1. Non-parametric distance-based classification techniques and their applications

   • Filiberto Pla
   • Petia Radeva
   • Jordi Vitrià

   Editorial 02 August 2008 Pages: 223 - 225

2. Distance-based discriminant analysis method and its applications

   • Serhiy Kosinov
   • Thierry Pun

   Theoretical Advances 11 September 2007 Pages: 227 - 246

   

3. On kernel difference-weighted k-nearest neighbor classification

   • Wangmeng Zuo
   • David Zhang
   • Kuanquan Wang

   Theoretical Advances 26 January 2008 Pages: 247 - 257

   

4. Online nonparametric discriminant analysis for incremental subspace learning and recognition

   • B. Raducanu
   • J. Vitrià

   Theoretical Advances 24 July 2008 Pages: 259 - 268

   

5. On the k-NN performance in a challenging scenario of imbalance and overlapping

   • V. García
   • R. A. Mollineda
   • J. S. Sánchez

   Theoretical Advances 28 September 2007 Pages: 269 - 280

   

6. Model-based classification with dissimilarities: a maximum likelihood approach

   • Eugène-Patrice Ndong Nguéma
   • Guillaume Saint-Pierre

   Theoretical Advances 07 February 2008 Pages: 281 - 298

7. A sparse Bayesian approach for joint feature selection and classifier learning

   • Àgata Lapedriza
   • Santi Seguí
   • Jordi Vitrià

   Theoretical Advances 15 July 2008 Pages: 299 - 308

   

8. Feature selection, mutual information, and the classification of high-dimensional patterns

   • Boyan Bonev
   • Francisco Escolano
   • Miguel Cazorla

   Theoretical Advances 22 February 2008 Pages: 309 - 319

   

9. Converting non-parametric distance-based classification to anytime algorithms

   • Xiaopeng Xi
   • Ken Ueno
   • Dah-Jye Lee

   Theoretical Advances 12 January 2008 Pages: 321 - 336

   

10. Classification of dissimilarity data with a new flexible Mahalanobis-like metric

    • Agata Manolova
    • Anne Guérin-Dugué

    Theoretical Advances 05 April 2008 Pages: 337 - 351

    

11. Prototype reduction using an artificial immune model

    • Utpal Garain

    Theoretical Advances 12 February 2008 Pages: 353 - 363

    

12. Efficient distance-based per-pixel texture classification with Gabor wavelet filters

    • Jaime Melendez
    • Miguel Angel Garcia
    • Domenec Puig

    Theoretical Advances 04 December 2007 Pages: 365 - 372

    

13. Binarized eigenphases applied to limited memory face recognition systems

    • Naser Zaeri
    • Farzin Mokhtarian
    • Abdallah Cherri

    Theoretical Advances 29 July 2008 Pages: 373 - 383

    

14. Diversity-based combination of non-parametric classifiers for EMG signal decomposition

    • Sarbast Rasheed
    • Daniel W. Stashuk
    • Mohamed S. Kamel

    Theoretical Advances 30 January 2008 Pages: 385 - 408

    

15. Dissimilarity-based classification of chromatographic profiles

    • António V. Sousa
    • Ana Maria Mendonça
    • Aurélio Campilho

    Theoretical Advances 26 March 2008 Pages: 409 - 423

    

16. Fusion of textural statistics using a similarity measure: application to texture recognition and segmentation

    • I. Karoui
    • R. Fablet
    • J.-M. Augustin

    Theoretical Advances 04 March 2008 Pages: 425 - 434