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Big data analytics using multiple criteria decision-making models / edited by Ramakrishnan Ramanathan, Muthu Mathirajan, A. Ravi Ravindran.

Contributor(s): Mathirajan, M [editor.] | Ramanathan, R, 1966- [editor.] | Ravindran, A, 1944- [editor.].
Material type: materialTypeLabelBookSeries: The operations research series.Publisher: Boca Raton : Taylor & Francis, CRC Press, 2017Description: 1 online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9781315152653; 9781351639163.Subject(s): Big data | Business logistics -- Decision making | Multiple criteria decision makingAdditional physical formats: Print version: : No titleDDC classification: 005.7 Online resources: Click here to view.
Contents:
chapter 1 Multicriteria Leadership and Decisions: Festschrift in Honor of Ravi Ravindran / A. B. Badiru -- chapter 2 Multi-Criteria Decision Making: An Overview and a Comparative Discussion / Ramakrishnan Ramanathan A. Ravi Ravindran Muthu Mathirajan -- chapter 3 Basics of Analytics and Big Data / U. Dinesh Kumar Manaranjan Pradhan Ramakrishnan Ramanathan -- chapter 4 Linear Programming (LP)-Based Two-Phase Classifier for Solving a Classification Problem with Multiple Objectives / Sakthivel Madankumar Pusapati Navya Chandrasekharan Rajendran N. Srinivasa Gupta B. Valarmathi -- chapter 5 Multicriteria Evaluation of Predictive Analytics for Electric Utility Service Management / Raghav Goyal Vivek Ananthakrishnan Sharan Srinivas Vittaldas V. Prabhu -- chapter 6 Multiobjective Forecasting: Time Series Models Using a Deterministic Pseudo-Evolutionary Algorithm / Nagulapally Venkat Ramarao P. Y. Yeshwanth Babu Sankaralingam Ganesh Chandrasekharan Rajendran -- chapter 7 A Class of Models for Microgrid Optimization / Shaya Sheikh Mohammad Komaki Camelia Al-Najjar Abdulaziz Altowijri Behnam Malakooti -- chapter 8 A Data-Driven Approach for Multiobjective Loan Portfolio Optimization Using Machine-Learning Algorithms and Mathematical Programming / Sharan Srinivas Suchithra Rajendran -- chapter 9 Multiobjective Routing in a Metropolitan City with Deterministic and Dynamic Travel and Waiting Times, and One-Way Traffic Regulation / Swaminathan Vignesh Raja Chandrasekharan Rajendran Ramaswamy Sivanandan Rainer Leisten -- chapter 10 Designing Resilient Global Supply Chain Networks over Multiple Time Periods within Complex International Environments / Rodolfo C. Portillo -- chapter 11 MCDM-Based Modeling Framework for Continuous Performance Evaluation of Employees to Offer Reward and Recognition / S. S. Sreejith Muthu Mathirajan -- chapter 12 Use of DEA for Studying the Link between Environmental and Manufacturing Performance / Ramakrishnan Ramanathan -- chapter 13 An Integrated Multicriteria Decision-Making Model for New Product Portfolio Management / Pulipaka Kiranmayi Muthu Mathirajan.
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chapter 1 Multicriteria Leadership and Decisions: Festschrift in Honor of Ravi Ravindran / A. B. Badiru -- chapter 2 Multi-Criteria Decision Making: An Overview and a Comparative Discussion / Ramakrishnan Ramanathan A. Ravi Ravindran Muthu Mathirajan -- chapter 3 Basics of Analytics and Big Data / U. Dinesh Kumar Manaranjan Pradhan Ramakrishnan Ramanathan -- chapter 4 Linear Programming (LP)-Based Two-Phase Classifier for Solving a Classification Problem with Multiple Objectives / Sakthivel Madankumar Pusapati Navya Chandrasekharan Rajendran N. Srinivasa Gupta B. Valarmathi -- chapter 5 Multicriteria Evaluation of Predictive Analytics for Electric Utility Service Management / Raghav Goyal Vivek Ananthakrishnan Sharan Srinivas Vittaldas V. Prabhu -- chapter 6 Multiobjective Forecasting: Time Series Models Using a Deterministic Pseudo-Evolutionary Algorithm / Nagulapally Venkat Ramarao P. Y. Yeshwanth Babu Sankaralingam Ganesh Chandrasekharan Rajendran -- chapter 7 A Class of Models for Microgrid Optimization / Shaya Sheikh Mohammad Komaki Camelia Al-Najjar Abdulaziz Altowijri Behnam Malakooti -- chapter 8 A Data-Driven Approach for Multiobjective Loan Portfolio Optimization Using Machine-Learning Algorithms and Mathematical Programming / Sharan Srinivas Suchithra Rajendran -- chapter 9 Multiobjective Routing in a Metropolitan City with Deterministic and Dynamic Travel and Waiting Times, and One-Way Traffic Regulation / Swaminathan Vignesh Raja Chandrasekharan Rajendran Ramaswamy Sivanandan Rainer Leisten -- chapter 10 Designing Resilient Global Supply Chain Networks over Multiple Time Periods within Complex International Environments / Rodolfo C. Portillo -- chapter 11 MCDM-Based Modeling Framework for Continuous Performance Evaluation of Employees to Offer Reward and Recognition / S. S. Sreejith Muthu Mathirajan -- chapter 12 Use of DEA for Studying the Link between Environmental and Manufacturing Performance / Ramakrishnan Ramanathan -- chapter 13 An Integrated Multicriteria Decision-Making Model for New Product Portfolio Management / Pulipaka Kiranmayi Muthu Mathirajan.

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