Regularized correntropy criterion based semi-supervised ELM

Extreme Learning Machine for Regression and Multiclass Classification

Guang-Bin Huang, Hongming Zhou, Xiaojian Ding et al. · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2011 · 5.5K citations

Computing, Computer Science, Data Mining +15

Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples

Mikhail Belkin, Partha Niyogi, Vikas Sindhwani · 2006 · 3.3K citations

Computing, Computer Science, Computational Geometry +16

Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples

BelkinMikhail, NiyogiPartha, SindhwaniVikas · Journal of Machine Learning Research · 2006 · 2.1K citations

Computing, Computer Science, Computational Geometry +16

Correntropy: Properties and Applications in Non-Gaussian Signal Processing

Weifeng Liu, Puskal P. Pokharel, José C. Prı́ncipe · IEEE Transactions on Signal Processing · 2007 · 1.7K citations

Natural Sciences, Mathematics, Probability Theory +8

Stochastic choice of basis functions in adaptive function approximation and the functional-link net

B. Igelnik, Yoh‐Han Pao · IEEE Transactions on Neural Networks · 1995 · 957 citations

Computing, Computational Engineering, Information Theory +16