1. 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

   

2. Identifying correlated heavy-hitters in a two-dimensional data stream

   • Bibudh Lahiri
   • Arko Provo Mukherjee
   • Srikanta Tirthapura

   OriginalPaper 24 October 2015 Pages: 797 - 818

   

3. SONIC: streaming overlapping community detection

   • Ahmet Erdem Sarıyüce
   • Buğra Gedik
   • Ümit V. Çatalyürek

   OriginalPaper 03 November 2015 Pages: 819 - 847

   

4. Binarised regression tasks: methods and evaluation metrics

   • José Hernández-Orallo
   • Cèsar Ferri
   • M. José Ramírez-Quintana

   OriginalPaper 30 November 2015 Pages: 848 - 890

   

5. On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study

   • Guilherme O. Campos
   • Arthur Zimek
   • Michael E. Houle

   OriginalPaper 16 January 2016 Pages: 891 - 927

   

6. Mining significant association rules from uncertain data

   • Anshu Zhang
   • Wenzhong Shi
   • Geoffrey I. Webb

   OriginalPaper 12 January 2016 Pages: 928 - 963

   

7. Characterizing concept drift

   • Geoffrey I. Webb
   • Roy Hyde
   • Francois Petitjean

   OriginalPaper 15 April 2016 Pages: 964 - 994