Data mining and predictive analysis (Record no. 613375)
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| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250919085808.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr ||||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 161221s2015 ne a o 001 0 eng d |
| 015 ## - NATIONAL BIBLIOGRAPHY NUMBER | |
| National bibliography number | GBB4C8034 |
| Source | bnb |
| 015 ## - NATIONAL BIBLIOGRAPHY NUMBER | |
| National bibliography number | GBB4C5556 |
| Source | bnb |
| 016 7# - NATIONAL BIBLIOGRAPHIC AGENCY CONTROL NUMBER | |
| Record control number | 016941142 |
| Source | Uk |
| 016 7# - NATIONAL BIBLIOGRAPHIC AGENCY CONTROL NUMBER | |
| Record control number | 016938664 |
| Source | Uk |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780128004081 |
| Qualifying information | electronic bk. |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0128004088 |
| Qualifying information | electronic bk. |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9780128002292 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 0128002298 |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | AU@ |
| System control number | 000054319104 |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | DEBSZ |
| System control number | 427902703 |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | NZ1 |
| System control number | 15922599 |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | DEBSZ |
| System control number | 431897328 |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | CHVBK |
| System control number | 341784621 |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | CHBIS |
| System control number | 010547547 |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | DEBSZ |
| System control number | 44948016X |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | GBVCP |
| System control number | 819925829 |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | DEBBG |
| System control number | BV043617069 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)896850431 |
| Canceled/invalid control number | (OCoLC)899941963 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)ocn896850431 |
| 037 ## - SOURCE OF ACQUISITION | |
| Stock number | 6AA69EE0-51C8-4AEE-80C5-D9D414E69714 |
| Source of stock number/acquisition | OverDrive, Inc. |
| Note | http://www.overdrive.com |
| 039 #9 - LEVEL OF BIBLIOGRAPHIC CONTROL AND CODING DETAIL [OBSOLETE] | |
| y | 12-21-2016 |
| z | hafiz |
| w | metacoll.MYUKM.updates.D20160920.T210208.sdallbooks.1 (perolehan)hafizupload21122016.mrc |
| x | 70 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | UKMGB |
| Language of cataloging | eng |
| Transcribing agency | UKMGB |
| Modifying agency | OCLCO |
| -- | NST |
| -- | OPELS |
| -- | YDXCP |
| -- | OCLCF |
| -- | UIU |
| -- | B24X7 |
| -- | EBLCP |
| -- | DEBSZ |
| -- | TEFOD |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | MAIN |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | HV7936.C88 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | BUS |
| Subject category code subdivision | 032000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | SOC |
| Subject category code subdivision | 000000 |
| Source | bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 363.256 |
| Edition information | 23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | McCue, Colleen, |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Data mining and predictive analysis |
| Medium | [electronic resource] : |
| Remainder of title | intelligence gathering and crime analysis / |
| Statement of responsibility, etc. | Colleen McCue. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | Second edition. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Amsterdam : |
| Name of producer, publisher, distributor, manufacturer | Butterworth-Heinemann, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2015. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 336 ## - CONTENT TYPE | |
| Content type term | still image |
| Content type code | sti |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Cover; Title Page; Copyright Page; Dedication; Contents; Foreword; Preface; Digital Assets; For the instructor; Introduction; Skill set; How to use this book; Part 1 -- Introductory Section; Chapter 1 -- Basics; 1.1 -- Basic statistics; 1.2 -- Inferential versus Descriptive Statistics and Data Mining; 1.3 -- Population versus Samples; 1.4 -- Modeling; 1.5 -- Errors; 1.5.1 -- Infrequent Events; 1.5.2 --'Black Swans'; 1.5.3 -- Identifying Appropriate Comparison Groups and Establishing the Denominator; 1.5.4 -- Remember the Baseline; 1.5.5 -- Where Did Your Data Come From? |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1.5.6 -- Magnified or Obscured Effects1.5.7 -- Outliers; 1.6 -- Overfitting the Model; 1.7 -- Generalizability versus Accuracy; 1.8 -- Input/Output; Chapter 2 -- Domain Expertise; 2.1 -- Domain expertise; 2.2 -- Domain Expertise for Analysts; 2.3 -- The Integrated Model; Chapter 3 -- Data Mining and Predictive Analytics; 3.1 -- Discovery and Prediction; 3.2 -- Confirmation and discovery; 3.3 -- Surprise; 3.4 -- Characterization; 3.5 --'Volume Challenge'16; 3.6 -- Exploratory Graphics and Data Exploration; 3.7 -- Link Analysis21; 3.8 -- Non-Obvious Relationship Analysis (NORA)24; 3.9 -- Text Mining. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 3.10 -- Closing ThoughtsPart 2 -- Methods; Chapter 4 -- Process Models for Data Mining and Predictive Analysis; 4.1 -- CIA Intelligence Process7; 4.1.1 -- Requirements; 4.1.2 -- Collection; 4.1.3 -- Processing and Exploitation; 4.1.4 -- Analysis and Production; 4.1.5 -- Dissemination; 4.1.6 -- Feedback; 4.1.7 -- Summary; 4.2 -- Cross-industry Standard Process for Data Mining; 4.2.1 -- Business Understanding; 4.2.2 -- Data Understanding; 4.2.3 -- Data Preparation; 4.2.4 -- Modeling; 4.2.5 -- Evaluation; 4.2.6 -- Deployment; 4.7.1 -- Summary. