1. Editorial: Special issue on mining low-quality data

   • Xingquan Zhu
   • Taghi M. Khoshgoftaar
   • Shichao Zhang

   Editorial 30 January 2007 Pages: 131 - 136

2. Automatic outlier detection for time series: an application to sensor data

   • Sabyasachi Basu
   • Martin Meckesheimer

   Regular Paper 22 August 2006 Pages: 137 - 154

3. Solving multi-instance problems with classifier ensemble based on constructive clustering

   • Zhi-Hua Zhou
   • Min-Ling Zhang

   Regular Paper 10 August 2006 Pages: 155 - 170

4. The pairwise attribute noise detection algorithm

   • Jason D. Van Hulse
   • Taghi M. Khoshgoftaar
   • Haiying Huang

   Regular Paper 08 April 2006 Pages: 171 - 190

5. Data quality awareness: a case study for cost optimal association rule mining

   • Laure Berti-Équille

   Regular Paper 28 March 2006 Pages: 191 - 215

6. Inference of abduction theories for handling incompleteness in first-order learning

   • F. Esposito
   • S. Ferilli
   • N. Di Mauro

   Regular Paper 23 March 2006 Pages: 217 - 242

7. SVM feature selection for classification of SPECT images of Alzheimer's disease using spatial information

   • Glenn Fung
   • Jonathan Stoeckel

   Regular Paper 21 September 2006 Pages: 243 - 258