Analysis on the impact of feature reduction on time-series data

Time-Series Classification has many practical applications in areas like industrial process monitoring and anomaly detection. However, the sheer volume and size of the datasets often make it difficult to conduct any analysis without first performing dimensionality reduction. Recent studies have expl...

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Bibliographic Details
Main Author: Tan, Ernest Yong En
Other Authors: A S Madhukumar
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/137889