Volume 37, Issue 2-3

Search all Journal of Signal Processing Systems articles

June 2004

Special Issue on Machine Learning for Signal Processing

Issue Editors:

David J. Miller,
Tulay Adalı,
Jan Larsen,
Marc M. Van Hulle

14 articles in this issue

Guest Editorial for Special Issue on Machine Learning for Signal Processing
David J. Miller
Tulay Adalı
Marc M. Van Hulle
Editorial Introduction 01 June 2004 Pages: 171 - 175
Principle of Learning Metrics for Exploratory Data Analysis
Samuel Kaski
Janne Sinkkonen
OriginalPaper 01 June 2004 Pages: 177 - 188
Extended Tied-Mixture HMMs for Both Labeled and Unlabeled Time Series Data
Naonori Ueda
Masashi Inoue
OriginalPaper 01 June 2004 Pages: 189 - 197
A Maximum Entropy Approach for Collaborative Filtering
John Browning
David J. Miller
OriginalPaper 01 June 2004 Pages: 199 - 209
Optimal Smoothing of Kernel-Based Topographic Maps with Application to Density-Based Clustering of Shapes
Marc M. Van Hulle
Temujin Gautama
OriginalPaper 01 June 2004 Pages: 211 - 222
Advantages of Unbiased Support Vector Classifiers for Data Mining Applications
A. Navia-Vázquez
F. Pérez-Cruz
A.R. Figueiras-Vidal
OriginalPaper 01 June 2004 Pages: 223 - 235
Non-Rigid Image Registration by Neural Computation
Rujirutana Srikanchana
Jianhua Xuan
Yue Wang
OriginalPaper 01 June 2004 Pages: 237 - 246
Gradient Adaptive Paraunitary Filter Banks for Spatio-Temporal Subspace Analysis and Multichannel Blind Deconvolution
Scott C. Douglas
Shun-Ichi Amari
S.-Y. Kung
OriginalPaper 01 June 2004 Pages: 247 - 261
Bayesian Unsupervised Learning for Source Separation with Mixture of Gaussians Prior
Hichem Snoussi
Ali Mohammad-Djafari
OriginalPaper 01 June 2004 Pages: 263 - 279
Independent Component Analysis Applied to fMRI Data: A Generative Model for Validating Results
V. Calhoun
G. Pearlson
T. Adali
OriginalPaper 01 June 2004 Pages: 281 - 291
Independent Component Analysis by Using Joint Cumulants and its Application to Remote Sensing Images
Xiaohui Zhang
C.H. Chen
OriginalPaper 01 June 2004 Pages: 293 - 303
Lower and Upper Bounds for Misclassification Probability Based on Renyi's Information
Deniz Erdogmus
Jose C. Principe
OriginalPaper 01 June 2004 Pages: 305 - 317
Multiple Composite Hypothesis Testing: A Competitive Approach
David Luengo
Carlos Pantaleon
Jesus Ibañez
OriginalPaper 01 June 2004 Pages: 319 - 331
Fast RLS-Like Algorithm for Generalized Eigendecomposition and its Applications
Yadunandana N. Rao
Jose C. Principe
Tan F. Wong
OriginalPaper 01 June 2004 Pages: 333 - 344

Volume 37, Issue 2-3

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