Hsuan-Tien Lin
National United University(TW)National Taiwan University(TW)National Taiwan University Hospital(TW)
Publications by Year
Research Areas
Machine Learning and Data Classification, Machine Learning and Algorithms, Text and Document Classification Technologies, Imbalanced Data Classification Techniques, Advanced Bandit Algorithms Research
Most-Cited Works
- → A note on Platt’s probabilistic outputs for support vector machines(2007)858 cited
- A Study on Sigmoid Kernels for SVM and the Training of non-PSD Kernels by SMO-type Methods(2005)
- → Multilabel Classification with Principal Label Space Transformation(2012)277 cited
- → Ordinal Regression by Extended Binary Classification(2007)241 cited
- Learning from Data(2012)
- Feature-aware Label Space Dimension Reduction for Multi-label Classification(2012)
- → Active Learning by Learning(2015)154 cited
- Learning from Data: A Short Course(2012)
- Feature Engineering and Classifier Ensemble for KDD Cup 2010(2010)