Outlier Detection with Explanations on Music Streaming Data: A Case Study with Danmark Music Group Ltd.

作者: Arthur Zimek , Peter Schneider-Kamp , Jonas Herskind Sejr , Nicolai Dvinge , Dan Hougesen

DOI: 10.3390/APP11052270

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参考文章(24)
Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek, Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data Advances in Knowledge Discovery and Data Mining. pp. 831- 838 ,(2009) , 10.1007/978-3-642-01307-2_86
Soheila Mehrmolaei, Mohammad Reza Keyvanpourr, A Brief Survey on Event Prediction Methods in Time Series computer science on-line conference. pp. 235- 246 ,(2015) , 10.1007/978-3-319-18476-0_24
Markos Markou, Sameer Singh, Novelty detection: a review—part 2: Signal Processing. ,vol. 83, pp. 2499- 2521 ,(2003) , 10.1016/J.SIGPRO.2003.07.019
Hans-Peter Kriegel, Matthias S hubert, Arthur Zimek, Angle-based outlier detection in high-dimensional data Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD 08. pp. 444- 452 ,(2008) , 10.1145/1401890.1401946
Lei Duan, Guanting Tang, Jian Pei, James Bailey, Akiko Campbell, Changjie Tang, Mining outlying aspects on numeric data Data Mining and Knowledge Discovery. ,vol. 29, pp. 1116- 1151 ,(2015) , 10.1007/S10618-014-0398-2
Manish Gupta, Jing Gao, Charu C. Aggarwal, Jiawei Han, Outlier Detection for Temporal Data: A Survey IEEE Transactions on Knowledge and Data Engineering. ,vol. 26, pp. 2250- 2267 ,(2014) , 10.1109/TKDE.2013.184
V. Chandola, A. Banerjee, V. Kumar, Anomaly Detection for Discrete Sequences: A Survey IEEE Transactions on Knowledge and Data Engineering. ,vol. 24, pp. 823- 839 ,(2012) , 10.1109/TKDE.2010.235
Peter J. Rousseeuw, Mia Hubert, Robust statistics for outlier detection Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery. ,vol. 1, pp. 73- 79 ,(2011) , 10.1002/WIDM.2
Valery Guralnik, Jaideep Srivastava, Event detection from time series data knowledge discovery and data mining. pp. 33- 42 ,(1999) , 10.1145/312129.312190
Sepp Hochreiter, Jürgen Schmidhuber, Long short-term memory Neural Computation. ,vol. 9, pp. 1735- 1780 ,(1997) , 10.1162/NECO.1997.9.8.1735