Big data analytics using multiple criteria decision-making models. ([2017])

• Record Type: Book
• Further Information: Note: Edited by Ramakrishnan Ramanathan, Muthu Mathirajan, and A. Ravi Ravindran.
• Editors: Ramanathan, R, 1966-; Mathirajan, M; Ravindran, A, 1944-
• Contents: 1. Multicriteria Leadership and Decisions: Festschrift in Honor of Ravi Ravindran -- 2. Multi-Criteria Decision Making: An Overview and a Comparative Discussion -- 3. Basics of Analytics and Big Data -- 4. Linear Programming (LP)-Based Two-Phase Classifier for Solving a Classification Problem with Multiple Objectives -- 5. Multicriteria Evaluation of Predictive Analytics for Electric Utility Service Management -- 6. Multiobjective Forecasting: Time Series Models Using a Deterministic Pseudo-Evolutionary Algorithm -- 7. A Class of Models for Microgrid Optimization -- 8. A Data-Driven Approach for Multiobjective Loan Portfolio Optimization Using Machine-Learning Algorithms and Mathematical Programming -- 9. Multiobjective Routing in a Metropolitan City with Deterministic and Dynamic Travel and Waiting Times, and One-Way Traffic Regulation -- 10. Designing Resilient Global Supply Chain Networks over Multiple Time Periods within Complex International Environments -- 11. MCDM-Based Modeling Framework for Continuous Performance Evaluation of Employees to Offer Reward and Recognition -- 12. Use of DEA for Studying the Link between Environmental and Manufacturing Performance -- 13. An Integrated Multicriteria Decision-Making Model for New Product Portfolio Management.
• Publisher Details: Boca Raton, Florida : Taylor & Francis Group, CRC Press
• Publication Date: 2017
• Copyright Date: 2017
• Extent: 1 online resource (xvi, 370 pages)
• Subjects: 005.7; COMPUTERS / Database Management / Data Mining; Big data; Multiple criteria decision making; Business logistics -- Decision making; Big data; Business logistics -- Decision making; Multiple criteria decision making; TECHNOLOGY & ENGINEERING / Operations Research; Electronic books
• Languages: English
• ISBNs: 9781351648691; 1351648691
• Related ISBNs: 9781498753555; 1498753558
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; description based on ebook (EBSCOhost, viewed December 11, 2017).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.