articleTop 1% cited
A time series forest for classification and feature extraction
Information Sciences · 2013 · Vol. 239 · pp. 142–153
Houtao Deng✉(Intuit (United States))George C. Runger(Arizona State University)Eugene Tuv(Intel (United States))Martyanov Vladimir(Intel (United States))
Time Series Analysis and ForecastingMusic and Audio ProcessingComplex Systems and Time Series AnalysisDynamic time warpingPattern recognition (psychology)Computer scienceSeries (stratigraphy)Entropy (arrow of time)Time seriesk-nearest neighbors algorithmArtificial intelligenceTime complexityFeature extraction
Funding
- Office of Naval Research
Citations
608
FWCI
12.93
field-weighted impact
References
37
Percentile
99%
vs. same field & year
Citations per year
References
Weighted dynamic time warping for time series classification
Pattern Recognition · 2010 · 659 citations
Multiple Comparisons among Means
Journal of the American Statistical Association · 1961 · 4,376 citations
Random Forests
Machine Learning · 2001 · 121,242 citations
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