Concepedia

Exemplar learning for extremely efficient anomaly detection in real-valued time series

Michael Jones, Daniel Nikovski, Makoto Imamura, Takahisa Hirata

Data Mining and Knowledge Discovery · 2016 · 38 citations · 15 references

Concepts

ComputingData ScienceData MiningMachine LearningTime Series AnalysisAnomaly DetectionAnomaly Detection In Time SeriesFault DetectionSignal ProcessingTime Series Feature ExtractionTime Series ForecastingTime Series Outlier Detection

References

15

LIBSVM

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations

Computing, Computer Science, Machine Learning +12

Multidimensional binary search trees used for associative searching

Jon Bentley · Communications of the ACM · 1975 · 7.5K citations · Full text

Computing, Computer Science, Algorithms +16

Instance-Based Learning Algorithms

David W. Aha, Dennis Kibler, Marc K. Albert · Machine Learning · 1991 · 4.1K citations · Full text

Searching and mining trillions of time series subsequences under dynamic time warping

Thanawin Rakthanmanon, Bilson Campana, Abdullah Mueen et al. · 2012 · 1K citations · Full text

Computing, Computer Science, Data Mining +13

Outlier Detection for Temporal Data: A Survey

Manish Gupta, Jing Gao, Charų C. Aggarwal et al. · IEEE Transactions on Knowledge and Data Engineering · 2014 · 983 citations

Computing, Data Science, Data Analytics +13