1. Noura Alghamdi , Liang Zhang , Huayi Zhang , Elke A Rundensteiner , and Mohamed Y Eltabakh . 2020 . ChainLink: Indexing Big Time Series Data For Long Subsequence Matching. In 2020 IEEE 36th International Conference on Data Engineering (ICDE). IEEE, 529--540 . Noura Alghamdi, Liang Zhang, Huayi Zhang, Elke A Rundensteiner, and Mohamed Y Eltabakh. 2020. ChainLink: Indexing Big Time Series Data For Long Subsequence Matching. In 2020 IEEE 36th International Conference on Data Engineering (ICDE). IEEE, 529--540.
2. HD-index
3. Johannes Aßfalg , Hans-Peter Kriegel , Peer Kröger , Peter Kunath , Alexey Pryakhin , and Matthias Renz . 2006 . Similarity search on time series based on threshold queries . In International Conference on Extending Database Technology. Springer, 276--294 . Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, and Matthias Renz. 2006. Similarity search on time series based on threshold queries. In International Conference on Extending Database Technology. Springer, 276--294.
4. Scalable k-means++
5. Donald J Berndt and James Clifford . 1994 . Using dynamic time warping to find patterns in time series .. In KDD workshop , Vol. 10 . Seattle, WA, USA:, 359--370. Donald J Berndt and James Clifford. 1994. Using dynamic time warping to find patterns in time series.. In KDD workshop, Vol. 10. Seattle, WA, USA:, 359--370.