Concepedia

Andrea Villmann

AV

Statistics

Publications

3

Citations

56

H-Index

3

Active since

2017

Affiliations

Hochschule Mittweida(Current)

Andrea Villmann is an author at Hochschule Mittweida specializing in pattern recognition, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningPattern RecognitionData ScienceData MiningText MiningDeep LearningClassificationQuantum Volume

Publications per year

2017–2020

3

Publications

3

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

David Nebel, Marika Kaden, Andrea Villmann et al. · Neurocomputing · 2017 · 24 citations

Improved Classification Learning, Data Classification, Instance-based Learning +14

Quantum-inspired learning vector quantizers for prototype-based classification

Thomas Villmann, Alexander Engelsberger, Jensun Ravichandran et al. · Neural Computing and Applications · 2020 · 17 citations · Full text

Quantum Software, Machine Learning, Quantum System Software +19

Fusion of deep learning architectures, multilayer feedforward networks and learning vector quantizers for deep classification learning

Thomas Villmann, Michael Biehl, Andrea Villmann et al. · 2017 · 15 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +19

1–3 of 3