1. Adaptive and on-line learning in non-stationary environments

   • Edwin Lughofer
   • Moamar Sayed-Mouchaweh

   Editorial 07 February 2015 Pages: 75 - 77

2. Affect detection from non-stationary physiological data using ensemble classifiers

   • Omar AlZoubi
   • Davide Fossati
   • Rafael A. Calvo

   Original Paper 19 November 2014 Pages: 79 - 92

   

3. Penalized ensemble feature selection methods for hidden associations in time series environments case study: equities companies in Saudi Stock Exchange Market

   • Adel Aloraini

   Original Paper 04 December 2014 Pages: 93 - 100

   

4. On-line incremental learning for unknown conditions during assembly operations with industrial robots

   • J. L. Navarro-Gonzalez
   • I. Lopez-Juarez
   • R. Rios-Cabrera

   Original Paper 07 January 2015 Pages: 101 - 114

   

5. Hybrid dynamic data-driven approach for drift-like fault detection in wind turbines

   • Houari Toubakh
   • Moamar Sayed-Mouchaweh

   Original Paper 31 October 2014 Pages: 115 - 129

   

6. On-line learning with minimized change of the global mapping

   • Andreas Buschermöhle
   • Werner Brockmann

   Original Paper 12 October 2014 Pages: 131 - 151