Search Results for author: Anna Leontjeva

Found 2 papers, 2 papers with code

Combining Static and Dynamic Features for Multivariate Sequence Classification

1 code implementation20 Dec 2017 Anna Leontjeva, Ilya Kuzovkin

In real-life scenarios, however, it is often the case that both static and dynamic features are present, or can be extracted from the data.

Classification General Classification

Temporal Stability in Predictive Process Monitoring

1 code implementation12 Dec 2017 Irene Teinemaa, Marlon Dumas, Anna Leontjeva, Fabrizio Maria Maggi

We then show that temporal stability can be enhanced by hyperparameter-optimizing random forests and XGBoost classifiers with respect to inter-run stability.

Predictive Process Monitoring Time Series

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