Predictive analysis on large data for actionable knowledge: emerging research and opportunities
"This book explores the extraction and prediction of patterns at multiple levels of abstraction. It involves a procedure handling both numeric and nominal data at once using a single method and the methodology comprises of two algorithms to automate the multi-dimensional schema generation"...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA) :
IGI Global,
[2018]
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | "This book explores the extraction and prediction of patterns at multiple levels of abstraction. It involves a procedure handling both numeric and nominal data at once using a single method and the methodology comprises of two algorithms to automate the multi-dimensional schema generation"-- |
| Beschreibung: | 14 PDFs (x, 177 pages) Also available in print. |
| Format: | Mode of access: World Wide Web. |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9781522550303 |
| Zugangseinschränkungen: | Restricted to subscribers or individual electronic text purchasers. |
Internformat
MARC
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| 003 | IGIG | ||
| 005 | 20180105105343.0 | ||
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| 007 | cr bn |||m|||a | ||
| 008 | 180106s2018 pau fob 001 0 eng d | ||
| 010 | |z 2017034509 | ||
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| 020 | |z 9781522550297 |q hardcover | ||
| 024 | 7 | |a 10.4018/978-1-5225-5029-7 |2 doi | |
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| 100 | 1 | |a Usman, Muhammad, |d 1986- |e author. | |
| 245 | 1 | 0 | |a Predictive analysis on large data for actionable knowledge |b emerging research and opportunities |c by Muhammad Usman and M. Usman. |
| 264 | 1 | |a Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA) : |b IGI Global, |c [2018] | |
| 300 | |a 14 PDFs (x, 177 pages) | ||
| 336 | |a text |2 rdacontent | ||
| 337 | |a electronic |2 isbdmedia | ||
| 338 | |a online resource |2 rdacarrier | ||
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Chapter 1. Introduction -- Chapter 2. Literature review -- Chapter 3. Conceptual model for predictive analysis on large data -- Chapter 4. Experimental study I: automobile dataset -- Chapter 5. Experimental study II: adult dataset -- Chapter 6. Experimental study III: forest cover type dataset. | |
| 506 | |a Restricted to subscribers or individual electronic text purchasers. | ||
| 520 | 3 | |a "This book explores the extraction and prediction of patterns at multiple levels of abstraction. It involves a procedure handling both numeric and nominal data at once using a single method and the methodology comprises of two algorithms to automate the multi-dimensional schema generation"-- |c Provided by publisher. | |
| 530 | |a Also available in print. | ||
| 538 | |a Mode of access: World Wide Web. | ||
| 588 | |a Description based on title screen (IGI Global, viewed 01/06/2018). | ||
| 650 | 0 | |a Big data. | |
| 650 | 0 | |a Data mining. | |
| 650 | 0 | |a Forecasting |x Data processing. | |
| 650 | 0 | |a Forecasting |x Statistical methods. | |
| 700 | 1 | |a Usman, M. |d 1982- |e author. | |
| 710 | 2 | |a IGI Global, |e publisher. | |
| 776 | 0 | |c (Original) |w (DLC)2017034509 | |
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| 856 | 4 | 0 | |l FWS01 |p ZDB-98-IGB |q FWS_PDA_IGB |u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-5029-7 |3 Volltext |
| 912 | |a ZDB-98-IGB | ||
| 049 | |a DE-863 | ||
Datensatz im Suchindex
| DE-BY-FWS_katkey | ZDB-98-IGB-00185884 |
|---|---|
| _version_ | 1816797079696048128 |
| adam_text | |
| any_adam_object | |
| author | Usman, Muhammad, 1986- Usman, M. 1982- |
| author_facet | Usman, Muhammad, 1986- Usman, M. 1982- |
| author_role | aut aut |
| author_sort | Usman, Muhammad, 1986- |
| author_variant | m u mu m u mu |
| building | Verbundindex |
| bvnumber | localFWS |
| callnumber-first | Q - Science |
| callnumber-label | QA76 |
| callnumber-raw | QA76.9.D343 U86 2018e |
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| callnumber-sort | QA 276.9 D343 U86 42018E |
| callnumber-subject | QA - Mathematics |
| collection | ZDB-98-IGB |
