Moritz Heusinger

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 15

Top Topics

Learning Vector Quantization

Top Venues

Publications

Moritz Heusinger, Frank-Michael Schleif
A Streaming Approach to the Core Vector Machine. ICAISC (2) (2022)
Moritz Heusinger, Christoph Raab, Frank-Michael Schleif
Dimensionality reduction in the context of dynamic social media data streams. Evol. Syst. 13 (3) (2022)
Moritz Heusinger, Christoph Raab, Frank-Michael Schleif
Passive concept drift handling via variations of learning vector quantization. Neural Comput. Appl. 34 (1) (2022)
Moritz Heusinger, Christoph Raab, Fabrice Rossi, Frank-Michael Schleif
Federated Learning - Methods, Applications and beyond. CoRR (2022)
Moritz Heusinger, Christoph Raab, Fabrice Rossi, Frank-Michael Schleif
Federated Learning - Methods, Applications and beyond. ESANN (2021)
Moritz Heusinger, Frank-Michael Schleif
Classification in Non-stationary Environments Using Coresets over Sliding Windows. IWANN (1) (2021)
Eddi Miller, Vladyslav Borysenko, Moritz Heusinger, Niklas Niedner, Bastian Engelmann, Jan Schmitt
Enhanced Changeover Detection in Industry 4.0 Environments with Machine Learning. Sensors 21 (17) (2021)
Moritz Heusinger, Frank-Michael Schleif
Random Projection in the Presence of Concept Drift in Supervised Environments. ICAISC (1) (2020)
Christoph Raab, Moritz Heusinger, Frank-Michael Schleif
Reactive Soft Prototype Computing for Concept Drift Streams. CoRR (2020)
Christoph Raab, Moritz Heusinger, Frank-Michael Schleif
Reactive Soft Prototype Computing for Concept Drift Streams. Neurocomputing 416 (2020)
Moritz Heusinger, Frank-Michael Schleif
Reactive Concept Drift Detection Using Coresets Over Sliding Windows. SSCI (2020)
Moritz Heusinger, Frank-Michael Schleif
Random Projection in supervised non-stationary environments. ESANN (2020)
Moritz Heusinger, Christoph Raab, Frank-Michael Schleif
Analyzing Dynamic Social Media Data via Random Projection - A New Challenge for Stream Classifiers. EAIS (2020)
Christoph Raab, Moritz Heusinger, Frank-Michael Schleif
Reactive Soft Prototype Computing for frequent reoccurring Concept Drift. ESANN (2019)
Moritz Heusinger, Christoph Raab, Frank-Michael Schleif
Passive Concept Drift Handling via Momentum Based Robust Soft Learning Vector Quantization. WSOM+ (2019)