1. SMOTE-RSB _*: a hybrid preprocessing approach based on oversampling and undersampling for high imbalanced data-sets using SMOTE and rough sets theory

   • Enislay Ramentol
   • Yailé Caballero
   • Francisco Herrera

   Regular Paper 04 December 2011 Pages: 245 - 265

2. Dynamic classifier ensemble for positive unlabeled text stream classification

   • Shirui Pan
   • Yang Zhang
   • Xue Li

   Regular Paper 23 December 2011 Pages: 267 - 287

3. Density-based weighting multi-surface least squares classification with its applications

   • Qiaolin Ye
   • Ning Ye
   • Shangbing Gao

   Regular Paper 11 May 2012 Pages: 289 - 308

4. Parsimonious unsupervised and semi-supervised domain adaptation with good similarity functions

   • Emilie Morvant
   • Amaury Habrard
   • Stéphane Ayache

   Regular paper 05 July 2012 Pages: 309 - 349

5. A countably infinite mixture model for clustering and feature selection

   • Nizar Bouguila
   • Djemel Ziou

   Regular Paper 21 December 2011 Pages: 351 - 370

6. MDL-based time series clustering

   • Thanawin Rakthanmanon
   • Eamonn J. Keogh
   • Scott Evans

   Regular Paper 12 June 2012 Pages: 371 - 399

7. Restoring coverage to the Bayesian false discovery rate control procedure

   • David L. Gold

   Regular Paper 14 June 2012 Pages: 401 - 417

8. Spatial co-location pattern discovery without thresholds

   • Feng Qian
   • Qinming He
   • Jiangfeng He

   Regular Paper 06 June 2012 Pages: 419 - 445

9. Diverse dimension decomposition for itemset spaces

   • Mikalai Tsytsarau
   • Francesco Bonchi
   • Themis Palpanas

   Regular paper 27 June 2012 Pages: 447 - 473

10. Batch incremental processing for FP-tree construction using FP-Growth algorithm

    • Shashikumar G. Totad
    • R. B. Geeta
    • P. V. G. D. Prasad Reddy

    Short Paper 20 June 2012 Pages: 475 - 490