Towards scalable support vector machines using squashing

Scaling Kernel-Based Systems to Large Data Sets

Data Mining and Knowledge Discovery

Efficient computations for large least square support vector machine classifiers

Pattern Recognition Letters

Iterative Data Squashing for Boosting Based on a Distribution-Sensitive Distance

PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery

Document preprocessing for naive Bayes classification and clustering with mixture of multinomials

Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining

Bit Reduction Support Vector Machine

ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining

Concept boundary detection for speeding up SVMs

ICML '06 Proceedings of the 23rd international conference on Machine learning

Relaxing instance boundaries for the search of splitting points of numerical attributes in classification trees

Information Sciences: an International Journal

A Confident Majority Voting Strategy for Parallel and Modular Support Vector Machines

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III

Nonlinear clustering-based support vector machine for large data sets

Optimization Methods & Software - Mathematical programming in data mining and machine learning

Fast support vector machines for continuous data

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on cybernetics and cognitive informatics

A fast SVM training method for very large datasets

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Boosting lite: handling larger datasets and slower base classifiers

MCS'07 Proceedings of the 7th international conference on Multiple classifier systems

Tree Decomposition for Large-Scale SVM Problems

The Journal of Machine Learning Research

Using the leader algorithm with support vector machines for large data sets

ICANN'11 Proceedings of the 21th international conference on Artificial neural networks - Volume Part I