Outlier detection and quasi-periodicity optimization algorithm: Frequency domain based outlier detection (FOD)
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DOI: 10.1016/j.ejor.2020.01.014
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- Wei Hu & Junpeng Bao, 2013. "The Outlier Interval Detection Algorithms on Astronautical Time Series Data," Mathematical Problems in Engineering, Hindawi, vol. 2013, pages 1-6, March.
- N. Locantore & J. Marron & D. Simpson & N. Tripoli & J. Zhang & K. Cohen & Graciela Boente & Ricardo Fraiman & Babette Brumback & Christophe Croux & Jianqing Fan & Alois Kneip & John Marden & Daniel P, 1999. "Robust principal component analysis for functional data," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 8(1), pages 1-73, June.
- Filzmoser, Peter & Maronna, Ricardo & Werner, Mark, 2008. "Outlier identification in high dimensions," Computational Statistics & Data Analysis, Elsevier, vol. 52(3), pages 1694-1711, January.
- Nautz, Dieter & Scheithauer, Jan, 2011.
"Monetary policy implementation and overnight rate persistence,"
Journal of International Money and Finance, Elsevier, vol. 30(7), pages 1375-1386.
- Dieter Nautz & Jan Scheithauer, 2009. "Monetary Policy Implementation and Overnight Rate Persistence," SFB 649 Discussion Papers SFB649DP2009-053, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
- Nautz, Dieter & Scheithauer, Jan, 2010. "Monetary policy implementation and overnight rate persistence," Discussion Papers 2010/26, Free University Berlin, School of Business & Economics.
- Yufeng Yu & Yuelong Zhu & Shijin Li & Dingsheng Wan, 2014. "Time Series Outlier Detection Based on Sliding Window Prediction," Mathematical Problems in Engineering, Hindawi, vol. 2014, pages 1-14, October.
- Markus Goldstein & Seiichi Uchida, 2016. "A Comparative Evaluation of Unsupervised Anomaly Detection Algorithms for Multivariate Data," PLOS ONE, Public Library of Science, vol. 11(4), pages 1-31, April.
- Ahmed, T. & Muttaqi, K.M. & Agalgaonkar, A.P., 2012. "Climate change impacts on electricity demand in the State of New South Wales, Australia," Applied Energy, Elsevier, vol. 98(C), pages 376-383.
- Scott Deerwester & Susan T. Dumais & George W. Furnas & Thomas K. Landauer & Richard Harshman, 1990. "Indexing by latent semantic analysis," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 41(6), pages 391-407, September.
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- Xia, Huosong & Wang, Yuan & Zhang, Justin Zuopeng & Zheng, Leven J. & Kamal, Muhammad Mustafa & Arya, Varsha, 2023. "COVID-19 fake news detection: A hybrid CNN-BiLSTM-AM model," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
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Keywords
Fourier transform; Periodicity; Optimization; Outlier detection;All these keywords.
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