TrSAX—An improved time series symbolic representation for classification

Dynamic programming algorithm optimization for spoken word recognition

Hiroaki Sakoe, Seibi Chiba · IEEE Transactions on Acoustics Speech and Signal Processing · 1978 · 6.4K citations

Engineering, Machine Learning, Optimum Dynamic Progxamming +18

Experiencing SAX: a novel symbolic representation of time series

Jessica Lin, Eamonn Keogh, Wei Li et al. · Data Mining and Knowledge Discovery · 2007 · 1.6K citations

Engineering, Data Mining, Temporal Pattern Recognition +4

Dimensionality Reduction for Fast Similarity Search in Large Time Series Databases

Eamonn Keogh, Kaushik Chakrabarti, Michael J. Pazzani et al. · Knowledge and Information Systems · 2001 · 1.6K citations

Fast Similarity Search, Engineering, Information Retrieval +10

Querying and mining of time series data

Hui Ding, Goce Trajcevski, Peter Scheuermann et al. · Proceedings of the VLDB Endowment · 2008 · 1.3K citations

Engineering, Similarity Measure, Time Series Data +18

Searching and mining trillions of time series subsequences under dynamic time warping

Thanawin Rakthanmanon, Bilson Campana, Abdullah Mueen et al. · 2012 · 1K citations · Full text