Mining outliers with faster cutoff update and space utilization

Pattern Recognition Letters - Tập 31 - Trang 1292-1301 - 2010
Chi-Cheong Szeto1, Edward Hung1
1Department of Computing, The Hong Kong Polytechnic University, Hong Kong

Tài liệu tham khảo

Angiulli, 2002, Fast outlier detection in high dimensional spaces, 15 Asuncion, A., Newman, D., 2007. UCI Machine Learning Repository. <http://www.ics.uci.edu/∼mlearn/MLRepository.html>. Bay, 2003, Mining distance-based outliers in near linear time with randomization and a simple pruning rule, 29 Ghoting, 2008, Fast mining of distance-based outliers in high-dimensional datasets, Data Min. Knowl. Discov., 16, 349, 10.1007/s10618-008-0093-2 Grabner, 1997, Maximum statistics of N random variables distributed by the negative binomial distribution, Comb. Probab. Comput., 6, 179, 10.1017/S0963548397002939 Hettich, S., Bay, S.D., 1999. The UCI KDD Archive. <http://kdd.ics.uci.edu>. Knorr, 1998, Algorithms for mining distance-based outliers in large datasets, 392 Kriegel, H.-P., Kröger, P., Zimek, A., 2009. Outlier detection techniques. In: Tutorial at the 13th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD 2009), Bangkok, Thailand. Ramaswamy, 2000, Efficient algorithms for mining outliers from large data sets, SIGMOD Rec., 29, 427, 10.1145/335191.335437 Szeto, 2009, Mining outliers with faster cutoff update and space utilization, vol. 5476, 823 Tao, 2006, Mining distance-based outliers from large databases in any metric space, 394