Making Time-series Classification More Accurate Using Learned Constraints (2004)


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by Chotirat Ann Ratanamahatana , Eamonn Keogh
Venue:In proc. of SDM Int’l Conf
Citations:59 - 18 self

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An Effective Algorithm for Clustering Time-Series Data by Fuzzy Logic 1 – Sadiq Hussain, Prof G. C. Hazarika
3 Similarity-based Search Over Time Series and Trajectory Data – Lei Chen
64 Querying and Mining of Time Series Data: Experimental Comparison of Representations and Distance Measures – Hui Ding, Goce Trajcevski, Xiaoyue Wang, Eamonn Keogh
Dictionary-Based Compression for Long Time-Series Similarity – Willis Lang, Michael Morse, Jignesh M. Patel
6 On Efficiently Searching Trajectories and Archival Data for Historical Similarities – Reza Sherkat, et al. - 2008
Pattern Recognition in Time Series – Jessica Lin, Sheri Williamson, Kirk Borne, David DeBarr
27 Iterative deepening dynamic time warping for time series – Selina Chu, Eamonn Keogh, David Hart - 2002
A Novel Bit Level Time Series . . . – Chotirat Ann Ratanamahatana , Eamonn Keogh, Anthony J. Bagnall, Stefano Lonardi
Indexing Multi-Dimensional Time-Series with Support for – Multiple Distance Measures, Michail Vlachos, Marios Hadjieleftheriou, Dimitrios Gunopulos, Eamonn Keogh - 2003
4 A bit level representation for time series data mining with shape based similarity – Anthony Bagnall, Chotirat Ann Ratanamahatana, Eamonn Keogh, Stefano Lonardi, Gareth Janacek - 2006
44 Indexing large human-motion databases – Eamonn Keogh, Themistoklis Palpanas, Victor B. Zordan, Dimitrios Gunopulos, Marc Cardle - 2004
A Symbolic Representation Of Time Series, with . . . – Jessica Lin, Eamonn Keogh, Stefano Lonardi, Bill Chiu - 2003
Immune Inspired Memory Algorithms Applied to Unknown Motif Detection – William Owen Wilson
1 Similarity-based retrieval of time-series data using multi-scale histograms – Lei Chen, M. Tamer Özsu - 2003
6 Ranked Subsequence Matching in Time-Series Databases – Wook-shin Han, Yang-sae Moon, et al. - 2007
6 Fast and exact warping of time series using adaptive segmental approximations – Nikos Mamoulis, David W. Cheung, Eamonn Keogh - 2005
17 Time-series Bitmaps: A Practical Visualization Tool for working with Large Time Series Databases – Nitin Kumar, Venkata Nishanth, Lolla Eamonn, Keogh Stefano, Lonardi Chotirat, Ann Ratanamahatana, Li Wei
15 Approximate embedding-based subsequence matching of time series – Vassilis Athitsos, Panagiotis Papapetrou, Michalis Potamias, George Kollios, Dimitrios Gunopulos - 2008