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Detecting and classifying outliers in big functional data |
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| Authors: | Ojo Oluwasegun Taiwo Fernández Anta Antonio Lillo Rosa E Sguera Carlo |
| Institution: | 1.IMDEA Networks Institute, Leganés, Madrid, Spain ;2.Universidad Carlos III de Madrid, Madrid, Spain ;3.uc3m-Santander Big Data Institute, Universidad Carlos III de Madrid, Madrid, Spain ;4.Department of Statistics, Universidad Carlos III de Madrid, Madrid, Spain ; |
| Abstract: | Advances in Data Analysis and Classification - We propose two new outlier detection methods, for identifying and classifying different types of outliers in (big) functional data sets. The proposed... |
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