Evaluating discrete choice prediction models when the evaluation data is corrupted: analytic results and bias corrections for the area under the ROC Roger M. Stein OriginalPaper 29 September 2015 Pages: 763 - 796
Identifying correlated heavy-hitters in a two-dimensional data stream Bibudh LahiriArko Provo MukherjeeSrikanta Tirthapura OriginalPaper 24 October 2015 Pages: 797 - 818
SONIC: streaming overlapping community detection Ahmet Erdem SarıyüceBuğra GedikÜmit V. Çatalyürek OriginalPaper 03 November 2015 Pages: 819 - 847
Binarised regression tasks: methods and evaluation metrics José Hernández-OralloCèsar FerriM. José Ramírez-Quintana OriginalPaper 30 November 2015 Pages: 848 - 890
On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study Guilherme O. CamposArthur ZimekMichael E. Houle OriginalPaper 16 January 2016 Pages: 891 - 927
Mining significant association rules from uncertain data Anshu ZhangWenzhong ShiGeoffrey I. Webb OriginalPaper 12 January 2016 Pages: 928 - 963
Characterizing concept drift Geoffrey I. WebbRoy HydeFrancois Petitjean OriginalPaper 15 April 2016 Pages: 964 - 994
