Volume 14, Number 1, January 2008

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  Xindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. McLachlan, Angus F. M. Ng, Bing Liu, Philip S. Yu, Zhi-Hua Zhou, Michael Steinbach, David J. Hand, Dan Steinberg: Top 10 algorithms in data mining. 1-37
• 
  Niina Haiminen, Aristides Gionis, Kari Laasonen: Algorithms for unimodal segmentation with applications to unimodality detection. 39-57
• 
  Keith Marsolo, Srinivasan Parthasarathy: On the use of structure and sequence-based features for protein classification and retrieval. 59-80
• 
  Shichao Zhang, Zifang Huang, Jilian Zhang, Xiaofeng Zhu: Mining follow-up correlation patterns from time-related databases. 81-100
• 
  Ziv Bar-Yossef, Ido Guy, Ronny Lempel, Yoëlle S. Maarek, Vladimir Soroka: Cluster ranking with an application to mining mailbox networks. 101-139

Volume 14, Number 2, February 2008

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  Wee Keong Ng, Masaru Kitsuregawa, Jianzhong Li: Editorial. 141-142
• 
  Tak-Lam Wong, Wai Lam: Learning to extract and summarize hot item features from multiple auction web sites. 143-160
• 
  Jaideep Vaidya, Hwanjo Yu, Xiaoqian Jiang: Privacy-preserving SVM classification. 161-178
• 
  Yun Sing Koh, Nathan Rountree, Richard A. O'Keefe: Mining interesting imperfectly sporadic rules. 179-196
• 
  Richi Nayak: Fast and effective clustering of XML data using structural information. 197-215
• 
  Shaozhi Ye, Ji-Rong Wen, Wei-Ying Ma: A systematic study on parameter correlations in large-scale duplicate document detection. 217-232
• 
  Yumao Lu, Vwani P. Roychowdhury: Parallel randomized sampling for support vector machine (SVM) and support vector regression (SVR). 233-247

Volume 14, Number 3, March 2008

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  Christine Preisach, Lars Schmidt-Thieme: Ensembles of relational classifiers. 249-272
• 
  Gabriela Moise, Jörg Sander, Martin Ester: Robust projected clustering. 273-298
• 
  Kun Zhang, Wei Fan: Forecasting skewed biased stochastic ozone days: analyses, solutions and beyond. 299-326
• 
  Hanghang Tong, Christos Faloutsos, Jia-Yu Pan: Random walk with restart: fast solutions and applications. 327-346
• 
  Nikil Wale, Ian A. Watson, George Karypis: Comparison of descriptor spaces for chemical compound retrieval and classification. 347-375
• 
  Gilbert L. Peterson, Brent T. McBride: The importance of generalizability for anomaly detection. 377-392

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