Katrin Sophie Bohnsack

Orcid: 0000-0002-2361-107X

According to our database1, Katrin Sophie Bohnsack authored at least 8 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Biologically-Informed Shallow Classification Learning Integrating Pathway Knowledge.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023
Multi-proximity based embedding scheme for learning vector quantization-based classification of biochemical structured data.
Neurocomputing, October, 2023

Alignment-Free Sequence Comparison: A Systematic Survey From a Machine Learning Perspective.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Efficient Representation of Biochemical Structures for Supervised and Unsupervised Machine Learning Models Using Multi-Sensoric Embeddings.
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022
Learning vector quantization as an interpretable classifier for the detection of SARS-CoV-2 types based on their RNA sequences.
Neural Comput. Appl., 2022

Efficient classification learning of biochemical structured data by means of relevance weighting for sensoric response features.
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

2021
The Resolved Mutual Information Function as a Structural Fingerprint of Biomolecular Sequences for Interpretable Machine Learning Classifiers.
Entropy, 2021

Virxicon: a lexicon of viral sequences.
Bioinform., 2021


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