AI Explainability 360 Toolkit for Time-Series and Industrial Use Cases

This tutorial is presented at ACM SIGKDD 2023. You can access the abstract at ACM Digital Library, or IBM Research Portal, or the Tutorial Website. In this tutorial, we plan to demonstrate the usage of TSSaliency, TSLime, TSICE, NNContrastive and GroupedCE explainers from AIX360 using the following industrial use cases: Engine Fault Detection, Energy Load Forecasting, and Concrete Comprehensive Strength Prediction.

Tutorial slides can be downloaded from here.

To run the demonstrations in this tutorial, your system must meet the software requirements provided in Setup Instructions. If you are using any part of this demo tutorial, please cite [GMG+23]. Refer to

You can use the table of contents below, or the sidebar, or the “next/previous page” at the bottom of this web page to navigate and switch between the demo books.

• Setup Instructions
• Engine Fault Detection
• Energy Load Forecasting
• Concrete Compressive Strength
• References