Decision Analytics Applications in Industry

by P. K. Kapur, Gurinder Singh, Yury S. Klochkov, Uday Kumar

Overview

This book presents a range of qualitative and quantitative analyses in areas such as cybersecurity, sustainability, multivariate analysis, customer satisfaction, parametric programming, software reliability growth modeling, and blockchain technology, to name but a few. It also highlights integrated methods and practices in the areas of machine learning and genetic algorithms. After discussing applications in supply chains and logistics, cloud computing, six sigma, production management, big data analysis, satellite imaging, game theory, biometric systems, quality, and system performance, the book examines the latest developments and breakthroughs in the field of science and technology, and provides novel problem-solving methods.

The themes discussed in the book link contributions by researchers and practitioners from different branches of engineering and management, and hailing from around the globe. These contributions provide scholars with aplatform to derive maximum utility in the area of analytics by subscribing to the idea of managing business through system sciences, operations, and management. Managers and decision-makers can learn a great deal from the respective chapters, which will help them devise their own business strategies and find real-world solutions to complex industrial problems.

Product Details

ISBN-13:	9789811536427
Publisher:	Springer Nature Singapore
Publication date:	05/28/2020
Series:	Asset Analytics
Edition description:	1st ed. 2020
Pages:	555
Product dimensions:	6.10(w) x 9.25(h) x (d)

About the Author

P. K. Kapur is Director of the Amity Centre for Interdisciplinary Research, Amity University, Noida, and former Dean of the Faculty of Mathematical Sciences, University of Delhi, India. He has been the President of the SREQOM (Regd.) since 2000 and is a former President of ORSI. He is the Editor-in-Chief of International Journal of System Assurance Engineering and Management, Springer (India), has published over 350 papers in international journals and proceedings, and has co-authored two books on Software Reliability with OR Applications.

Gurinder Singh is Group Vice Chancellor of Amity Universities, Director General of the Amity Group of Institutions, India, and Vice Chairman of the Global Foundation for Learning Excellence. He holds doctorate and postgraduate degrees from the Indian Institute of Foreign Trade, Delhi and has more than 20 years of experience in institutional building, teaching, research, and industry. He has given keynote lectures at various international forums which include the prestigious Million Dollar Round Table Conference at Harvard Business School, NYU, University of Leeds, University of Berkeley, National University of Singapore, and many more.

Yury S. Klochkov is Director of the Monitoring Center for Education and Research and a Professor at the Department of Economics and Management in Mechanical Engineering, St. Petersburg Polytechnic University, Russia. He completed his Ph.D. and postdoctoral degree in Standardization and Quality Management in 2006 and 2012, respectively. In the past, he has held several job positions at Samara State Aerospace University, including Director of Quality Management and Vice-President of the Thesis Committee. He has authored over 100 publications in various areas of quality management.

Uday Kumar is the Chair Professor of Operation and Maintenance Engineering, and Director of Research and Innovation (Sustainable Transport) and of Luleå Railway Research Center at Luleå University of Technology, Sweden. He has published more than 350 papers in international journals and conference proceedings, co-authored 4 books on maintenance engineering, and contributed to the World Encyclopedia on Risk Management. He is one of the Editors-in-Chief of the International Journal of System Assurance and Management (Springer) and an Area Editor (Europe) for the Journal of Quality in Maintenance Engineering (Emerald).

Table of Contents

Application of Demand-Side Management Techniques for Sustainable Energy.- Effect of Internal Customer Satisfaction Index on Revamping of ISO Implementation Structure in a R&D Organization.- An Empirical Research on the Role of Cloud based HRIS & HRM Functions in Organizational Performance.- Synchronization of UPFC in Active Distribution Systems.- Study of FM/ FM(FM) / 1 / L Queue with Server Startup under Threshold N Policy using Parametric Non-linear Programming Method.- NHPP based SRGM using Time Dependent Fault Reduction Factors (FRF) and Gompertz TEF.- Implementation of Low Carbon Logistics in Indian SMEs - A Statistical Study.- A Game Theoretic Model of Deceptive Ambush as Counter Measure for Habitat Selection in Cross-Border Infiltration.- Can we Hold on to our Heritage Monuments for Long? Relooking the Existing Challenges in Heritage Management through “Alpha & Omega Yog Model of Mind” (SERIES-1).- Rendering Blockchain Immutability inChatserver: A Node.js Approach.- Comparative Study and Analysis of Various Facial Emotion Recognition Techniques.- A Novel Block Hashing based Template Security Scheme for Multi-modal Biometric System.- Edge Computing in Smart Villages.- Time Series Analysis: A Machine Learning Approach.- A Study of the Effectiveness of Online Marketing Strategies of Packaged Health Food Brands w.r.t. Gender.- A Proposal for Dual Data Selection using Parallel Genetic Algorithm.- Exploring Alternative Financial route in Private Investor Capital: A Case of Gramiksha.- Performance Analysis of Optimal Placement of Multiple DG Using PSO.- Cognitive Activities help Delay Dementia in 60 Plus Population.- Predicting the Fix Time of a Reported Bug using Radoop: A Big Data Approach.- Measurement and Governance of Health of Information Technology Projects Through Use of Discriminant Analysis Technique.- An S-shaped Fault Detection and Correction SRGM Subject to Gamma Distributed Random Field Environment and Release Time Optimization.- Autoregressive Model for Multivariate Crime Prediction.- Reliability and Profit Analysis of a Power Generating System with Effect of Ambient Temperature and Priority for Repair to the Gas Turbine Over Steam Turbine on System Failure.- Forces Driving a Trading Company Towards CSR: A Case Study of GCF.- Automated Censoring of Cigarettes in Videos using Deep Learning Techniques.- Qualimetry In The Consumer Quality Assessment of Cars Class C.- Algorithms for Managing the Sustainability of the Development of Production Systems in the Context of the Technological Level of Industries.- Reliability Assessment of Multi-Release Software System under Imperfect Fault Removal Phenomenon.- Understanding Guest Experience Using Online Reviews.- e-Epidemic Model for the Analysis of Antidotal and Quarantine with Impact of Malicious Objects in Computer Network.- Study of Identity Based Encryption for Cloud Data Security.- An Assessment of Research Process Management Software Usage in Indian Higher Education.- Conical Conformal Antenna Array using SIW Backed Feeding Technique for X Band Applications.- Effect of Preservation Technology on Optimization of Two Warehouse Inventory Model for Deteriorating Items.- Techniques of Test Case Prioritization.- Condition Monitoring and Reliability Prediction of I&C Cables for use in Probabilistic Safety Assessment of NPPs.- Industry 4.0 Optimizing Logistics Processes and Supply Chain Management in Industries.- Integrating Science of Six Sigma to the art of Marketing.- Quality of Maintenance Activity.- Maintenance of Railway Infrastructure using Cyber-Physical Systems.- A Graph Theoretic Analysis on Functional EEG Network in Igraph R.