1. A segment-based framework for modeling and mining data streams

   • Charu C. Aggarwal

   Regular Paper 23 November 2010 Pages: 1 - 29

2. Correcting evaluation bias of relational classifiers with network cross validation

   • Jennifer Neville
   • Brian Gallagher
   • Tao Wang

   Regular Paper Open access 04 January 2011 Pages: 31 - 55

3. Mining top−k frequent patterns without minimum support threshold

   • Abdus Salam
   • M. Sikandar Hayat Khayal

   Regular Paper 15 February 2011 Pages: 57 - 86

4. Application-independent feature construction based on almost-closedness properties

   • Dominique Gay
   • Nazha Selmaoui-Folcher
   • Jean-François Boulicaut

   Regular Paper 25 December 2010 Pages: 87 - 111

5. Cluster-based instance selection for machine classification

   • Ireneusz Czarnowski

   Regular Paper Open access 22 January 2011 Pages: 113 - 133

6. A general insight into the effect of neuron structure on classification

   • Hadi Sadoghi Yazdi
   • Alireza Rowhanimanesh
   • Hamidreza Modares

   Regular Paper 31 March 2011 Pages: 135 - 154

7. Combining case-based reasoning systems and support vector regression to evaluate the atmosphere–ocean interaction

   • Juan F. De Paz
   • Javier Bajo
   • Juan M. Corchado

   Regular Paper 14 December 2010 Pages: 155 - 177

8. Microeconomic analysis using dominant relationship analysis

   • Ling Zhu
   • Cuiping Li
   • Shan Wang

   Regular Paper 11 February 2011 Pages: 179 - 211

9. Argument mining based on a structured database and its usage in an intelligent tutoring environment

   • Safia Abbas
   • Hajime Sawamura

   Regular Paper 06 January 2011 Pages: 213 - 246