Instant Adaptive Learning: An Adaptive Filter Based Fast Learning Model Construction For Sensor Signal Time Series Classification On Edge Devices

Construction of learning model under computational and energy constraints, particularly in highly limited training time requirement is a critical as well as unique necessity of many practical IoT applications that use time series sensor signal analytics f
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