1. Data preprocessing techniques for classification without discrimination

   • Faisal Kamiran
   • Toon Calders

   Regular Paper Open access 03 December 2011 Pages: 1 - 33

2. Data classification through an evolutionary approach based on multiple criteria

   • A. Garcia-Piquer
   • A. Fornells
   • E. Golobardes

   Regular Paper 02 December 2011 Pages: 35 - 56

3. Exponential family tensor factorization: an online extension and applications

   • Kohei Hayashi
   • Takashi Takenouchi
   • Kazushi Ikeda

   Regular Paper 14 June 2012 Pages: 57 - 88

4. Web user clustering and Web prefetching using Random Indexing with weight functions

   • Miao Wan
   • Arne Jönsson
   • Yixian Yang

   Regular Paper 30 November 2011 Pages: 89 - 115

5. Online active multi-field learning for efficient email spam filtering

   • Wuying Liu
   • Ting Wang

   Regular Paper 30 November 2011 Pages: 117 - 136

6. From global to local and viceversa: uses of associative rule learning for classification in imprecise environments

   • Gianni Costa
   • Giuseppe Manco
   • Ettore Ritacco

   Regular Paper 01 December 2011 Pages: 137 - 169

7. A software trustworthiness evaluation model using objective weight based evidential reasoning approach

   • Shuai Ding
   • Xi-Jun Ma
   • Shan-Lin Yang

   Regular Paper 17 September 2011 Pages: 171 - 189

8. Compression and aggregation of Bayesian estimates for data intensive computing

   • Ruibin Xi
   • Nan Lin
   • Youngjin Kim

   Regular Paper 29 November 2011 Pages: 191 - 212

9. Facing the reality of data stream classification: coping with scarcity of labeled data

   • Mohammad M. Masud
   • Clay Woolam
   • Nikunj C. Oza

   Regular Paper 20 November 2011 Pages: 213 - 244