Roman Kern

7PUBLICATIONS
12CO-AUTHORS
Context learningProcess control and simulationArtificial life and complex adaptive systemsDeep learningStatistical mechanics in chemistry
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Publications (7)

|Jan 23, 2025
Exploration of transfer learning techniques for the prediction of PM10.

Michael Poelzl, Roman Kern, Simonas Kecorius

|Jun 27, 2024
Interpretability of Causal Discovery in Tracking Deterioration in a Highly Dynamic Process.

Asha Choudhary, Matej Vuković, Belgin Mutlu

|Jan 08, 2023
A Causality-Inspired Approach for Anomaly Detection in a Water Treatment Testbed.

Georgios Koutroulis, Belgin Mutlu, Roman Kern

|Aug 28, 2021
Should We Embed in Chemistry? A Comparison of Unsupervised Transfer Learning with PCA, UMAP, and VAE on Molecular Fingerprints.

Mario Lovrić, Tomislav Đuričić, Han T N Tran

|Jun 02, 2021
Predicting Treatment Outcomes Using Explainable Machine Learning in Children with Asthma.

Mario Lovrić, Ivana Banić, Emanuel Lacić

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