Shibu409 vistas•2 diapositivas

Más contenido relacionado

La actualidad más candente

Crime Analytics: Analysis of crimes through news paper articlesCrime Analytics: Analysis of crimes through news paper articles
Crime Analytics: Analysis of crimes through news paper articlesChamath Sajeewa3K vistas•24 diapositivas
Digital ForensicDigital Forensic
Digital ForensicCleverence Kombe22.8K vistas•31 diapositivas
Forms of learning in aiForms of learning in ai
Forms of learning in aiRobert Antony1.6K vistas•52 diapositivas
K nearest neighborK nearest neighbor
K nearest neighborAkshay Udhane477 vistas•18 diapositivas
PredPol: How Predictive Policing WorksPredPol: How Predictive Policing Works
PredPol: How Predictive Policing WorksPredPol, Inc6.1K vistas•39 diapositivas
Computer forensics pptComputer forensics ppt
Computer forensics pptNikhil Mashruwala88.2K vistas•17 diapositivas

La actualidad más candente(20)

Crime Analytics: Analysis of crimes through news paper articlesCrime Analytics: Analysis of crimes through news paper articles
Crime Analytics: Analysis of crimes through news paper articles
Chamath Sajeewa•3K vistas
Digital ForensicDigital Forensic
Digital Forensic
Cleverence Kombe•22.8K vistas
Forms of learning in aiForms of learning in ai
Forms of learning in ai
Robert Antony•1.6K vistas
K nearest neighborK nearest neighbor
K nearest neighbor
Akshay Udhane•477 vistas
PredPol: How Predictive Policing WorksPredPol: How Predictive Policing Works
PredPol: How Predictive Policing Works
PredPol, Inc•6.1K vistas
Computer forensics pptComputer forensics ppt
Computer forensics ppt
Nikhil Mashruwala•88.2K vistas
Using Machine Learning in Networks Intrusion Detection SystemsUsing Machine Learning in Networks Intrusion Detection Systems
Using Machine Learning in Networks Intrusion Detection Systems
Omar Shaya•7.1K vistas
PPT.pptxPPT.pptx
PPT.pptx
ssuseref08b9•911 vistas
Disease prediction using machine learningDisease prediction using machine learning
Disease prediction using machine learning
JinishaKG•4.1K vistas
05 Duplication and Preservation of Digital evidence - Notes05 Duplication and Preservation of Digital evidence - Notes
05 Duplication and Preservation of Digital evidence - Notes
Kranthi •7.3K vistas
Digital forensic toolsDigital forensic tools
Digital forensic tools
Parsons Corporation•818 vistas
Crime Data Analysis and Prediction for city of Los AngelesCrime Data Analysis and Prediction for city of Los Angeles
Crime Data Analysis and Prediction for city of Los Angeles
Heta Parekh•507 vistas
02 Types of Computer Forensics Technology - Notes02 Types of Computer Forensics Technology - Notes
02 Types of Computer Forensics Technology - Notes
Kranthi •26.6K vistas
Digital forensics Digital forensics
Digital forensics
vishnuv43•2.2K vistas
Cyber Forensics OverviewCyber Forensics Overview
Cyber Forensics Overview
Yansi Keim•10K vistas
Crime against Women.pptxCrime against Women.pptx
Crime against Women.pptx
AmiGandhi12•100 vistas
Difference between Cyber and digital Forensic.pptxDifference between Cyber and digital Forensic.pptx
Difference between Cyber and digital Forensic.pptx
Applied Forensic Research Sciences •969 vistas
06 analysis of crime06 analysis of crime
06 analysis of crime
Jim Gilmer•2.7K vistas
Fraud Detection in Insurance with Machine Learning for WARTA - Artur SuchwalkoFraud Detection in Insurance with Machine Learning for WARTA - Artur Suchwalko
Fraud Detection in Insurance with Machine Learning for WARTA - Artur Suchwalko
Institute of Contemporary Sciences•1.1K vistas
Data AcquisitionData Acquisition
Data Acquisition
primeteacher32•17.7K vistas

Destacado

2014 Chicago Crime Data Analysis 2014 Chicago Crime Data Analysis
2014 Chicago Crime Data Analysis Yawen Li5.7K vistas•13 diapositivas
Crime Analysis using Data AnalysisCrime Analysis using Data Analysis
Crime Analysis using Data AnalysisChetan Hireholi8K vistas•26 diapositivas
Chicago crime analysisChicago crime analysis
Chicago crime analysisjangyoung1.4K vistas•16 diapositivas
Micro processor programsMicro processor programs
Micro processor programssantosh kumar42 vistas•6 diapositivas
Cloud GIS for Crime Mapping Cloud GIS for Crime Mapping
Cloud GIS for Crime Mapping IJORCS469 vistas•4 diapositivas
Webinar - Comparative Analysis of Cloud based Machine Learning PlatformsWebinar - Comparative Analysis of Cloud based Machine Learning Platforms
Webinar - Comparative Analysis of Cloud based Machine Learning PlatformsBigDataCloud1.1K vistas•36 diapositivas

