Marika Kaden - Publications, H-index & Citations

Marika Kaden

Mittweida University of Applied Sciences

14H指数

71论文数

547被引数

收录论文 12

发表时间

FA(IR)2MA-GLVQ – A hidden-feature-bias mitigation approach for fairness in classification learning based on generalized matrix learning vector quantization FA(IR)2MA-GLVQ——一种基于广义矩阵学习向量量化的分类学习中公平性隐藏特征偏差缓解方法

Neurocomputing

IF6.5

2026-03-02

OAAI

Marika Kaden; Ronny Schubert; Julius Voigt; Lynn Reuss; Alexander Engelsberger; Sofie Lövdal; Elina L. van den Brandhof; Michael Biehl; Thomas Villmann

Reliable Classification Learning for Medical Data Analysis Using Prototype-Based Models 基于原型模型的医学数据分析可靠分类学习

ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2025, PT I

IF0

2026-01-01

PREAI

Voigt, Julius; Kaden, Marika; Reussl, Lynn, V; Villmann, Thomas

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

NEUROCOMPUTING

IF6.5

2023-10-01

PREAI

Bohnsack, Katrin Sophie; Voigt, Julius; Kaden, Marika; Heinke, Florian; Villmann, Thomas

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

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2023-01-01

PREAI

Bohnsack, Katrin Sophie; Kaden, Marika; Abel, Julia; Villmann, Thomas

Variants of recurrent learning vector quantization

NEUROCOMPUTING

IF6.5

2022-09-01

PREAI

Ravichandran, Jensun; Kaden, Marika; Villmann, Thomas

Variants of DropConnect in Learning vector quantization networks for evaluation of classification stability

NEUROCOMPUTING

IF6.5

2020-08-01

PREAI

Ravichandran, Jensun; Kaden, Marika; Saralajew, Sascha; Villmann, Thomas

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

BIODATA MINING

IF6.1

2019-01-05

OAAI

Bittrich, Sebastian; Kaden, Marika; Leberecht, Christoph; Kaiser, Florian; Villmann, Thomas; Labudde, Dirk

Types of (dis-)similarities and adaptive mixtures thereof for improved classification learning

NEUROCOMPUTING

IF6.5

2017-12-01

PREAI

Nebel, D.; Kaden, M.; Villmann, A.; Villmann, T.

Learning matrix quantization and relevance learning based on Schatten-p-norms

NEUROCOMPUTING

IF6.5

2016-06-01

PREAI

Bohnsack, A.; Domaschke, K.; Kaden, M.; Lange, M.; Villmann, T.

Kernelized vector quantization in gradient-descent learning

NEUROCOMPUTING

IF6.5

2015-01-01

PREAI

Villmann, Thomas; Haase, Sven; Kaden, Marika

Border-sensitive learning in generalized learning vector quantization: an alternative to support vector machines 广义学习向量量化中的边界敏感学习: 支持向量机的替代方法

SOFT COMPUTING

IF2.5

2014-11-20

PREAI

Kaden, Marika; Riedel, Martin; Hermann, Wieland; Villmann, Thomas

Lateral enhancement in adaptive metric learning for functional data

NEUROCOMPUTING

IF6.5

2014-05-01

PREAI

Villmann, T.; Kaden, M.; Nebel, D.; Riedel, M.

研究方向