Aleksandar Anžel

Interpretable Molecular Encodings and Representations for Machine Learning Tasks

iCAN DOI

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Weckbecker, M., Anžel, A., Yang, Z., & Hattab, G. (2024). Interpretable Molecular Encodings and Representations for Machine Learning Tasks. Computational and Structural Biotechnology Journal, 23, 2326–2336. https://doi.org/10.1016/j.csbj.2024.05.035.

Kernel-based Learning for Safe Control of Discrete-Time Unknown Systems under Incomplete Observations

Kernel-Based DOI

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Yang, Z., Dai, X., Yang, W., İlgen, B., Anžel, A., & Hattab, G. (2024). Kernel-based Learning for Safe Control of Discrete-Time Unknown Systems under Incomplete Observations. 43rd Chinese Control Conference (CCC), Kunming, China, 2024, pp. 6627-6632. https://doi.org/10.23919/CCC63176.2024.10662288.

Interactive polar diagrams for model comparison

Polar Diagrams DOI

Polar Diagrams image

Anžel, A., Heider, D., & Hattab, G. (2023). Interactive polar diagrams for model comparison. Computer Methods and Programs in Biomedicine, 242, 107843. https://doi.org/10.1016/j.cmpb.2023.107843.

A parametric approach for molecular encodings using multilevel atomic neighborhoods applied to peptide classification

Parametric Approach DOI

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Hattab, G., Anžel, A., Spänig, S., Neumann, N., & Heider, D. (01 2023). A parametric approach for molecular encodings using multilevel atomic neighborhoods applied to peptide classification. NAR Genomics and Bioinformatics, 5(1). https://doi.org/10.1093/nargab/lqac103.

MOVIS: A multi-omics software solution for multi-modal time-series clustering, embedding, and visualizing tasks

MOVIS DOI

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Anžel, A., Heider, D., & Hattab, G. (2022). MOVIS: A multi-omics software solution for multi-modal time-series clustering, embedding, and visualizing tasks. Computational and Structural Biotechnology Journal, 20, 1044–1055. https://doi.org/10.1016/j.csbj.2022.02.012.

The Visual Story of Data Storage: From Storage Properties to User Interfaces

TVSDS DOI

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Anžel, A., Heider, D., & Hattab, G. (2021). The Visual Story of Data Storage: From Storage Properties to User Interfaces. Computational and Structural Biotechnology Journal, 1(1), 1. https://doi.org/10.1016/j.csbj.2021.08.031.