Book Chapter
Clustering Time Series Data: An Evolutionary Approach
Monica Chiş, Soumya Banerjee and Aboul Ella Hassanien
Studies in Computational Intelligence, 2009, Volume 206, Foundations of Computational, IntelligenceVolume 6, Pages 193-207
Book Chapter
Mining Time Series Data
Chotirat Ralanamahatana, Jessica Lin, Dimitrios Gunopulos, Eamonn Keogh and Michail Vlachos, et al.
2005, Data Mining and Knowledge Discovery Handbook, VI, Pages 1069-1103
Journal Article
On the Need for Time Series Data Mining Benchmarks: A Survey and Empirical Demonstration
Eamonn Keogh and Shruti Kasetty
Data Mining and Knowledge Discovery, 2003, Volume 7, Number 4, Pages 349-371
Journal Article
Open AccessA disk-aware algorithm for time series motif discovery
Abdullah Mueen, Eamonn Keogh, Qiang Zhu, Sydney S. Cash and M. Brandon Westover, et al.
Data Mining and Knowledge Discovery, 2011, Volume 22, Numbers 1-2, Pages 73-105
Journal Article
Efficient Discovery of Unusual Patterns in Time Series
Stefano Lonardi, Jessica Lin, Eamonn Keogh and Bill ‘Yuan-chi’ Chiu
New Generation Computing, 2006, Volume 25, Number 1, Pages 61-93
Journal Article
Evolutionary Rule Mining in Time Series Databases
Magnus Lie Hetland and Pål Sætrom
Machine Learning, 2005, Volume 58, Numbers 2-3, Pages 107-125
Book Chapter
Towards Perception Based Time Series Data Mining
Ildar Z. Batyrshin and Leonid Sheremetov
Studies in Fuzziness and Soft Computing, 2007, Volume 217, Forging New Frontiers: Fuzzy Pioneers I, Pages 217-230
Book Chapter
Finding Structural Similarity in Time Series Data Using Bag-of-Patterns Representation
Jessica Lin and Yuan Li
Lecture Notes in Computer Science, 2009, Volume 5566, Scientific and Statistical Database Management, Pages 461-477
Book Chapter
Perception Based Patterns in Time Series Data Mining
Ildar Batyrshin, Leonid Sheremetov and Raul Herrera-Avelar
Studies in Computational Intelligence, 2007, Volume 36, Perception-based Data Mining and Decision Making in Economics and Finance, Pages 85-118
Reference Work Entry
Data, Mining Time Series Data
Eamonn G. Keogh
2011, International Encyclopedia of Statistical Science, Part 4, Pages 339-342