Ausgabe 3-4/2008
Special Issue: Non-parametric distance-based classification techniques and their applications
Inhalt (16 Artikel)
Editorial
Non-parametric distance-based classification techniques and their applications
Filiberto Pla, Petia Radeva, Jordi Vitrià
Theoretical Advances
Distance-based discriminant analysis method and its applications
Serhiy Kosinov, Thierry Pun
Theoretical Advances
On kernel difference-weighted k-nearest neighbor classification
Wangmeng Zuo, David Zhang, Kuanquan Wang
Theoretical Advances
Online nonparametric discriminant analysis for incremental subspace learning and recognition
B. Raducanu, J. Vitrià
Theoretical Advances
On the k-NN performance in a challenging scenario of imbalance and overlapping
V. García, R. A. Mollineda, J. S. Sánchez
Theoretical Advances
Model-based classification with dissimilarities: a maximum likelihood approach
Eugène-Patrice Ndong Nguéma, Guillaume Saint-Pierre
Theoretical Advances
A sparse Bayesian approach for joint feature selection and classifier learning
Àgata Lapedriza, Santi Seguí, David Masip, Jordi Vitrià
Theoretical Advances
Feature selection, mutual information, and the classification of high-dimensional patterns
Boyan Bonev, Francisco Escolano, Miguel Cazorla
Theoretical Advances
Converting non-parametric distance-based classification to anytime algorithms
Xiaopeng Xi, Ken Ueno, Eamonn Keogh, Dah-Jye Lee
Theoretical Advances
Classification of dissimilarity data with a new flexible Mahalanobis-like metric
Agata Manolova, Anne Guérin-Dugué
Theoretical Advances
Efficient distance-based per-pixel texture classification with Gabor wavelet filters
Jaime Melendez, Miguel Angel Garcia, Domenec Puig
Theoretical Advances
Binarized eigenphases applied to limited memory face recognition systems
Naser Zaeri, Farzin Mokhtarian, Abdallah Cherri
Theoretical Advances
Diversity-based combination of non-parametric classifiers for EMG signal decomposition
Sarbast Rasheed, Daniel W. Stashuk, Mohamed S. Kamel
Theoretical Advances
Dissimilarity-based classification of chromatographic profiles
António V. Sousa, Ana Maria Mendonça, Aurélio Campilho
Theoretical Advances
Fusion of textural statistics using a similarity measure: application to texture recognition and segmentation
I. Karoui, R. Fablet, J.-M. Boucher, W. Pieczynski, J.-M. Augustin