Browsing Faculty of Graduate Studies Online Theses by Subject "data mining"
Now showing items 1-5 of 5
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Application of Text-Based Methods of Analysis to Symbolic Music
(2013-04-08)This dissertation features methods of analyzing symbolic music, focused on n-gram-based approaches, as this representation resembles the most text and natural languages. The analysis of similarities between several text ... -
Data Mining in Social Media for Stock Market Prediction
(2012-09-05)In this thesis, machine learning algorithms are used in NLP to get the public sentiment on individual stocks from social media in order to study its relationship with the stock price change. The NLP approach of sentiment ... -
An Exploratory Study of Quality-related Events Reported by Community Pharmacies in the United Kingdom: Applying Association Rule Mining
(2020-12-17)Errors in healthcare systems can cost resources and sometimes lives. Studying errors in healthcare can help to improve service quality. This study aims to explore the prevalent patterns in medication errors in UK’s community ... -
Exploring data leakage via supervised learning
(2020-04-20)Data security includes but not limited to, data encryption, tokenization, and key management practices that protect data across all applications and platforms. In this thesis, I aim to explore whether any data leakage takes ... -
Predicting Political Donations Using Data Driven Lifestyle Profiles Generated from Character N-Gram Analysis of Heterogeneous Online Sources
(2015)This paper describes an approach for generating multi-dimensional Activities, Interests, and Opinions (AIO) insights from disparate web sources. The method involves identifying psychographic profiles using text analysis ...