Thesis – Final Draft

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 downloadThesis download

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