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Patrick Toman, Nalini Ravishanker, Nathan Lally and Sanguthevar Rajasekaran
With the advent of the ?Internet of Things? (IoT), insurers are increasingly leveraging remote sensor technology in the development of novel insurance products and risk management programs. For example, Hartford Steam Boiler?s (HSB) IoT freeze loss progr...
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Fei Li, S. G. Cheung, P. K. S. Shin, Xiaoshou Liu, Yanan Li and Fanghong Mu
Ocean acidification threatens marine organisms continuously. To ascertain if adaptation of marine species to ocean acidification enhanced over multiple generations, we studied the transgenerational effects of ocean acidification on the development, repro...
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Dimitrios Kalfas, Stavros Kalogiannidis, Fotios Chatzitheodoridis and Ermelinda Toska
Sustainable development has attracted the attention of social-economic, spatial well-being, and cultural continuity advocates across the world. However, the processes involved in land use as well as urban development have continued to affect the attainme...
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Xiaoping Liu, Shengdong Cheng, Ziyao Miao, Zhanbin Li, Peng Li, Tong Liu, Hegang Zhi, Shen Zhang, Yifan Wang and Xing Zheng
Hongjiannao is the largest inland lake in China?s deserts. In recent years, the water quality and area of the Hongjiannao Lake have continued to decline, which is closely associated with the economic development in the Hongjiannao basin. To explore the c...
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Raphael C. Engelhardt, Marc Oedingen, Moritz Lange, Laurenz Wiskott and Wolfgang Konen
The demand for explainable and transparent models increases with the continued success of reinforcement learning. In this article, we explore the potential of generating shallow decision trees (DTs) as simple and transparent surrogate models for opaque d...
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