Data mining projects done during my Masters
TicTacToe.java
Implemented a tic tac toe program using artificial intelligence techniques and graph traversals.
Neural Networks
Designed a 3 layered neural network using the sigmoid function along with the back propagation algorithm, that shifts the two-class dataset by a translational shift such that the entire dataset falls into the first quadrant, and the model is trained on this dataset and predicted the classification accuracy of the model after 10, 100 and 1000 epochs.
Information Retreival
Implemented a boolean search engine using Boolean Retrieval Model.
Frequent Pattern Mining
Implemented a a pattern mining algorithm based on the Apriori Algorithm. This project deals with mining of frequently purchased items using data mining techniques.