1. The BOSS is concerned with time series classification in the presence of noise

   • Patrick Schäfer

   OriginalPaper 16 September 2014 Pages: 1505 - 1530

   

2. Ensemble methods for uplift modeling

   • Michał Sołtys
   • Szymon Jaroszewicz
   • Piotr Rzepakowski

   OriginalPaper Open access 17 September 2014 Pages: 1531 - 1559

   

3. Cluster validity functions for categorical data: a solution-space perspective

   • Liang Bai
   • Jiye Liang

   OriginalPaper 02 October 2014 Pages: 1560 - 1597

   

4. Weakly supervised nonnegative matrix factorization for user-driven clustering

   • Jaegul Choo
   • Changhyun Lee
   • Haesun Park

   OriginalPaper 05 October 2014 Pages: 1598 - 1621

   

5. A general framework for never-ending learning from time series streams

   • Yanping Chen
   • Yuan Hao
   • Eamonn Keogh

   OriginalPaper 12 October 2014 Pages: 1622 - 1664

   

6. Quadratic regularization projected Barzilai–Borwein method for nonnegative matrix factorization

   • Yakui Huang
   • Hongwei Liu
   • Shuisheng Zhou

   OriginalPaper 12 October 2014 Pages: 1665 - 1684

   

7. Learning sequential classifiers from long and noisy discrete-event sequences efficiently

   • Gessé Dafé
   • Adriano Veloso
   • Wagner Meira Jr.

   OriginalPaper 04 November 2014 Pages: 1685 - 1708

   

8. A general framework for predictive tensor modeling with domain knowledge

   • Yada Zhu
   • Jingrui He
   • Richard D. Lawrence

   OriginalPaper 12 November 2014 Pages: 1709 - 1732

   

9. Discrimination- and privacy-aware patterns

   • Sara Hajian
   • Josep Domingo-Ferrer
   • Fosca Giannotti

   OriginalPaper 22 November 2014 Pages: 1733 - 1782

   

10. Multi-relational pattern mining over data streams

    • Andreia Silva
    • Cláudia Antunes

    OriginalPaper 28 November 2014 Pages: 1783 - 1814

    

11. Properties of the sample estimators used for statistical normalization of feature vectors

    • Mikhail Y. Prostov
    • Maria M. Suarez-Alvarez
    • Yuriy I. Prostov

    OriginalPaper 30 November 2014 Pages: 1815 - 1837

12. Size matters: choosing the most informative set of window lengths for mining patterns in event sequences

    • Jefrey Lijffijt
    • Panagiotis Papapetrou
    • Kai Puolamäki

    OriginalPaper 09 December 2014 Pages: 1838 - 1864