Introduction

This page was built in support for the paper Matrix Profile IV: Using Weakly Labeled Time Series to Predict Outcomes. The resources contained in this page include source code for the proposed Scalable Dictionary learning for Time Series (SDTS) algorithm, datasets, and additional results. 

Supplementary Material

• Code of SDTS Algorithm: [zip].

• Code of SDCTS Algorithm: [zip] [pdf]. (see Appendix A)

• Code for Generating Stress Test Dataset: [zip].

• Spreadsheet of Full Stress Test Result: [xlsx].

• Link to Insect EPG Dataset: [url].

• Link to Neuroscience Dataset: [url].

• Link to Traffic Loop Sensor Dataset: [url].