1. Mining in Anticipation for Concept Change: Proactive-Reactive Prediction in Data Streams

   • Ying Yang
   • Xindong Wu
   • Xingquan Zhu

   Original Article 29 June 2006 Pages: 261 - 289

   

2. Accelerated EM-based clustering of large data sets

   • Jakob J. Verbeek
   • Jan R. J. Nunnink
   • Nikos Vlassis

   OriginalPaper 26 May 2006 Pages: 291 - 307

   

3. Learning Semi-Structured Document Categorization Using Bounded-Length Spectrum Sub-Sequence Kernels

   • Olivier de Vel

   OriginalPaper 26 May 2006 Pages: 309 - 334

   

4. Characteristic-Based Clustering for Time Series Data

   • Xiaozhe Wang
   • Kate Smith
   • Rob Hyndman

   OriginalPaper 16 May 2006 Pages: 335 - 364

   

5. Scalable Clustering Algorithms with Balancing Constraints

   • Arindam Banerjee
   • Joydeep Ghosh

   OriginalPaper 26 May 2006 Pages: 365 - 395