Undergrad Thesis – “Adding Mutative Programming Structures To Java”
This is the thesis I did as an undergraduate at the University of Piraeus, Greece. It’s in Greek though so I don’t know if it can be of any use to you.
Download it here.
Machine Learning – Algorithm Comparisons
In this paper I compare the performance of K – Nearest Neighbors, Streamwise Linear Regression (SLR) and a combination of the two, first without and then with PCA. The datasets I used are The Insurance Company Benchmark dataset and the Johns Hopkins University Ionosphere database.
It is interesting to see how kNN performs in comparison to SLR when PCA is not used and the results we get when it is. Especially in the second case, data rescaling is introduced which affects kNN and SLR in a different degree. This is because kNN is not scale invariant, while on the other hand SLR is. The combined method adopts the best of the two methods and provides better results.
Download my paper here.
Fire & Smoke Simulation in Computer Graphics
Download my presentation here.
