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Sentiment Analysis on a Medication Review Site using NLTK and GloVe
Data exploration and sentiment analysis using Python, Natural Language Toolkit (NLTK) and different Scikit-learn machine learning libraries, comparing their results and their ability to predict the sentiment analysis of reviews from the Drugs.com database.
AdaBoost SAMME Algorithm Comparison using Stumps and SVM
The accuracy and time performance of an AdaBoost SAMME algorithm using both stumps and SVM as the base classifier for the algorithm were compared using the Human Activity Dataset. The best performing algorithm was using stumps as the base classifier. This algorithm was then compared to other classifiers, mainly KNN, SVM and random forest.
Lahman Baseball Hall of Fame Data Mining using SQL and Python
Predicting the probability of a player from the Lahman database to be nominated to the Hall of Fame, using a Naive Bayes classifier implemented in SQL using a GUI designed in Python. The Python portion is only for visualizing the data, the datamining is done using SQL directly for efficiency and speed.
Medical Image Fusion using Wavelets and Particle Swarm Optimization
MRI and PET image fusion using Discrete Wavelet, Multiwavelet and Dual-Tree Wavelet Transforms as well as Paticle Swarm Optimization (PSO) for finding the best weights for the fusion of the images.
Angle-measuring device for reducing ventilator-associated pneumonia cases
Design of an angle-measuring device for the prevention of ventilator-associated pneumonia (VAP) on bedbound, intubated patients.
Camera Intersection Vertex Cover
Vertex Cover Algorithms Comparison
Medtracker
Stephen Hawking Tribute Page
Tribute page of Stephen Hawking, done as an exercise to learn the basics of HTML and CSS.