research

Machine learning, pattern recognition, data mining, bioinformatics

Here are some selected course projects:

Partitional clustering experiments on document datasets, CS558-Data Mining course project [Fall 2009]
Some criterion functions for document clustering were evaluated and compared. Each function was evaluated using different clustering methods and different datasets. CLUTO, data clustering software was used. You can see the project report for more details.
Automatic text summarization system for Turkish using latent semantic analysis, CS578-Natural Language Processing course project [Fall 2009]
In this project, a text summarization system for Turkish language, based on Latent Semantic Analysis method was implemented. Also, ROUGE evaluation technique was used for evaluation of automatically generated summaries. Summaries are extractive which means that a summary contains only selected sentences of the original document. Used Java for implementation. Source code and final project report are available. tarball
3D, turn-based, two player game, Computer Graphics course project [Fall 2008]
Used C++, OpenGL, GLUT, Object3DS. source
YGAlib, CENG491/492 Senior Design Project [Fall 2008-Spring 2009]
YGAlib: Converting genetic algorithm library (GAlib) to parallel library to work on a cluster. Used C++, MPI. For source code and documentation, visit project webpage.