Read the most popular papers from Statistical Analysis and Data Mining published 2011-2012, with free access. Topics include time series, community discovery, statistical network analysis, room for modeler, convex clustering, and more.
Read with FREE access
The top 10 most accessed papers,
published in 2011 & 2012 in Statistical Analysis and Data Mining journal.
Emerging topics and challenges for statistical analysis and data mining, (pages 3-8) Arnold Goodman
Significant motifs in time series,
(pages 35-53) Nuno C. Castro, Paulo J. Azevedo
A classification for community discovery methods in complex networks,
(pages 512-546) Michele Coscia, Fosca Giannotti, Dino Pedreschi
Review of statistical network analysis: models, algorithms, and software,
(pages 243-264) M. Salter-Townshend, A. White, I. Gollini, T. B. Murphy
Non-negative residual matrix factorization: problem definition, fast solutions, and applications,
(pages 3-15) Hanghang Tong, Ching-Yung Lin
Special issue on the best papers of SDM'11, (pages 1-2) Chris Clifton, Takashi Washio
Making room for the modeler in data mining,
(pages 90-91) Robert A. Stine
Composite distance metric integration by leveraging multiple experts' inputs and its application in patient similarity assessment,
(pages 54-69) Fei Wang, Jimeng Sun, Shahram Ebadollahi
On supervised mining of dynamic content-based networks,
(pages 16-34) Charu C. Aggarwal, Nan Li
Sequential minimal optimization in convex clustering repetitions,
(pages 70-89) Rikiya Takahashi
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