Volume 14, Issue 1, January 2008 ================================ (136 pages) Article DOI: 10.1007/s10115-007-0114-2 Top 10 Algorithms in Data Mining Wu, Xindong 36 Wu_1561 Survey Paper 10115_2006_53_Article Haiminen, Niina Algorithms for unimodal segmentation with applications to unimodality detection 19 Haiminen_1013 Regular Paper 10115_2007_88_Article Parthasarathy, Srinivasan On the use of structure and sequence-based features for protein classification and retrieval 22 Marsolo_1485 Regular Paper 10115_2007_86_Article Zhang, Shichao Mining follow-up correlation patterns from time-related databases 20 Zhang_1502 Regular Paper 10115_2007_96_Article Guy, Ido Cluster ranking with an application to mining mailbox networks 39 KAIS-1484 Regular Paper Volume 14, Issue 2, February 2008 ================================= Special Issue from PAKDD-06 (106 pages) 10115_2007_84_Article Ng, Wee Editorial 2 Editorial_PAKKDD06 Editorial PAKDD06 10115_2007_78_Article Wong, Tak-Lam Learning to extract and summarize hot item features from multiple auction web sites 18 Wong_PAKDD01 Regular Paper PAKDD06 10115_2007_73_Article Vaidya, Jaideep Privacy-preserving SVM classification 18 Vaidya_PAKDD03 Regular Paper PAKDD06 10115_2007_74_Article Koh, Yun Mining interesting imperfectly sporadic rules 18 Koh_PAKDD04 Regular Paper PAKDD06 10115_2007_80_Article Nayak, Richi Fast and effective clustering of XML data using structural information 19 Nayak_PAKDD06 Regular Paper PAKDD06 10115_2007_71_Article Ye, Shaozhi A systematic study on parameter correlations in large-scale duplicate document detection 16 Ye_PAKDD08 Regular Paper PAKDD06 10115_2007_82_Article Lu, Yumao Parallel randomized sampling for support vector machine (SVM) and support vector regression (SVR) 15 Lu_PAKDD09 Regular Paper PAKDD06 Volume 14, Issue 3, March 2008 ============================== (143 pages) 10115_2007_93_Article Preisach, Christine Ensembles of relational classifiers 24 Preisach_1503 Regular Paper 10115_2007_90_Article Moise, Gabriela Robust projected clustering 26 Moise_1500 Regular Paper 10115_2007_95_Article Fan, Wei "Forecasting skewed biased stochastic ozone days: analyses, solutions and beyond" 28 Zhang_1499 Regular Paper 10115_2007_94_Article Tong, Hanghang Random walk with restart: fast solutions and applications 20 Tong_1483 Regular Paper 10115_2007_103_Article Wale, Nikil Comparison of descriptor spaces for chemical compound retrieval and classification 29 Wale_1488 Regular Paper Short Paper: ============ 10115_2007_72_Article Peterson, Gilbert The importance of generalizability for anomaly detection 16 Peterson_1165 Short Paper