Destacado(20)

2014 Chicago Crime Data Analysis 2014 Chicago Crime Data Analysis
2014 Chicago Crime Data Analysis
Yawen Li•5.7K vistas
Crime Analysis using Data AnalysisCrime Analysis using Data Analysis
Crime Analysis using Data Analysis
Chetan Hireholi•8K vistas
Chicago crime analysisChicago crime analysis
Chicago crime analysis
jangyoung•1.4K vistas
Micro processor programsMicro processor programs
Micro processor programs
santosh kumar•42 vistas
Cloud GIS for Crime Mapping Cloud GIS for Crime Mapping
Cloud GIS for Crime Mapping
IJORCS•469 vistas
Webinar - Comparative Analysis of Cloud based Machine Learning PlatformsWebinar - Comparative Analysis of Cloud based Machine Learning Platforms
Webinar - Comparative Analysis of Cloud based Machine Learning Platforms
BigDataCloud•1.1K vistas
Molecular forensics 2010Molecular forensics 2010
Molecular forensics 2010
Bruno Mmassy•6.5K vistas
Prevent the crime, don't just record itPrevent the crime, don't just record it
Prevent the crime, don't just record it
VideoIQ•764 vistas
DNA FingerprintingDNA Fingerprinting
DNA Fingerprinting
Devendra Kumar•195.5K vistas
SWIFT Business Intelligence InfographicSWIFT Business Intelligence Infographic
SWIFT Business Intelligence Infographic
SWIFT•888 vistas
Cell police - The BasicsCell police - The Basics
Cell police - The Basics
Cell Police•299 vistas
12 faces bi business intelligence ~Abdoulaye Mouke Yansane12 faces bi business intelligence ~Abdoulaye Mouke Yansane
12 faces bi business intelligence ~Abdoulaye Mouke Yansane
Abdoulaye M Yansane•692 vistas
Browsing Large Collections of Geo-Tagged PicturesBrowsing Large Collections of Geo-Tagged Pictures
Browsing Large Collections of Geo-Tagged Pictures
Davide Carboni•539 vistas
Social media and lawyersSocial media and lawyers
Social media and lawyers
Klamberg•499 vistas
Geolocation: Improving our BI solutions with SharePointGeolocation: Improving our BI solutions with SharePoint
Geolocation: Improving our BI solutions with SharePoint
Ruben Pertusa Lopez•1.9K vistas
Prism break: Minimize surveillance and protect your privacyPrism break: Minimize surveillance and protect your privacy
Prism break: Minimize surveillance and protect your privacy
djtennant•1.6K vistas
WEA-Final-Report-Geo-Targeting-Cell-Radio-RF-Field-Validation-042016WEA-Final-Report-Geo-Targeting-Cell-Radio-RF-Field-Validation-042016
WEA-Final-Report-Geo-Targeting-Cell-Radio-RF-Field-Validation-042016
bhatiak997•305 vistas
Electronic surveillance and privacy 130916Electronic surveillance and privacy 130916
Electronic surveillance and privacy 130916
Klamberg•3.6K vistas
Geo Location Mobile Social NetworkingGeo Location Mobile Social Networking
Geo Location Mobile Social Networking
Jodi Gersh•2.5K vistas
Location based targeting technologies for mobile advertisement pptLocation based targeting technologies for mobile advertisement ppt
Location based targeting technologies for mobile advertisement ppt
Yiwei Chen•1.2K vistas

Similar a Crime Pattern Detection using K-Means Clustering

CrimeCrime
CrimeDaniel John127 vistas•4 diapositivas
The International Journal of Engineering and Science (IJES)The International Journal of Engineering and Science (IJES)
The International Journal of Engineering and Science (IJES)theijes350 vistas•5 diapositivas
San Francisco Crime Analysis Classification Kaggle contestSan Francisco Crime Analysis Classification Kaggle contest
San Francisco Crime Analysis Classification Kaggle contestSameer Darekar1.1K vistas•26 diapositivas
San Francisco Crime Prediction ReportSan Francisco Crime Prediction Report
San Francisco Crime Prediction ReportRohit Dandona932 vistas•25 diapositivas
Merseyside Crime AnalysisMerseyside Crime Analysis
Merseyside Crime AnalysisParang Saraf505 vistas•13 diapositivas
ACCESS.2020.3028420.pdfACCESS.2020.3028420.pdf
ACCESS.2020.3028420.pdfKiranKumar7575012 vistas•9 diapositivas

