ProS: Data Series Progressive k-NN Similarity Search and Classification with Probabilistic Quality Guarantees

Karima Echihabi, Theophanis Tsandilas, Anna Gogolou +2

Existing systems dealing with the increasing volume of data series cannot guarantee interactive response times, even for fundamental tasks such as similarity search. Therefore, it…