| contents | Chapter 1. Introduction -- Chapter 2. Literature review -- Chapter 3. Conceptual model for predictive analysis on large data -- Chapter 4. Experimental study I: automobile dataset -- Chapter 5. Experimental study II: adult dataset -- Chapter 6. Experimental study III: forest cover type dataset. |
| ctrlnum | (CaBNVSL)slc19840346 (OCoLC)1018294733 |
| dewey-full | 005.7 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 005 - Computer programming, programs, data, security |
| dewey-raw | 005.7 |
| dewey-search | 005.7 |
| dewey-sort | 15.7 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Electronic eBook |
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| id | ZDB-98-IGB-00185884 |
| illustrated | Not Illustrated |
| indexdate | 2024-11-26T14:51:52Z |
| institution | BVB |
| isbn | 9781522550303 |
| language | English |
| oclc_num | 1018294733 |
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| spelling | Usman, Muhammad, 1986- author. Predictive analysis on large data for actionable knowledge emerging research and opportunities by Muhammad Usman and M. Usman. Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA) : IGI Global, [2018] 14 PDFs (x, 177 pages) text rdacontent electronic isbdmedia online resource rdacarrier Includes bibliographical references and index. Chapter 1. Introduction -- Chapter 2. Literature review -- Chapter 3. Conceptual model for predictive analysis on large data -- Chapter 4. Experimental study I: automobile dataset -- Chapter 5. Experimental study II: adult dataset -- Chapter 6. Experimental study III: forest cover type dataset. Restricted to subscribers or individual electronic text purchasers. "This book explores the extraction and prediction of patterns at multiple levels of abstraction. It involves a procedure handling both numeric and nominal data at once using a single method and the methodology comprises of two algorithms to automate the multi-dimensional schema generation"-- Provided by publisher. Also available in print. Mode of access: World Wide Web. Description based on title screen (IGI Global, viewed 01/06/2018). Big data. Data mining. Forecasting Data processing. Forecasting Statistical methods. Usman, M. 1982- author. IGI Global, publisher. (Original) (DLC)2017034509 Print version: 1522550291 9781522550297 (DLC) 2017034509 FWS01 ZDB-98-IGB FWS_PDA_IGB http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-5029-7 Volltext |
| spellingShingle | Usman, Muhammad, 1986- Usman, M. 1982- Predictive analysis on large data for actionable knowledge emerging research and opportunities Chapter 1. Introduction -- Chapter 2. Literature review -- Chapter 3. Conceptual model for predictive analysis on large data -- Chapter 4. Experimental study I: automobile dataset -- Chapter 5. Experimental study II: adult dataset -- Chapter 6. Experimental study III: forest cover type dataset. Big data. Data mining. Forecasting Data processing. Forecasting Statistical methods. |
| title | Predictive analysis on large data for actionable knowledge emerging research and opportunities |
| title_auth | Predictive analysis on large data for actionable knowledge emerging research and opportunities |
| title_exact_search | Predictive analysis on large data for actionable knowledge emerging research and opportunities |
| title_full | Predictive analysis on large data for actionable knowledge emerging research and opportunities by Muhammad Usman and M. Usman. |
| title_fullStr | Predictive analysis on large data for actionable knowledge emerging research and opportunities by Muhammad Usman and M. Usman. |
| title_full_unstemmed | Predictive analysis on large data for actionable knowledge emerging research and opportunities by Muhammad Usman and M. Usman. |
| title_short | Predictive analysis on large data for actionable knowledge |
| title_sort | predictive analysis on large data for actionable knowledge emerging research and opportunities |
| title_sub | emerging research and opportunities |
| topic | Big data. Data mining. Forecasting Data processing. Forecasting Statistical methods. |
| topic_facet | Big data. Data mining. Forecasting Data processing. Forecasting Statistical methods. |
| url | http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-5029-7 |
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