Advances in analytics and applications. ([2019])

• Record Type: Book
• Further Information: Note: Arnab Kumar Laha, editor.
• Editors: Laha, Arnab Kumar
• Other Names: International Conference on Advanced Data Analysis, Business Analytics and Intelligence, 5th
• Contents: PART I: Overviews 1. Machine Learning 2. Regression Methods 3. Functional Data Analysis 4. Directional Data Analysis 5. Branching Processes PART II: PREDICTIVE ANALYTICS APPLICATIONS 6. Click-Through Rate Estimation using CHAID Classification Tree Model 7. Predicting Success Probability in Professional Tennis Tournaments: Using a Logistic Regression Model 8. Hausdorff Path Clustering and Hidden Markov Model Applied to Person Movement Prediction in Retail Spaces 9. Improving Email Marketing Campaign Success Rate Using Personalization 10. Predicting Customer Churn for DTH: Building Churn Score Card for DTH 11. Applying Predictive Analytics in a Continuous Process Industry PART III: MACHINE LEARNING APPLICATIONS 12. Automatic Detection of Tuberculosis using Deep Learning Methods 13. Connected Cars and Driving Pattern: An Analytical Approach to Risk Based Insurance 14. Hybrid Machine Learning and Cognitive approach using Telematics and IoT for Tackling Downtime of Commercial Vehicles and Taxis PART IV: HUMAN RESOURCE ANALYTICS 15. Analytics-led Talent Acquisition for Improving Efficiency and Effectiveness 16. Assessing Student Employability to Help Recruiters Find the Right Candidates PART V : OPERATIONS ANALYTICS 17. Innovative Heuristics Modeling for Dynamic Project Cost Optimization 18. Estimation of Fluid Flow Rate and Mixture Composition using Low Cost Acoustic Sensors for Application in the Oil and Gas Industry PART VI: ANALYTICS IN FINANCE 19. Loan Loss Provisioning Practices in Indian Banks 20. Modeling Leptokurtic Return Distributions in Commodity Markets PART VII : METHODOLOGY 21. OLS: Is That So Useless for Regression with Categorical Data? 22. Estimation of Parameters of Misclassified Size Biased Borel 23. A Stochastic Feedback Queuing Model with Encouraged Arrivals and Retention of Impatient Customers PART VIII: ECONOMETRIC APPLICATIONS 24. Does Banking Competition Granger Cause Banking Stability: The Study of SEM Countries 25. The Relationship Between Insurance and Economic Growth in India: A Cross-region Study Using an Econometric Approach.
• Publisher Details: Singapore : Springer
• Publication Date: 2019
• Extent: 1 online resource
• Subjects: 519.5; Business; Mathematical statistics -- Congresses; Business -- Data processing -- Congresses; Machine learning -- Congresses; MATHEMATICS / Applied; MATHEMATICS / Probability & Statistics / General; Business & Economics -- Corporate Finance; Business & Economics -- Management; Corporate finance; Management & management techniques; Management science; Big data; Management; Business & Economics -- Industries -- Computer Industry; Business mathematics & systems; Electronic books
• Languages: English
• ISBNs: 9789811312083; 9811312087
• Related ISBNs: 9789811312076
• Notes: Note: Online resource; title from PDF title page (Ebsco, viewed September 18, 2018).
• 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.