AI and Analytics for Smart Cities and Service Systems: Proceedings of the 2021 Informs International Conference on Service Science

Book Overview

1. Deep Learning and Prediction of Survival Period for Breast Cancer Patients2. Should Managers Care About Intra-Household Heterogeneity?3. Penalizing Neural Network and Autoencoder for the Analysis of Marketing Measurement Scales in Service Marketing Applications4. Prediction of Gasoline Octane Loss Based on t-SNE and Random Forest5. Introducing AI General Practitioners to Improve Healthcare Services6. A U-Net Architecture Based Model for Precise Air Pollution Concentration Monitoring7. An Interpretable Ensemble Model of Acute Kidney Disease Risk 8. Algorithm for Predicting Bitterness of Children's Medication9. Intelligent Identification of High Emission Road Segment Based on Large-Scale Traffic Datasets10. Construction Cost Prediction for Multi-family Housing Projects based on Support Vector Regression11. Evolution of Intellectual Structure of Data Mining Research Based on Keywords12. Development of a Cost Optimization Algorithm for Food and Flora Waste to Fleet Fuel (F4)13. A Comparative Study of Machine Learning Models in Predicting Energy Consumption14. Simulation Analysis on the Effect of Market-Oriented Rental Housing Construction Policy in Nanjing15. Accidents Analysis and Severity Prediction Using Machine Learning Algorithms16. The Use of Binary Choice Forests to Model and Estimate Discrete Choices17. Prediction and Analysis of Chinese Water Resource: A System Dynamics Approach18. Pricing and Strategies in Queuing Perspective Based on Prospect Theory19. Research on Hotel Customer Preferences and Satisfaction Based on Text Mining: Taking Ctrip Hotel Reviews as an Example20. The Power of Analytics in Epidemiology for COVID 19: Prediction, Prevalence, and Vaccine Allocation21. Electric Vehicle Battery Charging Scheduling Under the Battery Swapping Mode22. Information Design for E-Consult Between Vertically Competing Healthcare Providers23. Order Batching Problem in O2O Supermarkets24. Integrating Empirical Analysis into Analytical Framework: An Integrated Model Structure for On-Demand Transportation25. Patient Transfer Under Ambulance Offload Delays: An Approximate Dynamic Programming Approach26. COVID-19 Epidemic Forecasting and Cost-Effectiveness Analysis: A Case Study of Hong Kong27. Crowdsourcing Electrified Mobility for Omni-Sharing Distributed Energy Resources28. Covid-19 Intervention Policy Optimization Using a Multi-Population Evolutionary Algorithm29. Data-driven Joint Pricing and Inventory Management Newsvendor Problem30. Additive Manufacturing Global Challenges in the Industry 4.0 Era31. Broadening the Scope of Analysis for Peer-To-Peer Local Energy Markets to Improve Design Evaluations: An Agent-Based Simulation Approach

• Format: Hardcover
• Language: English
• ISBN: 3030902749
• ISBN13: 9783030902742
• Release Date: November 2021
• Publisher: Springer
• Length: 406 Pages
• Weight: 1.67 lbs.
• Dimensions: 0.9" x 6.1" x 9.2"