Data mining : (Record no. 40208)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 05826nam a2201273 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 5265979 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | IEEE |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20230927112347.0 |
| 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 |n||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 100317t20152003njua ob 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780470544341 |
| Qualifying information | electronic |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9780470890455 |
| Qualifying information | |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 0470544341 |
| Qualifying information | electronic |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1109/9780470544341 |
| Source of number or code | doi |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (CaBNVSL)mat05265979 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (IDAMS)0b000064810c5b7f |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | CaBNVSL |
| Language of cataloging | eng |
| Description conventions | rda |
| Transcribing agency | CaBNVSL |
| Modifying agency | CaBNVSL |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.3/12 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Kantardzic, Mehmed, |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Data mining : |
| Remainder of title | concepts, models, methods, and algorithms / |
| Statement of responsibility, etc. | Mehmed Kantardzic. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Hoboken, New Jersey : |
| Name of producer, publisher, distributor, manufacturer | Wiley-Interscience, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2003. |
| 264 #2 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | [Piscataqay, New Jersey] : |
| Name of producer, publisher, distributor, manufacturer | IEEE Xplore, |
| Date of production, publication, distribution, manufacture, or copyright notice | [2009] |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 PDF (xii, 345 pages) : |
| Other physical details | illustrations. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | electronic |
| Source | isbdmedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Source | rdacarrier |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Preparing the Data -- Data Reduction -- Learning from Data -- Statistical Methods -- Cluster Analysis -- Decision Trees and Decision Rules -- Association Rules -- Artificial Neural Networks -- Genetic Algorithms -- Fuzzy Sets and Fuzzy Logic -- Visualization Methods -- Data-Mining Tools -- Data-Mining Applications. |
| 506 1# - RESTRICTIONS ON ACCESS NOTE | |
| Terms governing access | Restricted to subscribers or individual electronic text purchasers. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | A comprehensive introduction to the exploding field of data mining We are surrounded by data, numerical and otherwise, which must be analyzed and processed to convert it into information that informs, instructs, answers, or otherwise aids understanding and decision-making. Due to the ever-increasing complexity and size of today's data sets, a new term, data mining, was created to describe the indirect, automatic data analysis techniques that utilize more complex and sophisticated tools than those which analysts used in the past to do mere data analysis. Data Mining: Concepts, Models, Methods, and Algorithms discusses data mining principles and then describes representative state-of-the-art methods and algorithms originating from different disciplines such as statistics, machine learning, neural networks, fuzzy logic, and evolutionary computation. Detailed algorithms are provided with necessary explanations and illustrative examples. This text offers guidance: how and when to use a particular software tool (with their companion data sets) from among the hundreds offered when faced with a data set to mine. This allows analysts to create and perform their own data mining experiments using their knowledge of the methodologies and techniques provided. This book emphasizes the selection of appropriate methodologies and data analysis software, as well as parameter tuning. These critically important, qualitative decisions can only be made with the deeper understanding of parameter meaning and its role in the technique that is offered here. Data mining is an exploding field and this book offers much-needed guidance to selecting among the numerous analysis programs that are available. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Also available in print. |
| 538 ## - SYSTEM DETAILS NOTE | |
| System details note | Mode of access: World Wide Web |
| 588 ## - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Description based on PDF viewed 12/21/2015. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data mining. |
| 655 #0 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 695 ## - | |
| -- | Neurons |
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| -- | Optical fiber cables |
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| -- | Optimization |
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| -- | Parameter estimation |
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| -- | Partitioning algorithms |
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| -- | Predictive models |
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| -- | Rain |
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| -- | Sections |
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| -- | Servers |
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| -- | Shape |
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| -- | Statistical analysis |
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| -- | System identification |
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| -- | Telecommunications |
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| -- | Temperature measurement |
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| -- | Three dimensional displays |
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| -- | Training |
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| -- | Training data |
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| -- | Visualization |
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| -- | Accuracy |
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| -- | Adaptive systems |
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| -- | Algorithm design and analysis |
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| -- | Analytical models |
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| -- | Approximation algorithms |
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| -- | Approximation methods |
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| -- | Artificial neural networks |
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| -- | Association rules |
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| -- | Bibliographies |
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| -- | Biographies |
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| -- | Biological cells |
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| -- | Business |
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| -- | Cable TV |
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| -- | Cities and towns |
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| -- | Classification algorithms |
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| -- | Classification tree analysis |
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| -- | Clustering algorithms |
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| -- | Communities |
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| -- | Companies |
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| -- | Complexity theory |
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| -- | Computational modeling |
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| -- | Data analysis |
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| -- | Data mining |
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| -- | Data models |
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| -- | Data visualization |
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| -- | Databases |
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| -- | Dispersion |
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| -- | Distributed databases |
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| -- | Encoding |
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| -- | Estimation |
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| -- | Fault tolerance |
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| -- | Fuzzy logic |
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| -- | Fuzzy sets |
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| -- | Gallium |
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| -- | Generators |
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| -- | Genetic algorithms |
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| -- | Genetics |
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| -- | Humans |
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| -- | Hypercubes |
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| -- | Image color analysis |
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| -- | Indexes |
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| -- | Industries |
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| -- | Itemsets |
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| -- | Learning |
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| -- | Learning systems |
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| -- | Loss measurement |
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| -- | Machine learning |
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| -- | Mathematical model |
| 695 ## - | |
| -- | Measurement uncertainty |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | John Wiley & Sons, |
| Relator term | publisher. |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | IEEE Xplore (Online service), |
| Relator term | distributor. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| International Standard Book Number | 9780470890455 |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Abstract with links to resource |
| Uniform Resource Identifier | <a href="https://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=5265979">https://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=5265979</a> |
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