The nature of statistical learning theory
The nature of statistical learning theory
Machine Learning
Comparison of View-Based Object Recognition Algorithms Using Realistic 3D Models
ICANN 96 Proceedings of the 1996 International Conference on Artificial Neural Networks
Training Support Vector Machines: an Application to Face Detection
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Comparing Support Vector Machines with Gaussian Kernels to Radial Basis Function Classifiers
Comparing Support Vector Machines with Gaussian Kernels to Radial Basis Function Classifiers
Estimation of Dependences Based on Empirical Data: Springer Series in Statistics (Springer Series in Statistics)
Kerneltron: Support Vector `Machine' in Silicon
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
Learning adaptive kernels for model diagnosis
Design and application of hybrid intelligent systems
Training algorithms for fuzzy support vector machines with noisy data
Pattern Recognition Letters
The Entire Regularization Path for the Support Vector Machine
The Journal of Machine Learning Research
Invariance of neighborhood relation under input space to feature space mapping
Pattern Recognition Letters
Journal of Biomedical Informatics
Generalized Robust Conjoint Estimation
Marketing Science
Neighborhood Property--Based Pattern Selection for Support Vector Machines
Neural Computation
Gini Support Vector Machine: Quadratic Entropy Based Robust Multi-Class Probability Regression
The Journal of Machine Learning Research
A hybrid machine learning approach to network anomaly detection
Information Sciences: an International Journal
Spectral algorithms for supervised learning
Neural Computation
An Alternative Splicing Predictor in C.Elegans Based on Time Series Analysis
WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory
Online Clustering of Non-stationary Data Using Incremental and Decremental SVM
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Virtual genetic coding and time series analysis for alternative splicing prediction in C. elegans
Artificial Intelligence in Medicine
Response modeling with support vector machines
Expert Systems with Applications: An International Journal
An effective method of pruning support vector machine classifiers
IEEE Transactions on Neural Networks
Expert Systems with Applications: An International Journal
L2-SVM: Dependence on the regularization parameter
Pattern Recognition and Image Analysis
Signal Processing
Properties of the solution of L2-Support Vector Machine as a function of regularization parameter
Pattern Recognition and Image Analysis
Fast pruning superfluous support vectors in SVMs
Pattern Recognition Letters
The Journal of Machine Learning Research
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