An overview of kernel alignment and its applications.
Tinghua WangDongyan ZhaoShengfeng TianPublished in: Artif. Intell. Rev. (2015)
Keyphrases
- profile hidden markov models
- kernel function
- perceptron learning
- kernel methods
- kernel regression
- image alignment
- word alignment
- sequence data
- support vector
- kernel machines
- kernel matrix
- partial least squares regression
- component analysis
- dynamic time warping
- similarity function
- database
- gaussian processes
- reproducing kernel hilbert space
- kernel learning
- positive definite
- multiple sequence alignment
- hidden markov models
- computer vision
- social networks
- data mining