Author

Julius Voigt

Observed names: J. Voigt, Voigt, Julius

Observed institution: Hochschule Mittweida

ORCID: 0009-0002-1273-7846

Observed ORCID: 0009-0002-1273-7846

OpenAlex ID: A5061090803

Biologically-Informed Shallow Classification Learning Integrating Pathway Knowledge

2024 · Julius Voigt, Sascha Saralajew, et al. · International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) · 4

Efficient classification learning of biochemical structured data by means of relevance weighting for sensoric response features

2022 · Katrin Sophie Bohnsack, Marika Kaden, et al. · European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) · 4

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Multi-proximity based embedding scheme for learning vector quantization-based classification of biochemical structured data

2023 · Katrin Sophie Bohnsack, Julius Voigt, et al. · Neurocomputing · 3

FA(IR)2MA-GLVQ – A hidden-feature-bias mitigation approach for fairness in classification learning based on generalized matrix learning vector quantization

2026 · Marika Kaden, Ronny Schubert, et al. · Neurocomputing

Enforcing Feature Sparseness for Reliable Classification by Prototype-Based Models

2026 · Marika Kaden, Julius Voigt, et al. · European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN)

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Reliable Classification Learning for Medical Data Analysis Using Prototype-Based Models

2025 · Julius Voigt, Marika Kaden, et al. · Lecture notes in computer science

Knowledge Integration in Vector Quantization Models and Corresponding Structured Covariance Estimation

2024 · M. Kaden, J. Voigt, et al. · Lecture notes in networks and systems

Works count: 8

Citation count: 11

H-index: 3

I10-index: