Write an essay of one of the following books.
Analyze one of the two datasets for term project using data mining tools.
Keywords for paper selection: DNA computing, in vitro selection, directed evolution, combinatorial chemistry
Time & date: Sat, November 20, 2004 (11:00 ~ 18:00).
Data mining with machine learning tools
DNA computing design for preliminary results
Due: December 21, 2004.
Time & date: Thur, December 2, 10:30 - 11:45 AM
- Probabilistic Library Model (A Bayesian Algorithm for In Vitro Molecular Evolution of Pattern Classifiers, Zhang, B.-T. and Jang, H.-Y., Preliminary Proceedings of the Tenth International Meeting on DNA Computing, pp. 294-303, 2004)
- Kernel Machines (slide, An Introduction to Kernel-Based Learning Algorithms, Mueller, K.-R., Mika, S., Raetsch, G., Tsuda, K., and Schoelkopf, B., IEEE Transactions on Neural Networks, vol. 12, no. 2, 2001)
- Decision Trees (Machine Learning, Tom Mitchell, Chap. 3 (slide))
- Rule Learning (slide)
- Concept Learning (Machine Learning, Tom Mitchell, Chap. 2 (slide), Version Space Learning with DNA Molecules, Lim, H.-W., Yun, J.-E., Jang, H.-M., Chai, Y.-G., Yoo, S.-I., and Zhang, B.-T., Lecture Notes in Computer Science, vol. 2568, pp. 143-155, 2003)
This page is maintained by Kyu-Baek Hwang (kbhwang at bi.snu.ac.kr), Last update: November 19, 2004