Volume 58, Issue 2-3 | Machine Learning

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Volume 58, Issue 2-3

February 2005

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9 articles in this issue

Guest Editorial
Eamonn Keogh
EditorialNotes Pages: 103 - 105
Evolutionary Rule Mining in Time Series Databases
Magnus Lie Hetland
Pål Sætrom
OriginalPaper Pages: 107 - 125
Automatic Feature Extraction for Classifying Audio Data
Ingo Mierswa
Katharina Morik
OriginalPaper Pages: 127 - 149
Clustering Time Series with Clipped Data
Anthony Bagnall
Gareth Janacek
OriginalPaper Pages: 151 - 178
Classification of Multivariate Time Series and Structured Data Using Constructive Induction
Mohammed Waleed Kadous
Claude Sammut
OriginalPaper Pages: 179 - 216
Principle Components and Importance Ranking of Distributed Anomalies
Kyrre Begnum
Mark Burgess
OriginalPaper Pages: 217 - 230
Fast and Exact Warping of Time Series Using Adaptive Segmental Approximations
Yutao Shou
Nikos Mamoulis
David W. Cheung
OriginalPaper Pages: 231 - 267
Discovery of Time-Series Motif from Multi-Dimensional Data Based on MDL Principle
Yoshiki Tanaka
Kazuhisa Iwamoto
Kuniaki Uehara
OriginalPaper Pages: 269 - 300
Elastic Translation Invariant Matching of Trajectories
Michail Vlachos
George Kollios
Dimitrios Gunopulos
OriginalPaper Pages: 301 - 334