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

Changelog download - Thesis download