ISSS608 2018-19 T1 Assign Hou Xuelin

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Overview

Task1

Task2

Task3


Background

Motivation

Objectives

Data Source

Methodology

Exploratory Analysis

Explanatory Analysis

Predictive Analysis

Application Libraries & Packages

Package Name Descriptions
TSrepr Methods for representations (i.e. dimensionality reduction, preprocessing, feature extraction) of time series to help more accurate and effective time series data mining. Non-data adaptive, data adaptive, model-based and data dictated (clipped) representation methods are implemented. Also min-max and z-score normalisations, and forecasting accuracy measures are implemented.

References