When More Modalities Hurt: Modality Dropout for Heavy-Duty Vehicle Engine Diagnostics

Adeel Zafar, Slawomir Nowaczyk, Hamid Sarmadi +1

Heavy-duty vehicle diagnostics generate three disconnected data modalities: unstructured multi- lingual service complaints, high-dimensional sensor telemetry with over 80% missing…