Projects for CS674: Data Mining on Multimedia Data
-
Implementation of Dynamic Time Warping (DTW) and 1-Nearest Neighbour with 3 variations - euclidean distance and no window, euclidean distance and 20% warping window and LB_Keogh (lower bounding improvement). [Python]
-
Motif Discovery and Classification using Bag of Patterns and TF-IDF [R]
-
Presented a summary of the paper "Identifying Influencers on Twitter"
-
Topic Modeling on the MNIST dataset, time series datasets and UCI's NYTimes dataset. [Python]