1. Guest Editorial: Special Issue on Machine Learning for Signal Processing

   • Ioannis Pitas
   • Vince Calhoun
   • Konstantinos Diamantaras

   Editorial 18 December 2009 Pages: 1 - 2

2. Feature Selection for Genomic Signal Processing: Unsupervised, Supervised, and Self-Supervised Scenarios

   • S. Y. Kung
   • Yuhui Luo
   • Man-Wai Mak

   OriginalPaper 09 October 2008 Pages: 3 - 20

   

3. Monaural Speech Separation Based on Gain Adapted Minimum Mean Square Error Estimation

   • M. H. Radfar
   • R. M. Dansereau
   • W.-Y. Chan

   OriginalPaper 04 October 2008 Pages: 21 - 37

   

4. A Comparison of Single- and Multi-Objective Programming Approaches to Problems with Multiple Design Objectives

   • Sibel Yaman
   • Chin-Hui Lee

   OriginalPaper 01 November 2008 Pages: 39 - 50

   

5. A Comparison of Variational and Markov Chain Monte Carlo Methods for Inference in Partially Observed Stochastic Dynamic Systems

   • Yuan Shen
   • Cedric Archambeau
   • Remi Barillec

   OriginalPaper 11 November 2008 Pages: 51 - 59

   

6. Manifold Based Local Classifiers: Linear and Nonlinear Approaches

   • Hakan Cevikalp
   • Diane Larlus
   • Frederic Jurie

   OriginalPaper 07 December 2008 Pages: 61 - 73

   

7. From Low-Level Features to Semantic Classes: Spatial and Temporal Descriptors for Video Indexing

   • Markos Zampoglou
   • Theophilos Papadimitriou
   • Konstantinos I. Diamantaras

   OriginalPaper 26 November 2008 Pages: 75 - 83

   

8. Geometrical Kernel Machine for Prediction and Novelty Detection of Disruptive Events in TOKAMAK Machines

   • Barbara Cannas
   • Rita Sabrina Delogu
   • Katiuscia Zedda

   OriginalPaper 12 February 2009 Pages: 85 - 93

   

9. Markov Random Fields with Asymmetric Interactions for Modelling Spatial Context in Structured Scene Labelling

   • Daniel Heesch
   • Maria Petrou

   OriginalPaper 24 February 2009 Pages: 95 - 103

   

10. Characterisation of Signal Modality: Exploiting Signal Nonlinearity in Machine Learning and Signal Processing

    • Beth Jelfs
    • Soroush Javidi
    • Danilo Mandic

    OriginalPaper 09 April 2009 Pages: 105 - 115