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https://hdl.handle.net/10356/148799
Title: | Data-driven construction of visual query interface for timeseries data | Authors: | Li, Yan | Keywords: | Engineering::Computer science and engineering | Issue Date: | 2021 | Publisher: | Nanyang Technological University | Source: | Li, Y. (2021). Data-driven construction of visual query interface for timeseries data. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/148799 | Project: | SCSE 20-0167 | Abstract: | This paper proposes an innovative way to define “hard-to-draw” patterns from time series data instances. These patterns are essentially time series shapelets, which are small, local patterns in a time series that are highly predictive of a class and very useful for visualization and summarization tasks. A GUI is then derived based on the pruning rules. It automatically generates hard-to-draw shapelets and display to user, which user can just simply drag to the canvas and complete the hand-drawn queries more efficiently. | URI: | https://hdl.handle.net/10356/148799 | Schools: | School of Computer Science and Engineering | Fulltext Permission: | restricted | Fulltext Availability: | With Fulltext |
Appears in Collections: | SCSE Student Reports (FYP/IA/PA/PI) |
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File | Description | Size | Format | |
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FYP_Final_Li Yan.pdf Restricted Access | 3.84 MB | Adobe PDF | View/Open |
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