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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)

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|Jan 23, 2025

Exploration of transfer learning techniques for the prediction of PM<sub>10</sub>.

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

|Dec 13, 2021

Deep learning-a first meta-survey of selected reviews across scientific disciplines, their commonalities, challenges and research impact.

Jan Egger, Antonio Pepe, Christina Gsaxner

|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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Frequent Collaborators

4 joint publications

Mario Lovrić

2 joint publications

Emanuel Lacić

1 joint publications

Göran Klobučar

1 joint publications

Bono Lučić

1 joint publications

Kristina Pavlović

1 joint publications

Mirjana Turkalj

1 joint publications

Tomislav Đuričić

1 joint publications

Hussain Hussain

1 joint publications

Antonio Pepe

1 joint publications

Yuan Jin

Frequent Collaborators

4 joint publications

Mario Lovrić

2 joint publications

Emanuel Lacić

1 joint publications

Göran Klobučar

1 joint publications

Bono Lučić

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