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Data Stream Mining Techniques Sign in to save

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Papers 12

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Dynamic data management for continuous retraining
2022 conference-paper Computer Science Data Stream Mining Techniques

Evgeny Kusmenko, Jonas Ritz, Bernhard Rumpe⋆, Moritz Benedikt Weber

17

citations
Process-Oriented Stream Classification Pipeline: A Literature Review
2022 Applied Sciences article Computer Science Data Stream Mining Techniques Open access

Lena Clever, Janina Pohl, Jakob Bossek, Pascal Kerschke, Heike Trautmann

6

citations
Improving the Output Quality of Official Statistics Based on Machine Learning Algorithms
2022 Journal of Official Statistics article Computer Science Data Stream Mining Techniques Open access

Quinten Meertens, Cees G. H. Diks, H.J. van den Herik, Frank W. Takes

6

citations
Hyper-parameter Optimization for Latent Spaces
2021 Lecture notes in computer science conference-paper Computer Science Data Stream Mining Techniques

Bruno Veloso, Luciano Caroprese, Sónia Teixeira, Giuseppe Manco, Holger H. Hoos, João Manuel Portela da Gama

4

citations
Ensembles of Long Short-Term Memory Experts for Streaming Data with Sudden Concept Drift
2021 IEEE International Conference on Machine Learning and Applications (ICMLA) conference-paper Computer Science Data Stream Mining Techniques

Sabine Apfeld, Alexander Charlish, Gerd Ascheid

3

citations
Measuring data drift with the unstable population indicator
2024 Data Science article Computer Science Data Stream Mining Techniques Open access

M. Haas, Lisette Sibbald

2

citations
Algorithm Recommendation for Data Streams
2022 Cognitive technologies book-chapter Computer Science Data Stream Mining Techniques Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

1

citations
Performance-based drift detection for active machine learning model adaption: A comparative analysis across 35 HVAC devices
2025 Journal of Physics Conference Series article Computer Science Data Stream Mining Techniques Open access

0

citations
Concept drift detection in district heating: A characterization framework and detector-centric benchmark
2026 Energy and AI article Computer Science Data Stream Mining Techniques Open access

K Derzsi, Jonas Klingebiel, Dirk Müller

0

citations
Concept drift detection in district heating: A characterization framework and detector-centric benchmark
2026 Energy and AI article Computer Science Data Stream Mining Techniques Open access

K Derzsi, Jonas Klingebiel, Dirk Müller

0

citations
Frugal Machine Learning
2021 TU/e Research Portal preprint Computer Science Data Stream Mining Techniques Open access

Mikhail Evchenko, Joaquin Vanschoren, Holger H. Hoos, Marc Schoenauer, Michèle Sébag

0

citations
Improving the output quality of official statistics based on machine learning algorithms
2021 arXiv (Cornell University) preprint Computer Science Data Stream Mining Techniques Open access

Quinten Meertens, Cees G. H. Diks, H.J. van den Herik, Frank W. Takes

0

citations

12 results

Most active Aachen authors

Holger H. Hoos 29,243 citations overall
2 papers
Dirk Müller 10,249 citations overall
2 papers
Frank W. Takes 1,375 citations overall
2 papers
Jonas Klingebiel 135 citations overall
2 papers
K Derzsi 6 citations overall
2 papers
Bernhard Rumpe⋆ 11,667 citations overall
1 paper
H.J. van den Herik 6,713 citations overall
1 paper
Gerd Ascheid 5,553 citations overall
1 paper
Jan N. van Rijn 3,061 citations overall
1 paper
Jakob Bossek 1,265 citations overall
1 paper
M. Haas 716 citations overall
1 paper
Evgeny Kusmenko 288 citations overall
1 paper
Jonas Ritz 20 citations overall
1 paper
Moritz Benedikt Weber 17 citations overall
1 paper

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Papers per year

Papers 12

Most active Aachen authors

Data Stream Mining Techniques Sign in to save