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Andrea Villmann

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

6

Venues

2

Active years

2017–2023

Best venue rank

National

Where they publish

Papers

6 indexed papers, newest first.

YearVenueTitleAuthors
2023ICAISCThe Geometry of Decision Borders Between Affine Space Prototypes for Nearest Prototype Classifiers.Mehrdad Mohannazadeh Bakhtiari, Andrea Villmann, Thomas Villmann
2020ESANNQuantum-Inspired Learning Vector Quantization for Classification Learning.Thomas Villmann, Jensun Ravichandran, Alexander Engelsberger, Andrea Villmann, Marika Kaden
2019ICAISCAppropriate Data Density Models in Probabilistic Machine Learning Approaches for Data Analysis.Thomas Villmann, Marika Kaden, Mehrdad Mohannazadeh Bakhtiari, Andrea Villmann
2018ESANNReliable Patient Classification in Case of Uncertain Class Labels Using a Cross-Entropy Approach.Andrea Villmann, Marika Kaden, Sascha Saralajew, Wieland Hermann, Thomas Villmann
2018ICAISCProbabilistic Learning Vector Quantization with Cross-Entropy for Probabilistic Class Assignments in Classification Learning.Andrea Villmann, Marika Kaden, Sascha Saralajew, Thomas Villmann
2017ICAISCSequence Learning in Unsupervised and Supervised Vector Quantization Using Hankel Matrices.Mohammad Mohammadi, Michael Biehl, Andrea Villmann, Thomas Villmann