Data Mining and Predictive Analysis. Intelligence Gathering by Colleen McCue (Auth.)

By Colleen McCue (Auth.)

Content material:
Foreword

, Pages xiii-xiv
Preface

, Pages xv-xxiii
Introduction

, Pages xxv-xxxi
1 - Basics

, Pages 3-18
2 - area Expertise

, Pages 19-24
3 - info Mining

, Pages 25-41
4 - approach versions for information Mining and Analysis

, Pages 45-66
5 - Data

, Pages 67-92
6 - Operationally appropriate Preprocessing

, Pages 93-115
7 - Predictive Analytics

, Pages 117-141
8 - Public Safety-Specific Evaluation

, Pages 143-163
9 - Operationally Actionable Output

, Pages 165-174
10 - basic Crime

, Pages 177-185
11 - Behavioral research of Violent Crime

, Pages 187-213
12 - danger and risk Assessment

, Pages 215-235
13 - Deployment

, Pages 239-265
14 - Surveillance Detection

, Pages 267-298
15 - complex Topics

, Pages 301-313
16 - destiny Trends

, Pages 315-321
Index

, Pages 323-332

Show description

Read Online or Download Data Mining and Predictive Analysis. Intelligence Gathering and Crime Analysis PDF

Best forensic science books

The New Forensics: Investigating Corporate Fraud and the Theft of Intellectual Property

An in-depth examine the instruments, strategies, and strategies utilized in computing device forensicsThe New Forensics introduces readers to the area of industrial forensics, utilizing fascinating vignettes, interviews, and real crime reviews. It examines contemporary circumstances within which using machine forensics ended in proof linking executives to fraud and covers concerns similar to the robbery of exchange secrets and techniques, using info mining, funds laundering, and different sorts of robbery and fraud.

Mechanics of Impression Evidence

As forensic expertise turns into extra subtle, courts are challenging extra clinical content material and juries expect meticulous affirmation of proof alleged. larger realization is now paid to more and more finer information and more advantageous equipment of describing each type of proof. using physics, chemistry, and engineering to the method of research and interpretation, Mechanics of influence facts displays the shift to those heightened criteria and provides a place to begin for major swap within the means that impact facts is taken into account, applied, and awarded.

Forensic intelligence

While forensic recoveries are correctly processed and recorded, they're a significant intelligence resource for crime investigators and analysts. nearly all of courses approximately forensic technology disguise most sensible practices and easy suggestion approximately proof restoration and garage. Forensic Intelligence takes the topic of forensics one step additional and describes easy methods to use the proof recovered at crime scenes for prolonged research and the dissemination of latest forensic intelligence.

Homeland Security and Private Sector Business: Corporations' Role in Critical Infrastructure Protection

The problem in struggling with terrorism isn't really that any people might die the next day to come in an assault, yet that we won't appear to practice the elemental capabilities of diagnosing and treating the matter in order that it truly is workable. Given this, and since private and non-private quarter partnerships are serious to the luck of this administration, place of origin safeguard and personal quarter company: organisations’ position in serious Infrastructure defense identifies the function the non-public zone performs in securing our fatherland and provides options to help within the struggle opposed to nationwide and overseas threats.

Extra info for Data Mining and Predictive Analysis. Intelligence Gathering and Crime Analysis

Example text

Data mining is not a vast repository designed to maintain extensive files containing both public and private records on each and every American, as has been suggested by some. It is an analytical tool. If people are concerned about privacy issues, then they should focus on the availability of and access to sensitive data resources, not the analytical tools. Banning an analytical tool because of fear that it will be misused is similar to banning pocket calculators because some people use them to cheat on their taxes.

2 Confirmation and Discovery 29 then used, modified, and refined during the investigation of subsequent cases. Analysts and investigators will look for similarities and known patterns to identify possible motives and likely suspect characteristics when confronted with a new case. This information is then used to understand the new case and investigate it. These internal rule sets also allow an investigator to select suspects, guide interviews and interrogations, and ultimately solve a case. These existing rule sets can be evaluated, quantified, or “confirmed” using data mining.

Similarly, who better to distinguish between suspicious data and data that are both valid and reliable? The answer to all three questions is operational personnel. Our sworn partners in the good fight are perfectly suited in many ways to do our jobs as analysts, or at least to partner more closely with us in the analytical process. 2 Domain Expertise for Analysts Analysts that spend all of their time in front of a computer can become so separated from the data and end users that they have little value to the organization.

Download PDF sample

Rated 4.21 of 5 – based on 7 votes