Marika Kaden

Can Learning Vector Quantization be an Alternative to SVM and Deep Learning? - Recent Trends and Advanced Variants of Learning Vector Quantization for Classification Learning

Thomas Villmann, Andrea Bohnsack, Marika Kaden · Journal of Artificial Intelligence and Soft Computing Research · 2016 · 56 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +20

Aspects in Classification Learning - Review of Recent Developments in Learning Vector Quantization

Marika Kaden, Mandy Lange, David Nebel et al. · Foundations of Computing and Decision Sciences · 2014 · 54 citations · Full text

Engineering, Machine Learning, Support Vector Machine +18

Kernelized vector quantization in gradient-descent learning

Thomas Villmann, Sven Haase, Marika Kaden · Neurocomputing · 2014 · 41 citations

Kernelized Vector Quantization, Engineering, Machine Learning +4

Alignment-Free Sequence Comparison: A Systematic Survey From a Machine Learning Perspective

Katrin Sophie Bohnsack, Marika Kaden, Julia Abel et al. · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2022 · 32 citations

Alignment-free Sequence Comparison, Machine Learning, Engineering +25

Application of an interpretable classification model on Early Folding Residues during protein folding

Sebastian Bittrich, Marika Kaden, Christoph Leberecht et al. · BioData Mining · 2019 · 30 citations · Full text