1. Guest Editorial for Special Issue on the 2005 IEEE Workshop on Machine Learning for Signal Processing

   • David J. Miller
   • Deniz Erdogmus

   OriginalPaper 27 March 2007 Pages: 1 - 3

2. Increasing the Robustness of Boosting Algorithms within the Linear-programming Framework

   • Yijun Sun
   • Sinisa Todorovic
   • Jian Li

   OriginalPaper 24 February 2007 Pages: 5 - 20

3. An Extension of Iterative Scaling for Decision and Data Aggregation in Ensemble Classification

   • Siddharth Pal
   • David J. Miller

   OriginalPaper 03 February 2007 Pages: 21 - 37

   

4. Maximally Informative Feature and Sensor Selection in Pattern Recognition Using Local and Global Independent Component Analysis

   • Tian Lan
   • Deniz Erdogmus

   OriginalPaper 27 March 2007 Pages: 39 - 52

5. Training Classifiers for Tree-structured Categories with Partially Labeled Data

   • M. Ortega-Moral
   • D. Gutiérrez-González
   • J. Cid-Sueiro

   OriginalPaper 27 March 2007 Pages: 53 - 65

   

6. Acoustic Modelling Using Continuous Rational Kernels

   • Martin Layton
   • Mark Gales

   OriginalPaper 05 May 2007 Pages: 67 - 82

7. Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy

   • Hualiang Li
   • Tülay Adal
   • Andrzej Cichocki

   OriginalPaper 24 February 2007 Pages: 83 - 97

8. Sequential Data Fusion via Vector Spaces: Fusion of Heterogeneous Data in the Complex Domain

   • Danilo P. Mandic
   • Su Lee Goh
   • Kazuyuki Aihara

   OriginalPaper 28 December 2006 Pages: 99 - 108

9. Decentralized State Initialization with Delay Compensation for Multi-modal Sensor Networks

   • Milind Borkar
   • Volkan Cevher
   • James H. McClellan

   OriginalPaper 03 February 2007 Pages: 109 - 125

   

10. Hypotheses Control-based Strategies for the Development of Near-optimum Bayesian Detectors for CDMA Systems

    • Luis M. San-JosÉ-Revuelta

    OriginalPaper 23 January 2007 Pages: 127 - 141

11. Simple, Robust, and Memory-Efficient FastICA Algorithms Using the Huber M-Estimator Cost Function

    • Scott C. Douglas
    • Jih-Cheng Chao

    OriginalPaper 27 March 2007 Pages: 143 - 159

12. Overcomplete Independent Component Analysis via Linearly Constrained Minimum Variance Spatial Filtering

    • Moritz Grosse-Wentrup
    • Martin Buss

    BriefCommunication 13 January 2007 Pages: 161 - 171

13. Automatic Artefact Removal from Event-related Potentials via Clustering

    • N. Nicolaou
    • S. J. Nasuto

    OriginalPaper 06 January 2007 Pages: 173 - 183