Knowledge and Information Systems, Volume 14

Volume 14, Number 1, January 2008

• 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

• 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

• 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