A modified quantized kernel least mean square algorithm for prediction of chaotic time series

Theory of reproducing kernels

N. Aronszajn · Transactions of the American Mathematical Society · 1950 · 5.4K citations · Full text

Natural Sciences, Mathematics, Computational Geometry +9

A Resource-Allocating Network for Function Interpolation

John Platt · Neural Computation · 1991 · 1.4K citations

Computing, Computer Science, Forecasting +14

The Kernel Recursive Least-Squares Algorithm

Yaakov Engel, Shie Mannor, Ron Meir · IEEE Transactions on Signal Processing · 2004 · 1.1K citations

Computing, Computer Science, Mathematics +17

Sparse On-Line Gaussian Processes

Lehel Csató, Manfred Opper · Neural Computation · 2002 · 763 citations · Full text

Computing, Computer Science, Data Science +13

A Generalized Growing and Pruning RBF (GGAP-RBF) Neural Network for Function Approximation

Guang-Bin Huang, P. Saratchandran, N. Sundararajan · IEEE Transactions on Neural Networks · 2005 · 712 citations

Computing, Computer Science, Machine Learning +9