基本信息
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职业迁徙
个人简介
My research interests cover efficient data mining algorithms, subspace clustering, and outlier mining in high dimensional and heterogeneous databases. I am leading the open-source initiative OpenSubspace as a general contribution to the research community. It is the basis for an evaluation study on recent data mining approaches ensuring repeatable and comparable experiments. I serve as reviewer at several international conferences and journals, as program chair of three workshops, and as guest editor for the Machine Learning journal.
Research focus:
Efficient knowledge discovery in large and complex databases
Outlier mining
Subspace clustering
Graph mining
Data mining in heterogeneous databases
Applications in
Smart energy networks
Climate and environment surveillance
Bioinformatics
Business intelligence
Research focus:
Efficient knowledge discovery in large and complex databases
Outlier mining
Subspace clustering
Graph mining
Data mining in heterogeneous databases
Applications in
Smart energy networks
Climate and environment surveillance
Bioinformatics
Business intelligence
研究兴趣
论文共 132 篇作者统计合作学者相似作者
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arxiv(2024)
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DaWaKpp.101-106, (2023)
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IJCNNpp.1-8, (2023)
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Benedikt Tobias Müller,Marvin Ender,Jan Erik Swiadek, Mengcheng Jin, Simon Winkel,Dominik Niedziela,Bin Li,Jelle Hüntelmann,Emmanuel Müller
ECML/PKDD (6) (2023): 622-626
arxiv(2023)
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2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA)pp.1-10, (2023)
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International Conference on Computational Intelligence and Intelligent Systemspp.106-117, (2023)
Carina Newen,Emmanuel Müller
2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA)pp.1-8, (2023)
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IJCNNpp.1-8, (2023)
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