Дискриминативті HMM

This paper proposes a discriminative HMM (DHMM) with long state dependence (LSD- DHMM) to segment and label sequential data. The LSD-DHMM overcomes the strong context independent assumption in traditional generative …...

The automatic coding of clinical documents is an important task for today’s healthcare providers. Though it can be viewed as multi-label document classification, the cod- ing problem has the interesting …...