1 |
Jingke Xi, 'Outlier Detection Algorithms in Data Mining,' IEEE Second International Symposium on Intelligent Information Technology Application, 2008
|
2 |
Yongse Kim, Taebok Yoon, Heonjin Cha, Youngmo Jung,Eric Wang and Jee-Hyong Lee, 'An Outliers Analysis of Learner's Data based on User Interface Behaviors', Proc. 7th IEEE Int'l. Conf. Advanced Learning Technologies (ICALT), 2007
|
3 |
Trong Dung Nguyen, Tu Bao Ho, Hiroshi Shimodaira, 'A Scalable Algorithm for Rule Post-pruning of Large Decision Trees', Proceedings of the 5th Pacific-Asia Conference on Knowledge, 2001
|
4 |
Emmanuel Muller, Ira Assent, Uwe Steinhausen, Thomas Seidl,'OutRank: ranking outliers in high dimensional data', International Conference on Data Engineering (ICDE) Workshop 2008
DOI
|
5 |
'http://archive.ics.uci.edu/ml/index.html', UC Irvine Machine Learning Repository Website
|
6 |
Hongwei Zhang, Yuchang Lu,'Learning Bayesian network classifiers from data with missing values', Proceedings. IEEE Region 10 Conference on Computers, Communications, Control and Power Engineering(TENCON '02), 2002
|
7 |
Zhiqiang Zheng,'On an incomplete data problem in modeling: Evidence from Web usage mining and a general purpose solution', Dissertation, University of Pennsylvania, 2003
|
8 |
Chul-Heui Lee, Sang-Chul Choi,'Discovering Classification Knowledge for Data Mining using Rough Sets and Hierarchical Classification Structure,' Journal of Telecommunication and Information, Vol. 5, pp.79-85, 2001
|
9 |
Uwe Dick, Peter Haider, Tobias Scheffer,'Learning from Incomplete Data with Infinite Imputations', Proceedings of the 25th International Conference on Machine Learning, 2008
|
10 |
Sun-Young Hwang, H. E. Hahn,'Pre-Adjustment of Incomplete Group Variable via K-Means Clustering', Journal of Korea Data & Information Science Society, Vol. 15, No. 3, 2004
|
11 |
Sheng-yi Jiang, Qing-bo An,'Clustering-based Outlier Detection Method', Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008
|
12 |
Usama Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth,'Knowledge Discorvery and Data Mining : Towards a Unifying Framework', Proc. KDD-96, 1996
|