Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data

Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook

Domain adaptation (DA) offers a valuable means to reuse data and models for new problem domains. However, robust techniques have not yet been considered for time series data with v…