1. Guest Editor's Introduction: Special Issue on Data Mining

   • Mohand-Saïd Hacid

   Editorial Introduction Pages: 5 - 6

2. Sequential Association Rule Mining with Time Lags

   • Sherri K. Harms
   • Jitender S. Deogun

   OriginalPaper Pages: 7 - 22

3. Filtering Multi-Instance Problems to Reduce Dimensionality in Relational Learning

   • Érick Alphonse
   • Stan Matwin

   OriginalPaper Pages: 23 - 40

4. Dataless Transitions Between Concise Representations of Frequent Patterns

   • Marzena Kryszkiewicz
   • Henryk Rybiński
   • Marcin Gajek

   OriginalPaper Pages: 41 - 70

5. Meta-Learner for Unknown Attribute Values Processing: Dealing with Inconsistency of Meta-Databases

   • Ivan Bruha

   OriginalPaper Pages: 71 - 87

6. Identifying and Handling Mislabelled Instances

   • Fabrice Muhlenbach
   • Stéphane Lallich
   • Djamel A. Zighed

   OriginalPaper Pages: 89 - 109