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Optimizing big data management and industrial systems with intelligent techniques

Author: Sultan Ceren Oner; Oya H Yuregir; IGI Global,
Publisher: Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA) : IGI Global, 2018.
Series: Advances in data mining and database management (ADMDM) book series.; Research essentials.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
"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"--
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Genre/Form: Electronic books
Additional Physical Format: Print version:
(DLC) 2017035979
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Sultan Ceren Oner; Oya H Yuregir; IGI Global,
ISBN: 1522551387 9781522551386
OCLC Number: 1076649561
Description: 1 online resource (16 PDFs (xii, 238 pages))
Contents: 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.
Series Title: Advances in data mining and database management (ADMDM) book series.; Research essentials.
Responsibility: Sultan Ceren Oner and Oya H. Yuregir, editors.

Abstract:

Explores optimization techniques, recommendation systems, and manufacturing processes that support the evaluation of cyber-physical systems, end-to-end engineering, and digitalized control systems.  Read more...

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