Adaptive Discriminant and Quasiconformal Kernel Nearest Neighbor Classification

[1]  Jing Peng,et al.  Adaptive quasiconformal kernel nearest neighbor classification , 2004, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[2]  Andrew W. Moore,et al.  Locally Weighted Learning , 1997, Artificial Intelligence Review.

[3]  Dimitrios Gunopulos,et al.  Locally Adaptive Metric Nearest-Neighbor Classification , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[4]  Dorin Comaniciu,et al.  Mean Shift: A Robust Approach Toward Feature Space Analysis , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[5]  Jing Peng,et al.  LDA/SVM driven nearest neighbor classification , 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

[6]  Jing Peng,et al.  Adaptive quasiconformal kernel metric for image retrieval , 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

[7]  Venu Govindaraju,et al.  Improvements in K-Nearest Neighbor Classification , 2001, ICAPR.

[8]  Nello Cristianini,et al.  An Introduction to Support Vector Machines and Other Kernel-based Learning Methods , 2000 .

[9]  D. Blair Inversion theory and conformal mapping , 2000 .

[10]  Bernhard Schölkopf,et al.  The Kernel Trick for Distances , 2000, NIPS.

[11]  Dimitrios Gunopulos,et al.  An Adaptive Metric Machine for Pattern Classification , 2000, NIPS.

[12]  Gunnar Rätsch,et al.  Input space versus feature space in kernel-based methods , 1999, IEEE Trans. Neural Networks.

[13]  Si Wu,et al.  Improving support vector machine classifiers by modifying kernel functions , 1999, Neural Networks.

[14]  B. Schölkopf,et al.  Advances in kernel methods: support vector learning , 1999 .

[15]  J. C. BurgesChristopher A Tutorial on Support Vector Machines for Pattern Recognition , 1998 .

[16]  Vladimir Vapnik,et al.  Statistical learning theory , 1998 .

[17]  G. Anderson,et al.  Conformal Invariants, Inequalities, and Quasiconformal Maps , 1997 .

[18]  Robert Tibshirani,et al.  Discriminant Adaptive Nearest Neighbor Classification , 1995, IEEE Trans. Pattern Anal. Mach. Intell..

[19]  David G. Lowe,et al.  Similarity Metric Learning for a Variable-Kernel Classifier , 1995, Neural Computation.

[20]  Toshio Odanaka,et al.  ADAPTIVE CONTROL PROCESSES , 1990 .

[21]  Keinosuke Fukunaga,et al.  The optimal distance measure for nearest neighbor classification , 1981, IEEE Trans. Inf. Theory.

[22]  Richard O. Duda,et al.  Pattern classification and scene analysis , 1974, A Wiley-Interscience publication.