Safe intuitionistic fuzzy twin support vector machine for semi-supervised learning

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

Twin Support Vector Machines for Pattern Classification

Jayadeva, Suresh Chandra · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2007 · 1.8K citations

Computing, Computer Science, Data Mining +11

Fuzzy support vector machines

Chun-Fu Lin, Sheng‐De Wang · IEEE Transactions on Neural Networks · 2002 · 1.5K citations

Computing, Computer Science, Data Mining +9

Cross-Validation Methods

Michael W. Browne · Journal of Mathematical Psychology · 2000 · 1.4K citations

Improvements on Twin Support Vector Machines

Yuan‐Hai Shao, Chunhua Zhang, Xiaobo Wang et al. · IEEE Transactions on Neural Networks · 2011 · 571 citations

Computing, Computer Science, Data Mining +15