Machine Learning
Simultaneous Relevant Feature Identification and Classification in High-Dimensional Spaces
WABI '02 Proceedings of the Second International Workshop on Algorithms in Bioinformatics
A Generalized Representer Theorem
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
Signal Processing - Special issue: Genomic signal processing
A generalized kernel approach to dissimilarity-based classification
The Journal of Machine Learning Research
Neural Computation
Nonparametric Quantile Estimation
The Journal of Machine Learning Research
Knowledge and Information Systems
Incorporating prior knowledge in support vector regression
Machine Learning
Multi-group support vector machines with measurement costs: A biobjective approach
Discrete Applied Mathematics
Decomposition Algorithms for Training Large-Scale Semiparametric Support Vector Machines
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Generalizing the bias term of support vector machines
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Binarized Support Vector Machines
INFORMS Journal on Computing
Reducing samples for accelerating multikernel semiparametric support vector regression
Expert Systems with Applications: An International Journal
Regularized kriging: the support vectors method applied to kriging
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Multikernel semiparametric linear programming support vector regression
Expert Systems with Applications: An International Journal
EPIA'05 Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence
Training support vector machines with multiple equality constraints
ECML'05 Proceedings of the 16th European conference on Machine Learning
Partially linear support vector machines applied to the prediction of mine slope movements
Mathematical and Computer Modelling: An International Journal
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