| 131 | -- | 136 | Xingquan Zhu, Taghi M. Khoshgoftaar, Ian Davidson, Shichao Zhang. Editorial: Special issue on mining low-quality data |
| 137 | -- | 154 | Sabyasachi Basu, Martin Meckesheimer. Automatic outlier detection for time series: an application to sensor data |
| 155 | -- | 170 | Zhi-Hua Zhou, Min-Ling Zhang. Solving multi-instance problems with classifier ensemble based on constructive clustering |
| 171 | -- | 190 | Jason Van Hulse, Taghi M. Khoshgoftaar, Haiying Huang. The pairwise attribute noise detection algorithm |
| 191 | -- | 215 | Laure Berti-Equille. Data quality awareness: a case study for cost optimal association rule mining |
| 217 | -- | 242 | Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro. Inference of abduction theories for handling incompleteness in first-order learning |
| 243 | -- | 258 | Glenn Fung, Jonathan Stoeckel. SVM feature selection for classification of SPECT images of Alzheimer s disease using spatial information |