1. Guest Editorial

   • Eamonn Keogh

   EditorialNotes Pages: 103 - 105

2. Evolutionary Rule Mining in Time Series Databases

   • Magnus Lie Hetland
   • Pål Sætrom

   OriginalPaper Pages: 107 - 125

3. Automatic Feature Extraction for Classifying Audio Data

   • Ingo Mierswa
   • Katharina Morik

   OriginalPaper Pages: 127 - 149

4. Clustering Time Series with Clipped Data

   • Anthony Bagnall
   • Gareth Janacek

   OriginalPaper Pages: 151 - 178

5. Classification of Multivariate Time Series and Structured Data Using Constructive Induction

   • Mohammed Waleed Kadous
   • Claude Sammut

   OriginalPaper Pages: 179 - 216

6. Principle Components and Importance Ranking of Distributed Anomalies

   • Kyrre Begnum
   • Mark Burgess

   OriginalPaper Pages: 217 - 230

7. Fast and Exact Warping of Time Series Using Adaptive Segmental Approximations

   • Yutao Shou
   • Nikos Mamoulis
   • David W. Cheung

   OriginalPaper Pages: 231 - 267

8. Discovery of Time-Series Motif from Multi-Dimensional Data Based on MDL Principle

   • Yoshiki Tanaka
   • Kazuhisa Iwamoto
   • Kuniaki Uehara

   OriginalPaper Pages: 269 - 300

9. Elastic Translation Invariant Matching of Trajectories

   • Michail Vlachos
   • George Kollios
   • Dimitrios Gunopulos

   OriginalPaper Pages: 301 - 334