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Interpreting Graph Neural Networks with Myerson Values for Cheminformatics Approaches Homberg, Samuel K.R.; Modlich, Malte L.; Becker, Marlon; Menke, Janosch; Morris, Garrett M.; Risse, Benjamin; Koch, Oliver (2025) In: Walter Senn, Marcello Sanguineti, Ausra Saudargiene, Igor V. Tetko, Alessandro E. P. Villa, Viktor Jirsa, Yoshua Bengio (eds.), Artificial Neural Networks and Machine Learning. ICANN 2025 International Workshops and Special Sessions. LNCS 16072: Springer Nature. Abstract in edited proceedings (conference)
Similarity-based pairing improves efficiency of siamese neural networks for regression tasks and uncertainty quantification Zhang, Yumeng; Menke, Janosch; He, Jiazhen; Nittinger, Eva; Tyrchan, Christian; Koch, Oliver; Zhao, Hongtao (2023) In: Journal of Cheminformatics, 15(1), 75. Research article (journal)
Natural product scores and fingerprints extracted from artificial neural networks Menke, Janosch; Massa, Joana; Koch, Oliver (2021) In: Computational and Structural Biotechnology Journal, 19. Research article (journal)
Using Domain-Specific Fingerprints Generated through Neural Networks to Enhance Ligand-Based Virtual Screening Menke, Janosch; Koch, Oliver (2021) In: Journal of Chemical Information and Modeling, 61(2). Research article (journal)

Duration: 01/10/2019 - 31/03/2024 | 1st Funding period

Funded by: DFG - Research Training Group

Type of project: Main DFG-project hosted at University of Münster

Dissertation Prize of the Faculty of Chemistry and Pharmacy 2023
Awarded by: University of Münster
Award given to: Menke, Janosch
Announced at: 01/12/2023 | Date of awarding: 12/01/2024
Type of distinction: Research award or other distinction