SMOTE-RSB *: a hybrid preprocessing approach based on oversampling and undersampling for high imbalanced data-sets using SMOTE and rough sets theory Enislay RamentolYailé CaballeroFrancisco Herrera Regular Paper 04 December 2011 Pages: 245 - 265
Dynamic classifier ensemble for positive unlabeled text stream classification Shirui PanYang ZhangXue Li Regular Paper 23 December 2011 Pages: 267 - 287
Density-based weighting multi-surface least squares classification with its applications Qiaolin YeNing YeShangbing Gao Regular Paper 11 May 2012 Pages: 289 - 308
Parsimonious unsupervised and semi-supervised domain adaptation with good similarity functions Emilie MorvantAmaury HabrardStéphane Ayache Regular paper 05 July 2012 Pages: 309 - 349
A countably infinite mixture model for clustering and feature selection Nizar BouguilaDjemel Ziou Regular Paper 21 December 2011 Pages: 351 - 370
MDL-based time series clustering Thanawin RakthanmanonEamonn J. KeoghScott Evans Regular Paper 12 June 2012 Pages: 371 - 399
Restoring coverage to the Bayesian false discovery rate control procedure David L. Gold Regular Paper 14 June 2012 Pages: 401 - 417
Spatial co-location pattern discovery without thresholds Feng QianQinming HeJiangfeng He Regular Paper 06 June 2012 Pages: 419 - 445
Diverse dimension decomposition for itemset spaces Mikalai TsytsarauFrancesco BonchiThemis Palpanas Regular paper 27 June 2012 Pages: 447 - 473
Batch incremental processing for FP-tree construction using FP-Growth algorithm Shashikumar G. TotadR. B. GeetaP. V. G. D. Prasad Reddy Short Paper 20 June 2012 Pages: 475 - 490