On constrained spectral clustering and its applications Xiang WangBuyue QianIan Davidson OriginalPaper 18 September 2012 Pages: 1 - 30
Hierarchical co-clustering: off-line and incremental approaches Ruggero G. PensaDino IencoRosa Meo OriginalPaper 25 September 2012 Pages: 31 - 64
The effect of homogeneity on the computational complexity of combinatorial data anonymization Robert BredereckAndré NichterleinGeevarghese Philip OriginalPaper 13 October 2012 Pages: 65 - 91
Training and assessing classification rules with imbalanced data Giovanna MenardiNicola Torelli OriginalPaper 30 October 2012 Pages: 92 - 122
Generalized Dirichlet priors for Naïve Bayesian classifiers with multinomial models in document classification Tzu-Tsung Wong OriginalPaper 07 November 2012 Pages: 123 - 144
Anomaly detection in large-scale data stream networks Duc-Son PhamSvetha VenkateshSaha Budhaditya OriginalPaper 02 December 2012 Pages: 145 - 189
Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection Erich SchubertArthur ZimekHans-Peter Kriegel OriginalPaper 18 December 2012 Pages: 190 - 237
A statistical significance testing approach to mining the most informative set of patterns Jefrey LijffijtPanagiotis PapapetrouKai Puolamäki OriginalPaper 19 December 2012 Pages: 238 - 263