On the Capability of Support Vector Machines to Classify Lithology from Well Logs

A Tutorial on Support Vector Machines for Pattern Recognition

Christopher J. C. Burges · Data Mining and Knowledge Discovery · 1998 · 16.4K citations

Computing, Computer Science, Data Mining +13

Learning With Kernels: Support Vector Machines, Regularization, Optimization, and Beyond

Christopher K. I. Williams · Journal of the American Statistical Association · 2003 · 4.3K citations

Computing, Computer Science, Data Science +12

Improving support vector machine classifiers by modifying kernel functions

Si Wu · Neural Networks · 1999 · 934 citations

Computing, Computer Science, Data Mining +13

Probabilistic neural networks and the polynomial Adaline as complementary techniques for classification

Donald F. Specht · IEEE Transactions on Neural Networks · 1990 · 582 citations

Computing, Computer Science, Machine Learning +16

Financial time series prediction using least squares support vector machines within the evidence framework

Tony Van Gestel, Johan A. K. Suykens, Dirk-Emma Baestaens et al. · IEEE Transactions on Neural Networks · 2001 · 499 citations

Business, Economics, Finance +17