Window Size Selection in Unsupervised Time Series Analytics: A Review and Benchmark
Arik Ermshaus, Patrick Schäfer, Ulf Leser
Topics & Concepts
Computer scienceAnomaly detectionSegmentationBenchmark (surveying)Window (computing)Time seriesArtificial intelligencePattern recognition (psychology)Data miningAnalyticsSeries (stratigraphy)AlgorithmMachine learningGeodesyGeographyPaleontologyOperating systemBiologyTime Series Analysis and ForecastingComplex Systems and Time Series AnalysisAnomaly Detection Techniques and Applications