On the Need for Time Series Data Mining Benchmarks: A Survey and Empirical Demonstration (2002)

by Eamonn Keogh , Shruti Kasetty
Citations:217 - 50 self

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3 Similarity-based Search Over Time Series and Trajectory Data – Lei Chen
56 Mining Time Series Data – Chotirat Ann Ratanamahatana, Jessica Lin, Dimitrios Gunopulos, Eamonn Keogh, Michail Vlachos, Gautam Das
1 Similarity-based retrieval of time-series data using multi-scale histograms – Lei Chen, M. Tamer Özsu - 2003
20 Mining for Similarities in Aligned Time Series Using Wavelets – Ykä Huhtala, Juha Kärkkäinen, Hannu Toivonen - 1999
Chapter 1 MINING TIME SERIES DATA – Chotirat Ann Ratanamahatana, Jessica Lin, Dimitrios Gunopulos, Michail Vlachos, Gautam Das
Chapter 5 1 MINING TIME SERIES DATA – Chotirat Ann Ratanamahatana, Jessica Lin, Dimitrios Gunopulos, Michail Vlachos, Gautam Das
235 Locally Adaptive Dimensionality Reduction for Indexing Large Time Series Databases – Kaushik Chakrabarti, Eamonn Keogh, Sharad Mehrotra, Michael Pazzani - 2002
Immune Inspired Memory Algorithms Applied to Unknown Motif Detection – William Owen Wilson
4 Similarity-Based Subsequence Search In Image Sequence Databases – Sanghyun Park, Wesley W. Chu - 2003
19 A Wavelet-Based Anytime Algorithm for K-Means Clustering of Time Series – Michail Vlachos, Jessica Lin, Eamonn Keogh, Dimitrios Gunopulos - 2003
73 Landmarks: a new model for similarity-based pattern querying in time series databases – Chang-shing Perng, Haixun Wang, Sylvia R. Zhang, D. Stott Parker - 2000
Primitives for Online Time Series Analysis – December Summary Data
1 Dimensionality Reduction for Indexing Time Series Based on the Minimum Distance * – Sangjun Lee, Dongseop Kwon, Sukho Lee
1 Efficient Storage, Retrieval and Indexing of Time Series Data – A Chortaras, Arthur Schopenhauer - 2002
1 A Dissertation Proposal: Associating and Predicting Episodes of Events in Multiple Time Series for Supporting Policy Decision Making – Sherri Harms - 2001
Detecting Time Correlations . . . – Mehmet Sayal - 2004
Intelligent Enterprise Technologies Laboratory – Hp Laboratories Palo, Alan H. Karp, Alan H. Karp - 2003
Fast and Accurate NN Approach for Multi-Event Annotation of Time Series – Brijesh Garabadu, Cindi Thompson, Gary Lindstrom, Joe Klewicki
6 Similarity Search of Time-Warped Subsequences Via a Suffix Tree – Sanghyun Park, Wesley W. Chu, Jeehee Yoon, Jungim Won - 2003