Moritz Heusinger

According to our database, Moritz Heusinger authored at least 14 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Learning with high dimensional data and preprocessing in non-stationary environments.

Moritz Heusinger

PhD thesis, 2023

2022

Passive concept drift handling via variations of learning vector quantization.

Moritz Heusinger, Christoph Raab, Frank-Michael Schleif

Neural Comput. Appl., 2022

Dimensionality reduction in the context of dynamic social media data streams.

Moritz Heusinger, Christoph Raab, Frank-Michael Schleif

Evol. Syst., 2022

A Streaming Approach to the Core Vector Machine.

Moritz Heusinger, Frank-Michael Schleif

Proceedings of the Artificial Intelligence and Soft Computing, 2022

2021

Enhanced Changeover Detection in Industry 4.0 Environments with Machine Learning.

Eddi Miller, Vladyslav Borysenko, Moritz Heusinger, Niklas Niedner, Bastian Engelmann, Jan Schmitt

Sensors, 2021

Classification in Non-stationary Environments Using Coresets over Sliding Windows.

Moritz Heusinger, Frank-Michael Schleif

Proceedings of the Advances in Computational Intelligence, 2021

Federated Learning - Methods, Applications and beyond.

Moritz Heusinger, Christoph Raab, Fabrice Rossi, Frank-Michael Schleif

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

2020

Reactive Soft Prototype Computing for Concept Drift Streams.

Christoph Raab, Moritz Heusinger, Frank-Michael Schleif

Neurocomputing, 2020

Reactive Concept Drift Detection Using Coresets Over Sliding Windows.

Moritz Heusinger, Frank-Michael Schleif

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Random Projection in the Presence of Concept Drift in Supervised Environments.

Moritz Heusinger, Frank-Michael Schleif

Proceedings of the Artificial Intelligence and Soft Computing, 2020

Random Projection in supervised non-stationary environments.

Moritz Heusinger, Frank-Michael Schleif

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

Analyzing Dynamic Social Media Data via Random Projection - A New Challenge for Stream Classifiers.

Moritz Heusinger, Christoph Raab, Frank-Michael Schleif

Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020

2019

Passive Concept Drift Handling via Momentum Based Robust Soft Learning Vector Quantization.

Moritz Heusinger, Christoph Raab, Frank-Michael Schleif

Proceedings of the Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization, 2019

Reactive Soft Prototype Computing for frequent reoccurring Concept Drift.

Christoph Raab, Moritz Heusinger, Frank-Michael Schleif

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019