Pattern Recognition Systems - laboratory works

Week Title Eng Ro Data
1 Least Mean Squares Line Fitting pdf pdf zip
2 RANSAC Line Fitting pdf pdf zip
3 Hough Transform Line Fitting pdf pdf zip
4 Distance Transform pdf pdf zip
5 Statistical Data Analysis pdf pdf zip
6 K-means Clustering pdf pdf zip
7 Principal Component Analysis pdf pdf zip
8 K-Nearest Neighbor Classifier pdf pdf zip
9 Naive Bayes Classifier pdf pdf zip
10 Perceptron Algorithm for Linear Classifier pdf pdf zip
11 AdaBoost with Decision Stumps pdf pdf zip
12 Support Vector Machine pdf pdf zip