- Place
- Tue3-4
- Credits
- Lecture2 Exercise0 Experiment0
- Code
- 76033
- Syllabus updated
- 2005/7/12
- Lecture notes updated
- 2005/7/12
- Access Index
-
- Semester
- Spring Semester
Lecture
Lecture 1 Introduction
2005.4.12(Tue.) 3-4session
2005-76033-20050412-3,4(928KB) 
Lecture
Lecture 2 Principal component analysis
2005.4.19(Tue.) 3-4session
Lecture
Lecture 3 Locality preserving projection
2005.4.26(Tue.) 3-4session
Lecture
Lecture 4 Projection pursuit 1
2005.5.10(Tue.) 3-4session
Lecture
Lecture 5 Projection pursuit 2
2005.5.17(Tue.) 3-4session
Lecture
Lecture 6 Non-Gaussian component analysis 1
2005.5.24(Tue.) 3-4session
Lecture
Lecture 7 Non-Gaussian component analysis 2
2005.5.31(Tue.) 3-4session
Lecture
Lecture 8 Kernel principal component analysis
2005.6.7(Tue.) 3-4session
Lecture
Lecture 9 Laplacian eigenmap embedding
2005.6.14(Tue.) 3-4session
Lecture
Lecture 10 K-means clustering and kernelization
2005.6.21(Tue.) 3-4session
Lecture
Lecture 11 Similarity-based clustering
2005.6.28(Tue.) 3-4session
Lecture
Lecture 12 Independent component analysis
2005.7.5(Tue.) 3-4session
Experiment/Field Work
Lecture 13 Mini-conference on data mining
2005.7.12(Tue.) 3-4session
