Support vector machines: hype or hallelujah?
ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”
Choosing Multiple Parameters for Support Vector Machines
Machine Learning
Radius margin bounds for support vector machines with the RBF kernel
Neural Computation
Symbolization assisted SVM classifier for noisy data
Pattern Recognition Letters
Selecting parameters of SVM using meta-learning and kernel matrix-based meta-features
Proceedings of the 2006 ACM symposium on Applied computing
A hybrid model for exchange rate prediction
Decision Support Systems
Learnability of Gaussians with Flexible Variances
The Journal of Machine Learning Research
Proceedings of the 25th international conference on Machine learning
Expert Systems with Applications: An International Journal
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
The effect of borderline examples on language learning
Journal of Experimental & Theoretical Artificial Intelligence
A Learning Algorithm of Boosting Kernel Discriminant Analysis for Pattern Recognition
IEICE - Transactions on Information and Systems
Fast and efficient strategies for model selection of Gaussian support vector machine
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Simultaneous tuning of hyperparameter and parameter for support vector machines
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Incremental and decremental learning for linear support vector machines
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Learning Translation Invariant Kernels for Classification
The Journal of Machine Learning Research
Data mining applications in hydrocarbon exploration
Artificial Intelligence Review
Self-tuned Evolution-COnstructed features for general object recognition
Pattern Recognition
Learning bounds for support vector machines with learned kernels
COLT'06 Proceedings of the 19th annual conference on Learning Theory
ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part III
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