1. Guest Editors' introduction to the special issue: machine learning approaches to multimedia information retrieval

   • Arif Ghafoor
   • Zhongfei (Mark) Zhang
   • Zhi-Hua Zhou

   Editorial 26 July 2006 Pages: 1 - 2

2. Support vector machine active learning for music retrieval

   • Michael I. Mandel
   • Graham E. Poliner
   • Daniel P. W. Ellis

   Regular Paper 07 April 2006 Pages: 3 - 13

3. Improved AdaBoost-based image retrieval with relevance feedback via paired feature learning

   • Szu-Hao Huang
   • Qi-Jiunn Wu
   • Shang-Hong Lai

   Regular Paper 04 April 2006 Pages: 14 - 26

4. A probabilistic semantic model for image annotation and multi-modal image retrieval

   • Ruofei Zhang
   • Zhongfei (Mark) Zhang
   • Hong-Jiang Zhang

   Regular Paper 27 April 2006 Pages: 27 - 33

5. Collaborative image retrieval via regularized metric learning

   • Luo Si
   • Rong Jin
   • Michael R. Lyu

   Regular Paper 11 April 2006 Pages: 34 - 44

6. View-invariant motion trajectory-based activity classification and recognition

   • Faisal I. Bashir
   • Ashfaq A. Khokhar
   • Dan Schonfeld

   Regular Paperss 24 March 2006 Pages: 45 - 54

7. Machine-learning based classification of speech and music

   • M. Kashif Saeed Khan
   • Wasfi G. Al-Khatib

   Regular Paper 07 April 2006 Pages: 55 - 67