Moritz Heusinger

17 papers B 3Journal 7Unranked 6

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Detecting Changeover Events on Manufacturing Machines with Machine Learning and NC data. Appl. Artif. Intell. Bastian Engelmann, Anna-Maria Schmitt, Moritz Heusinger, Vladyslav Borysenko, Niklas Niedner, Jan Schmitt
2023	—	`—`	Learning with high dimensional data and preprocessing in non-stationary environments. Moritz Heusinger
2022	—	`conf`	A Streaming Approach to the Core Vector Machine. ICAISC (2) Moritz Heusinger, Frank-Michael Schleif
2022	J	`jnl`	Dimensionality reduction in the context of dynamic social media data streams. Evol. Syst. Moritz Heusinger, Christoph Raab, Frank-Michael Schleif
2022	J	`jnl`	Federated Learning - Methods, Applications and beyond. CoRR Moritz Heusinger, Christoph Raab, Fabrice Rossi, Frank-Michael Schleif
2022	J	`jnl`	Passive concept drift handling via variations of learning vector quantization. Neural Comput. Appl. Moritz Heusinger, Christoph Raab, Frank-Michael Schleif
2021	—	`conf`	Classification in Non-stationary Environments Using Coresets over Sliding Windows. IWANN (1) Moritz Heusinger, Frank-Michael Schleif
2021	J	`jnl`	Enhanced Changeover Detection in Industry 4.0 Environments with Machine Learning. Sensors Eddi Miller, Vladyslav Borysenko, Moritz Heusinger, Niklas Niedner, Bastian Engelmann, Jan Schmitt
2021	B	`conf`	Federated Learning - Methods, Applications and beyond. ESANN Moritz Heusinger, Christoph Raab, Fabrice Rossi, Frank-Michael Schleif
2020	—	`conf`	Analyzing Dynamic Social Media Data via Random Projection - A New Challenge for Stream Classifiers. EAIS Moritz Heusinger, Christoph Raab, Frank-Michael Schleif
2020	B	`conf`	Random Projection in supervised non-stationary environments. ESANN Moritz Heusinger, Frank-Michael Schleif
2020	—	`conf`	Random Projection in the Presence of Concept Drift in Supervised Environments. ICAISC (1) Moritz Heusinger, Frank-Michael Schleif
2020	—	`conf`	Reactive Concept Drift Detection Using Coresets Over Sliding Windows. SSCI Moritz Heusinger, Frank-Michael Schleif
2020	J	`jnl`	Reactive Soft Prototype Computing for Concept Drift Streams. CoRR Christoph Raab, Moritz Heusinger, Frank-Michael Schleif
2020	J	`jnl`	Reactive Soft Prototype Computing for Concept Drift Streams. Neurocomputing Christoph Raab, Moritz Heusinger, Frank-Michael Schleif
2019	—	`conf`	Passive Concept Drift Handling via Momentum Based Robust Soft Learning Vector Quantization. WSOM+ Moritz Heusinger, Christoph Raab, Frank-Michael Schleif
2019	B	`conf`	Reactive Soft Prototype Computing for frequent reoccurring Concept Drift. ESANN Christoph Raab, Moritz Heusinger, Frank-Michael Schleif