Volume 38, Issue 2

November 2007

Special Issue on Mathematical Methods for Learning and Data Mining, Guest Editors: Carlo Vercellis and Giovanni Felici

7 articles in this issue

Guest editorial
Giovanni Felici
Carlo Vercellis
Editorial notes 16 May 2007 Pages: 191 - 193
A recursive algorithm for nonlinear least-squares problems
A. Alessandri
M. Cuneo
M. Sanguineti
OriginalPaper 23 May 2007 Pages: 195 - 216
A convergent decomposition algorithm for support vector machines
S. Lucidi
L. Palagi
M. Sciandrone
OriginalPaper 30 May 2007 Pages: 217 - 234
Accurately learning from few examples with a polyhedral classifier
Carlotta Orsenigo
Carlo Vercellis
OriginalPaper 19 May 2007 Pages: 235 - 247
A bilinear algorithm for sparse representations
Pando Georgiev
Panos Pardalos
Fabian Theis
OriginalPaper 20 July 2007 Pages: 249 - 259
Robust multiclass kernel-based classifiers
Budi Santosa
Theodore B. Trafalis
OriginalPaper 23 May 2007 Pages: 261 - 279
Modeling sequence evolution with kernel methods
Margherita Bresco
Marco Turchi
Nello Cristianini
OriginalPaper 24 July 2007 Pages: 281 - 298

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