Interesting research papers on time series
Here is a list of research papers regarding time series clustering and anomaly detection that you might find interesting:
- A Review on Outlier/Anomaly Detection in Time Series Data, written by Ane Blazquez-Garcia, Angel Conde, Usue Mori, and Jose A. Lozano
- Anomaly Detection in Time Series: A Comprehensive Evaluation, written by Sebastian Schmidl, Phillip Wenig, and Thorsten Papenbrock
- A Review of Time-Series Anomaly Detection Techniques: A Step to Future Perspectives, written by Kamran Shaukat, Talha Mahboob Alam, Suhuai Luo, Shakir Shabbir, Ibrahim A. Hameed, Jiaming Li, Syed Konain Abbas, and Umair Javed
- Time-series clustering – A decade review, written by Saeed Aghabozorgi, Ali Seyed Shirkhorshidi, and Teh Ying Wah
- Anomaly Detection for Discrete Sequences: A Survey, written by Varun Chandola, Arindam Banerjee, and Vipin Kumar
The next section mentions some interesting research papers on databases.
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