55 citations · 287 across the 28 of their papers we have counts for
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stat.ML2017★ 12 cited
Detecting early signs of depressive and manic episodes in patients with bipolar disorder using the signature-based model
Andrey Kormilitzin, Kate E. A. Saunders, Paul J. Harrison +2
Recurrent major mood episodes and subsyndromal mood instability cause substantial disability in patients with bipolar disorder. Early identification of mood episodes enabling timel…
stat.ML2016★ 8 cited
A Primer on the Signature Method in Machine Learning
Ilya Chevyrev, Andrey Kormilitzin
We provide an introduction to the signature method, focusing on its theoretical properties and machine learning applications. Our presentation is divided into two parts. In the fir…