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All publications by John V. Guttag
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Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task
Jenna Wiens, Eric Horvitz and John V. Guttag
Advances in Neural Information Processing Systems 25, 2012


Application of Machine Learning To Epileptic Seizure Detection
Ali H. Shoeb and John V. Guttag
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Active Learning Applied to Patient-Adaptive Heartbeat Classification
Jenna Wiens and John V. Guttag
Advances in Neural Information Processing Systems 23, 2010


Identifying Patients at Risk of Major Adverse Cardiovascular Events Using Symbolic Mismatch
Zeeshan Syed and John V. Guttag
Advances in Neural Information Processing Systems 23, 2010


Learning Approximate Sequential Patterns for Classification
Zeeshan Syed, Piotr Indyk and John V. Guttag
Journal of Machine Learning Research, 2009