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Moritz Heusinger
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2020 – today
- 2023
- [b1]Moritz Heusinger:
Learning with high dimensional data and preprocessing in non-stationary environments. Bielefeld University, Germany, 2023 - 2022
- [j4]Moritz Heusinger, Christoph Raab, Frank-Michael Schleif
:
Dimensionality reduction in the context of dynamic social media data streams. Evol. Syst. 13(3): 387-401 (2022) - [j3]Moritz Heusinger
Passive concept drift handling via variations of learning vector quantization. Neural Comput. Appl. 34(1): 89-100 (2022) - [c9]Moritz Heusinger, Frank-Michael Schleif:
A Streaming Approach to the Core Vector Machine. ICAISC (2) 2022: 91-101 - [i2]Moritz Heusinger, Christoph Raab, Fabrice Rossi, Frank-Michael Schleif
Federated Learning - Methods, Applications and beyond. CoRR abs/2212.11729 (2022) - 2021
- [j2]Eddi Miller
Enhanced Changeover Detection in Industry 4.0 Environments with Machine Learning. Sensors 21(17): 5896 (2021) - [c8]Moritz Heusinger, Christoph Raab, Fabrice Rossi, Frank-Michael Schleif
Federated Learning - Methods, Applications and beyond. ESANN 2021 - [c7]Moritz Heusinger, Frank-Michael Schleif:
Classification in Non-stationary Environments Using Coresets over Sliding Windows. IWANN (1) 2021: 126-137 - 2020
- [j1]Christoph Raab, Moritz Heusinger, Frank-Michael Schleif
Reactive Soft Prototype Computing for Concept Drift Streams. Neurocomputing 416: 340-351 (2020) - [c6]Moritz Heusinger, Christoph Raab, Frank-Michael Schleif
Analyzing Dynamic Social Media Data via Random Projection - A New Challenge for Stream Classifiers. EAIS 2020: 1-8 - [c5]Moritz Heusinger, Frank-Michael Schleif
Random Projection in supervised non-stationary environments. ESANN 2020: 405-410 - [c4]Moritz Heusinger, Frank-Michael Schleif:
Random Projection in the Presence of Concept Drift in Supervised Environments. ICAISC (1) 2020: 514-524 - [c3]Moritz Heusinger, Frank-Michael Schleif
Reactive Concept Drift Detection Using Coresets Over Sliding Windows. SSCI 2020: 1350-1355 - [i1]Christoph Raab, Moritz Heusinger, Frank-Michael Schleif:
Reactive Soft Prototype Computing for Concept Drift Streams. CoRR abs/2007.05432 (2020)
2010 – 2019
- 2019
- [c2]Christoph Raab, Moritz Heusinger, Frank-Michael Schleif
Reactive Soft Prototype Computing for frequent reoccurring Concept Drift. ESANN 2019 - [c1]Moritz Heusinger, Christoph Raab, Frank-Michael Schleif:
Passive Concept Drift Handling via Momentum Based Robust Soft Learning Vector Quantization. WSOM+ 2019: 200-209
Coauthor Index
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