Concepedia
Statistics
Publications
15
Citations
930
H-Index
14
Active since
2005
Affiliations
Siemens (United States)(Current)
Philipps University of Marburg
Siemens (Germany)
Amazon (United States)
Fabian Mörchen is an author at Siemens (United States) specializing in engineering, data science, and data mining.
Top concepts
EngineeringData ScienceData MiningKnowledge DiscoveryComputer ScienceMachine LearningPattern RecognitionFrequent Pattern MiningText MiningPredictive Analytics
Publications per year
2005–2015
Optimizing time series discretization for knowledge discovery
Fabian Mörchen, Alfred Ultsch · 2005 · 113 citations
Engineering, Machine Learning, Optimization-based Data Mining +18
Mining Compressing Sequential Patterns
Hoang Thanh Lam, Fabian Mörchen, Dmitriy Fradkin et al. · Statistical Analysis and Data Mining The ASA Data Science Journal · 2013 · 109 citations
Knowledge Discovery In Databases, Engineering, Machine Learning +14
Efficient mining of understandable patterns from multivariate interval time series
Fabian Mörchen, Alfred Ultsch · Data Mining and Knowledge Discovery · 2007 · 85 citations
Engineering, Frequent Pattern Mining, Data Science +11
Unsupervised pattern mining from symbolic temporal data
Fabian Mörchen · ACM SIGKDD Explorations Newsletter · 2007 · 84 citations
Engineering, Frequent Pattern Mining, Data Science +14
Mining sequential patterns for classification
Dmitriy Fradkin, Fabian Mörchen · Knowledge and Information Systems · 2015 · 72 citations
Engineering, Frequent Pattern Mining, Data Science +12
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