1. Special Issue on Hybrid and Ensemble Methods in Machine Learning

   • Oscar Cordón
   • Przemysław Kazienko
   • Bogdan Trawiński

   Preface 04 August 2011 Pages: 241 - 244

2. Condition-based Maintenance with Multi-Target Classification Models

   • Mark Last
   • Alla Sinaiski
   • Halasya Siva Subramania

   OriginalPaper 04 August 2011 Pages: 245 - 260

3. Function Approximation with Complex Neuro-Fuzzy System Using Complex Fuzzy Sets – A New Approach

   • Chunshien Li
   • Tai-Wei Chiang

   OriginalPaper 04 August 2011 Pages: 261 - 276

4. Classification Performance of Bagging and Boosting Type Ensemble Methods with Small Training Sets

   • M. Faisal Zaman
   • Hideo Hirose

   OriginalPaper 04 August 2011 Pages: 277 - 292

5. Boosting-based Sequential Output Prediction

   • Tomasz Kajdanowicz
   • Przemysław Kazienko

   OriginalPaper 04 August 2011 Pages: 293 - 307

6. Selection of Heterogeneous Fuzzy Model Ensembles Using Self-adaptive Genetic Algorithms

   • Magdalena Smȩtek
   • Bogdan Trawiński

   OriginalPaper 04 August 2011 Pages: 309 - 327

7. Hybrid Classification Ensemble Using Topology-preserving Clustering

   • Bruno Baruque
   • Santiago Porras
   • Emilio Corchado

   OriginalPaper 04 August 2011 Pages: 329 - 344