The final draft of the thesis is available for download here.
Final contents are:
- Chapter 1: Introduction
- Chapter 2: Machine learning essentials
- Chapter 3: Clustering and related issues
- Chapter 4: Previous works on clustering
- Chapter 5: Minimum Bregman Information principle for Co-clustering
- Chapter 6: Support Vector Clustering
- Chapter 7: Alternative Support Vector Methods for Clustering
- Chapter 8: Support Vector Clustering software development
- Chapter 9: Experiments
- Chapter 10: Conclusion and Future Work
- Appendix A: One Class classification via Support Vector Machines
- Appendix B: Resource usage of the algorithms
- Appendix C: Star/Galaxy separation via Support Vector Machines
- Appendix D: Thesis Web Log
- Bibliography
IMPORTANT: the file name is changed, the links in the previous posts are broken. Download the thesis from this post or from the Documents page.
Downloads