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