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 4.8 -- Actionable Mining and Predictive Analysis for Public Safety and Security4.8.1 -- Question or Challenge; 4.8.2 -- Data Collection and Fusion; 4.8.3 -- Operationally Relevant Preprocessing; 4.8.3.1 -- Recoding; 4.8.3.2 -- Variable Selection; 4.8.3.3 -- Operational Value; 4.8.3.4 -- Availability and Timeliness; 4.8.4 -- Identification, Characterization, and Modeling; 4.8.5 -- Public Safety and Security-Specific Evaluation; 4.8.6 -- Operationally Actionable Output; 4.8.7 -- Additional Considerations; 4.8.7.1 -- Privacy; 4.8.7.2 -- Security; 4.8.7.3 -- Other Hazards; 4.8.8 -- Summary; Chapter 5 -- Data. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 5.1 -- Getting started5.2 -- Types of data; 5.3 -- Data5; 5.3.1 -- Big Data; 5.3.1.1 -- Volume; 5.3.1.2 -- Velocity; 5.3.1.3 -- Variety; 5.4 -- Types of Data Resources; 5.4.1 -- Data Sources; 5.4.1.1 -- Records Management Systems; 5.4.1.2 -- Calls for Service; 5.4.2 -- Relational Data; 5.4.3 -- Revisiting the INTs; 5.4.4 -- Geoint19; 5.4.4.1 -- Physical Geography; 5.4.4.2 -- Human Geography; 5.4.5 -- Ad Hoc, Self-Generated, and Other Specialized Databases22; 5.4.6 -- Nontraditional Sources (e.g., Weather); 5.5 -- Data Challenges; 5.5.1 -- Reliability and Validity; 5.5.2 -- Data Entry Errors. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 5.5.3 -- Misrepresentation, Fabrication, and Poor Recall. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Data Mining and Predictive Analysis: Intelligence Gathering and Crime Analysis, 2nd Edition, describes clearly and simply how crime clusters and other intelligence can be used to deploy security resources most effectively. Rather than being reactive, security agencies can anticipate and prevent crime through the appropriate application of data mining and the use of standard computer programs. Data Mining and Predictive Analysis offers a clear, practical starting point for professionals who need to use data mining in homeland security, security analysis, and operational law enforcement settings. This revised text highlights new and emerging technology, discusses the importance of analytic context for ensuring successful implementation of advanced analytics in the operational setting, and covers new analytic service delivery models that increase ease of use and access to high-end technology and analytic capabilities. The use of predictive analytics in intelligence and security analysis enables the development of meaningful, information based tactics, strategy, and policy decisions in the operational public safety and security environment. |
| 588 0# - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | CIP data; resource not viewed. |
| 590 ## - LOCAL NOTE (RLIN) | |
| Local note | Elsevier |
| Provenance (VM) [OBSOLETE] | ScienceDirect All Books |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Crime analysis. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data mining. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Law enforcement |
| General subdivision | Data processing. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Criminal behavior, Prediction of. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | BUSINESS & ECONOMICS / Infrastructure |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | SOCIAL SCIENCE / General |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Crime analysis. |
| Source of heading or term | fast |
| Authority record control number or standard number | (OCoLC)fst00883022 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Criminal behavior, Prediction of. |
| Source of heading or term | fast |
| Authority record control number or standard number | (OCoLC)fst00883179 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data mining. |
| Source of heading or term | fast |
| Authority record control number or standard number | (OCoLC)fst00887946 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Law enforcement |
| General subdivision | Data processing. |
| Source of heading or term | fast |
| Authority record control number or standard number | (OCoLC)fst00993947 |
| 650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Crime analysis. |
| 650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Criminal behavior, Prediction of. |
| 650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data mining in law enforcement. |
| 650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Law enforcement |
| General subdivision | Data processing. |
| 655 #4 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| Main entry heading | McCue, Colleen. |
| Title | Data Mining and Predictive Analysis : Intelligence Gathering and Crime Analysis. |
| Place, publisher, and date of publication | Burlington : Elsevier Science, ò015 |
| International Standard Book Number | 9780128002292 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://eresourcesptsl.ukm.remotexs.co/user/login?url=http://www.sciencedirect.com/science/book/9780128002292">https://eresourcesptsl.ukm.remotexs.co/user/login?url=http://www.sciencedirect.com/science/book/9780128002292</a> |
| 907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) | |
| a | .b16399882 |
| b | 2022-11-01 |
| c | 2019-11-12 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Suppress in OPAC | No |
| 914 ## - VTLS Number | |
| VTLS Number | vtls003614093 |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) | |
| Library | |
| Operator's initials, OID (RLIN) | 2016-08-12 |
| Cataloger's initials, CIN (RLIN) | m |
| Material Type (Sierra) | E-Book |
| Language | English |
| Country | |
| -- | 0 |
| -- | .b16399882 |
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