Time series clustering and characterization

• Main Author: Lie, Rhys
• Other Authors: Michele Nguyen
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Time series analysis; Clustering; Regime analysis; Financial trading
• Online Access: https://hdl.handle.net/10356/175124
• Institution: Nanyang Technological University

Among the vast volumes of data generated daily in our modern digital world, time series data represents a major category with broad applicability. Time series data refers to a collection of data points indexed by time, and it has major practical uses in the fields of finance, business, environment,...