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- W4286539999 abstract "The regeneration of the industrial waterfront is a global issue, and its significance lies in transforming the waterfront brownfield into an eco-friendly, hospitable, and vibrant urban space. However, the industrial waterfront naturally has comparatively unmanageable morphological features, including linear shape, irregular waterfront boundary, and separation with urban networks. Therefore, how to subdivide the vacant land and determine the land-use type for each subdivision becomes a challenging problem. Accordingly, this study proposes an application of machine learning models. It allows the generation of morphological elements of the vacant industrial waterfront by comparing the before-and-after scenarios of successful regeneration projects. The data collected from New York City is used as a showcase of this method." @default.
- W4286539999 created "2022-07-22" @default.
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- W4286539999 date "2022-01-01" @default.
- W4286539999 modified "2023-10-03" @default.
- W4286539999 title "Morphological Regeneration of the Industrial Waterfront Based on Machine Learning" @default.
- W4286539999 doi "https://doi.org/10.52842/conf.caadria.2022.1.475" @default.
- W4286539999 hasPublicationYear "2022" @default.
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