HMM-Boost: Improved Time Series State Prediction Via Supervised Hidden Markov Models: Case Studies in Epileptic Seizure and Complex Care Management

Author:

Mavroudeas Georgios1,Magdon-Ismail Malik1,Shou Xiao2,Bennett Kristin P.1

Affiliation:

1. Rensselaer Polytechnic Institute,Department of Computer Science

2. Rensselaer Polytechnic Institute,Department of Mathematics

Publisher

IEEE

Reference22 articles.

1. Application of machine learning to epileptic seizure detection;shoeb;Proceedings of the 27th International Conference on Machine Learning (ICML-10),2010

2. Dynamic Prediction in Clinical Survival Analysis

3. Supervised Mixture Models for Population Health

4. A LSTM-RNN method for the lithuim-ion battery remaining useful life prediction

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