Similar a Crime Pattern Detection using K-Means Clustering(20)

CrimeCrime
Crime
Daniel John•127 vistas
The International Journal of Engineering and Science (IJES)The International Journal of Engineering and Science (IJES)
The International Journal of Engineering and Science (IJES)
theijes•350 vistas
San Francisco Crime Analysis Classification Kaggle contestSan Francisco Crime Analysis Classification Kaggle contest
San Francisco Crime Analysis Classification Kaggle contest
Sameer Darekar•1.1K vistas
San Francisco Crime Prediction ReportSan Francisco Crime Prediction Report
San Francisco Crime Prediction Report
Rohit Dandona•932 vistas
Merseyside Crime AnalysisMerseyside Crime Analysis
Merseyside Crime Analysis
Parang Saraf•505 vistas
ACCESS.2020.3028420.pdfACCESS.2020.3028420.pdf
ACCESS.2020.3028420.pdf
KiranKumar757501•2 vistas
SUPERVISED AND UNSUPERVISED MACHINE LEARNING METHODOLOGIES FOR CRIME PATTERN ...SUPERVISED AND UNSUPERVISED MACHINE LEARNING METHODOLOGIES FOR CRIME PATTERN ...
SUPERVISED AND UNSUPERVISED MACHINE LEARNING METHODOLOGIES FOR CRIME PATTERN ...
ijaia•20 vistas
Supervised and Unsupervised Machine Learning Methodologies for Crime Pattern ...Supervised and Unsupervised Machine Learning Methodologies for Crime Pattern ...
Supervised and Unsupervised Machine Learning Methodologies for Crime Pattern ...
gerogepatton•37 vistas
Inspection of Certain RNN-ELM Algorithms for Societal ApplicationsInspection of Certain RNN-ELM Algorithms for Societal Applications
Inspection of Certain RNN-ELM Algorithms for Societal Applications
IRJET Journal•2 vistas
IRJET- Detecting Criminal Method using Data MiningIRJET- Detecting Criminal Method using Data Mining
IRJET- Detecting Criminal Method using Data Mining
IRJET Journal•17 vistas
A predictive model for mapping crime using big data analyticsA predictive model for mapping crime using big data analytics
A predictive model for mapping crime using big data analytics
eSAT Journals•205 vistas
Predictive PolicingPredictive Policing
Predictive Policing
GAURAV. H .TANDON•1.7K vistas
Crime forecasting system for soic finalCrime forecasting system for soic final
Crime forecasting system for soic final
Twaha Minai•498 vistas
A Survey on Data Mining Techniques for Crime Hotspots PredictionA Survey on Data Mining Techniques for Crime Hotspots Prediction
A Survey on Data Mining Techniques for Crime Hotspots Prediction
IJSRD •320 vistas
01_AJMS_310_21.pdf01_AJMS_310_21.pdf
01_AJMS_310_21.pdf
BRNSS Publication Hub•2 vistas
AJMS_5(2)_21.pdfAJMS_5(2)_21.pdf
AJMS_5(2)_21.pdf
BRNSS Publication Hub•2 vistas
Crime prediction based on crime typesCrime prediction based on crime types
Crime prediction based on crime types
IJDKP•434 vistas
Crime Analysis based on Historical and Transportation DataCrime Analysis based on Historical and Transportation Data
Crime Analysis based on Historical and Transportation Data
Valerii Klymchuk•710 vistas
Propose Data Mining AR-GA Model to Advance Crime analysisPropose Data Mining AR-GA Model to Advance Crime analysis
Propose Data Mining AR-GA Model to Advance Crime analysis
IOSR Journals•419 vistas
Technical SeminarTechnical Seminar
Technical Seminar
nikita kapil•42 vistas

Crime Pattern Detection using K-Means Clustering

Notas del editor

  1. People may simply want to ‘keep themselves to themselves’ for fear of harassmentGhetto - (a neighborhood populated by minorities)
  2. 3rd point -Some people seek acceptance from a particular group, and therefore act in a deviant manner
  3. The type of crime is robbery and it will be the most important attribute. The rows 1 and 3 show a simple crime pattern where the suspect description matches and victim profile is also similar.
  4. 4.for same word such as blank, unknown, or junk all meant the same for missing age of the person.5. This process involved talking to domain experts such as the crime detectives, the crime data analysts and iteratively running the attribute importancealgorithm to arrive at the set of attributes for the clustering the given crime types. We refer to this as the semi-supervised or expert-based paradigm of problem solving. Based on the nature of crime the different attributes become important such as the age group of victim is important for homicide, for burglary the same may not be as important since the burglar may not care about the age of the owner of the house.