A demo system that detects and localizes household appliance usage in aggregate smart meter readings using class-activation maps trained with weak possession labels.
Bake off redux: a review and experimental evaluation of recent time series classification algo- rithms,
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DeviceScope: An Interactive App to Detect and Localize Appliance Patterns in Electricity Consumption Time Series
A demo system that detects and localizes household appliance usage in aggregate smart meter readings using class-activation maps trained with weak possession labels.