Volume 11, Issue 2 | Knowledge and Information Systems

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Volume 11, Issue 2

February 2007

Special Issue on Mining Low-Quality Data

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7 articles in this issue

Editorial: Special issue on mining low-quality data
Xingquan Zhu
Taghi M. Khoshgoftaar
Shichao Zhang
Editorial 30 January 2007 Pages: 131 - 136
Automatic outlier detection for time series: an application to sensor data
Sabyasachi Basu
Martin Meckesheimer
Regular Paper 22 August 2006 Pages: 137 - 154
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
The pairwise attribute noise detection algorithm
Jason D. Van Hulse
Taghi M. Khoshgoftaar
Haiying Huang
Regular Paper 08 April 2006 Pages: 171 - 190
Data quality awareness: a case study for cost optimal association rule mining
Laure Berti-Équille
Regular Paper 28 March 2006 Pages: 191 - 215
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
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