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Optimizing big data management and i...

Oner, Sultan Ceren, (1987-)

Optimizing big data management and industrial systems with intelligent techniques[electronic resource] /

紀錄類型:	書目-電子資源 : Monograph/item
杜威分類號:	670
書名/作者:	Optimizing big data management and industrial systems with intelligent techniques/ Sultan Ceren Oner and Oya H. Yuregir, editors.
其他作者:	Oner, Sultan Ceren,
出版者:	Hershey, Pennsylvania : : IGI Global,, 2018.
面頁冊數:	1 online resource (xii, 238 p.)
標題:	Manufacturing processes - Planning.
標題:	Manufacturing processes - Data processing.
標題:	Decision making - Data processing.
標題:	Industrial efficiency.
標題:	Big data.
標題:	Expert systems.
標題:	Artificial intelligence.
ISBN:	9781522551386 (e-book)
ISBN:	9781522551379 (hardback)
書目註:	Includes bibliographical references and index.
內容註:	Chapter 1. Data management and big data analytics: data management in digital economy -- Chapter 2. Big data analytics: a necessary roadmap for enterprises -- Chapter 3. Analytical review of the applications of multi-criteria decision making in data mining -- Chapter 4. Multi-criteria decision making in manufacturing systems: identification of critical factors for establishing a smart factory using ISM and MICMAC approach -- Chapter 5. Data linkage methods for big data management in industry 4.0 -- Chapter 6. Forecasting the daily sales of a franchise -- Chapter 7. A smart recyclable waste collection system based on IoT and an application -- Chapter 8. Waste management in thermal power plants.
摘要、提要註:	"This book present applications of intelligent optimization techniques in data management and manufacturing systems. It discusses optimization techniques in terms of heuristic and metaheuristic methods to manage and optimize the problems in data mining, recommender systems and advanced manufacturing systems and examines the decision making issues"--Provided by publisher.
電子資源:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-5137-9

Optimizing big data management and industrial systems with intelligent techniques[electronic resource] /
Optimizing big data management and industrial systems with intelligent techniques[electronic resource] /Sultan Ceren Oner and Oya H. Yuregir, editors. - Hershey, Pennsylvania :IGI Global,2018. - 1 online resource (xii, 238 p.)

Includes bibliographical references and index.

Chapter 1. Data management and big data analytics: data management in digital economy -- Chapter 2. Big data analytics: a necessary roadmap for enterprises -- Chapter 3. Analytical review of the applications of multi-criteria decision making in data mining -- Chapter 4. Multi-criteria decision making in manufacturing systems: identification of critical factors for establishing a smart factory using ISM and MICMAC approach -- Chapter 5. Data linkage methods for big data management in industry 4.0 -- Chapter 6. Forecasting the daily sales of a franchise -- Chapter 7. A smart recyclable waste collection system based on IoT and an application -- Chapter 8. Waste management in thermal power plants.

Restricted to subscribers or individual electronic text purchasers.

"This book present applications of intelligent optimization techniques in data management and manufacturing systems. It discusses optimization techniques in terms of heuristic and metaheuristic methods to manage and optimize the problems in data mining, recommender systems and advanced manufacturing systems and examines the decision making issues"--Provided by publisher.

ISBN: 9781522551386 (e-book)Subjects--Topical Terms:

499038
Manufacturing processes
--Planning.

LC Class. No.: TS183.3 / .O68 2018e

Dewey Class. No.: 670

Optimizing big data management and industrial systems with intelligent techniques[electronic resource] /
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020 $a 9781522551386 (e-book)
020 $a 9781522551379 (hardback)
035 $a (OCoLC)1076649561
035 $a 1081021263
040 $a CaBNVSL $b eng $c CaBNVSL $d CaBNVSL
050 0 0 $a TS183.3 $b .O68 2018e
082 0 0 $a 670 $2 23
245 0 0 $a Optimizing big data management and industrial systems with intelligent techniques $h [electronic resource] / $c Sultan Ceren Oner and Oya H. Yuregir, editors.
260 $a Hershey, Pennsylvania : $b IGI Global, $c 2018.
300 $a 1 online resource (xii, 238 p.)
504 $a Includes bibliographical references and index.
505 0 $a Chapter 1. Data management and big data analytics: data management in digital economy -- Chapter 2. Big data analytics: a necessary roadmap for enterprises -- Chapter 3. Analytical review of the applications of multi-criteria decision making in data mining -- Chapter 4. Multi-criteria decision making in manufacturing systems: identification of critical factors for establishing a smart factory using ISM and MICMAC approach -- Chapter 5. Data linkage methods for big data management in industry 4.0 -- Chapter 6. Forecasting the daily sales of a franchise -- Chapter 7. A smart recyclable waste collection system based on IoT and an application -- Chapter 8. Waste management in thermal power plants.
506 $a Restricted to subscribers or individual electronic text purchasers.
520 3 $a "This book present applications of intelligent optimization techniques in data management and manufacturing systems. It discusses optimization techniques in terms of heuristic and metaheuristic methods to manage and optimize the problems in data mining, recommender systems and advanced manufacturing systems and examines the decision making issues"--Provided by publisher.
650 0 $a Manufacturing processes $x Planning. $3 499038
650 0 $a Manufacturing processes $x Data processing. $3 488549
650 0 $a Decision making $x Data processing. $3 341470
650 0 $a Industrial efficiency. $3 404315
650 0 $a Big data. $3 571002
650 0 $a Expert systems. $3 734517
650 0 $a Artificial intelligence. $3 172060
700 1 $a Oner, Sultan Ceren, $d 1987- $e editor. $3 734515
700 1 $a Yuregir, Oya H., $d 1963- $e editor. $3 734516
856 4 0 $u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-5137-9

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