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· 제목 : AI and Analytics for Smart Cities and Service Systems: Proceedings of the 2021 Informs International Conference on Service Science (Paperback, 2021)
· 분류 : 외국도서 > 경제경영 > 운영분석
· ISBN : 9783030902773
· 쪽수 : 406쪽
· 출판일 : 2022-11-13
· 분류 : 외국도서 > 경제경영 > 운영분석
· ISBN : 9783030902773
· 쪽수 : 406쪽
· 출판일 : 2022-11-13
목차
1. Deep Learning and Prediction of Survival Period for Breast Cancer Patients
2. Should Managers Care About Intra-Household Heterogeneity?
3. Penalizing Neural Network and Autoencoder for the Analysis of Marketing Measurement Scales in Service Marketing Applications
4. Prediction of Gasoline Octane Loss Based on t-SNE and Random Forest
5. Introducing AI General Practitioners to Improve Healthcare Services
6. A U-Net Architecture Based Model for Precise Air Pollution Concentration Monitoring
7. An Interpretable Ensemble Model of Acute Kidney Disease Risk
8. Algorithm for Predicting Bitterness of Children's Medication
9. Intelligent Identification of High Emission Road Segment Based on Large-Scale Traffic Datasets
10. Construction Cost Prediction for Multi-family Housing Projects based on Support Vector Regression
11. Evolution of Intellectual Structure of Data Mining Research Based on Keywords
12. 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 Consumption
14. Simulation Analysis on the Effect of Market-Oriented Rental Housing Construction Policy in Nanjing
15. Accidents Analysis and Severity Prediction Using Machine Learning Algorithms
16. The Use of Binary Choice Forests to Model and Estimate Discrete Choices
17. Prediction and Analysis of Chinese Water Resource: A System Dynamics Approach
18. 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 Example
20. The Power of Analytics in Epidemiology for COVID 19: Prediction, Prevalence, and Vaccine Allocation
21. Electric Vehicle Battery Charging Scheduling Under the Battery Swapping Mode
22. Information Design for E-Consult Between Vertically Competing Healthcare Providers
23. Order Batching Problem in O2O Supermarkets
24. Integrating Empirical Analysis into Analytical Framework: An Integrated Model Structure for On-Demand Transportation
25. Patient Transfer Under Ambulance Offload Delays: An Approximate Dynamic Programming Approach
26. COVID-19 Epidemic Forecasting and Cost-Effectiveness Analysis: A Case Study of Hong Kong
27. Crowdsourcing Electrified Mobility for Omni-Sharing Distributed Energy Resources
28. Covid-19 Intervention Policy Optimization Using a Multi-Population Evolutionary Algorithm
29. Data-driven Joint Pricing and Inventory Management Newsvendor Problem
30. Additive Manufacturing Global Challenges in the Industry 4.0 Era
31. Broadening the Scope of Analysis for Peer-To-Peer Local Energy Markets to Improve Design Evaluations: An Agent-Based Simulation Approach
