Concepedia

Novelty detection in data streams

Elaine R. Faria, Isabel J. C. R. Gonçalves, André C. P. L. F. de Carvalho, João Gama

Artificial Intelligence Review · 2015 · 109 citations · 65 references

Open access

Concepts

ComputingComputer ScienceData AnalyticsData MiningMachine LearningAnomaly DetectionEvent DetectionNovelty AnalysisNovelty AssessmentOutlier DetectionStreaming AlgorithmsNoveltyNovelty MetricsStream MiningStreaming Data MiningStreaming Outlier Detection

References

65

Data mining: concepts and techniques

Jiawei Han, Micheline Kamber · Choice Reviews Online · 2012 · 28.9K citations

Computing, Computer Science, Data Analytics +9

Statistical Learning Theory

Yuhai Wu, Vladimir Vapnik · Technometrics · 1999 · 27K citations

Computing, Computer Science, Machine Learning +12

UCI Machine Learning Repository

Arthur Asuncion · Medical Entomology and Zoology · 2007 · 24.4K citations

Computing, Computer Science, Artificial Intelligence +10

Least squares quantization in PCM

Sheelagh Lloyd · IEEE Transactions on Information Theory · 1982 · 15.6K citations · Full text

Natural Sciences, Electrical Engineering, Physics +13

Estimating the Support of a High-Dimensional Distribution

Bernhard Schölkopf, John Platt, John Shawe‐Taylor et al. · Neural Computation · 2001 · 5.9K citations

Computing, Computer Science, Mathematics +12