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Titlebook: Advances in Service Science; Proceedings of the 2 Hui Yang,Robin Qiu Conference proceedings 2019 Springer Nature Switzerland AG 2019 Servic

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Computational Topology in Image Contextreal-world dataset and compare it to a sequential approach that first uses out-of-the-box ML to predict arrival rates and subsequently determines the according capacity using queuing models. We find that both data-driven approaches can significantly improve the performance compared to a naive benchm
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Nilanjana Karmakar,Arindam Biswasave their own characteristics. In this work, we provide a unified framework that provides a consistent approach for specifying cost models for different service offerings while being flexible enough to handle individual differences among them.
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Incentive-Based Rebalancing of Bike-Sharing Systems,hile incentives help improve bike availability in general throughout the system (i.e., better balance and service), offering too many incentives can in fact reduce total profit due to decreased marginal profit per ride.
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Data-Driven Capacity Management with Machine Learning: A Novel Approach and a Case-Study for a Publreal-world dataset and compare it to a sequential approach that first uses out-of-the-box ML to predict arrival rates and subsequently determines the according capacity using queuing models. We find that both data-driven approaches can significantly improve the performance compared to a naive benchm
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Harnessing Big Data and Analytics Solutions in Support of Smart City Services,support of big data and analytics technologies, we use city mobility services to demonstrate the great potential of the proposed integration and aggregation framework. Specifically, real time data from Citi Bike is collected, processed, and modeled. The developed prototype in support of city mobilit
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