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Machine Learning in the Analysis of Social Problems: The Case of Global Human Trafficking
(The British University in Dubai (BUiD), 2019-09)
Machine learning has been key to significant information technology discoveries in myriad disciplines. However, it has received mixed outlook in the social science field. This study aims to use the methods of learning from ...
Exploring Machine Learning Models to Predict Harmonized System Code
(The British University in Dubai (BUiD), 2019-11)
Globalization has shaped the way governments and government agencies operate; alongside how said phenomenon has consequently paved the way toward economic growth. With globalization, use of modern technology has also become ...
Machine Learning Techniques for Pharmaceutical Bioinformatics
(The British University in Dubai (BUiD), 2018-11)
This dissertation presents a novel drug classifier to automate the prediction of drug indication and drug interactions with other drugs. The study integrates knowledge visualization, analysis, as well as development of a ...
Using machine learning to support students’ academic decisions
(The British University in Dubai (BUiD), 2019-03)
Making the right decision for students in higher education is vital, as it has a great influence on their study, career, life, and eventually, the whole society. Predicting the future performance of students can inform ...
Predicting Dropouts among a Homogeneous Population using a Data Mining Approach
(The British University in Dubai (BUiD), 2019-03)
Student retention is one the biggest challenges facing academic institutions worldwide. Failure to retain students not only affects the student in a negative way but also hinders institutional quality and reputation. While ...
Type 2 Diabetes Mellitus Automated Risk Detection Based on UAE National Health Survey Data: A Framework for the Construction and Optimization of Binary Classification Machine Learning Models Based on Dimensionality Reduction
(The British University in Dubai (BUiD), 2020-11)
Machine Learning (ML) saw a great increase in general and domain specific research. ML in bioinformatics and epidemiology in particular grew drastically, powered by the proliferation of Electronic Medical Records (EMR) in ...
Mining Dubai Government Twitter Accounts
(The British University in Dubai (BUiD), 2019-11)
Social media plays a critical role in the public sector as it allows the government to interact with the citizens. With the United Arab Emirates being active on social media platforms, this study then aims to identify the ...
Arabic Sentiment Analysis using Machine Learning
(The British University in Dubai (BUiD), 2016-09)
Sentiment Analysis is a rising field that is gaining popularity every day due to its importance in mining the public opinions, the immense amount of generated data every second over the Internet via social network, microblogs, ...
An Artificial Intelligence Approach for Predictive Maintenance in Electronic Toll Collection System
(The British University in Dubai (BUiD), 2019-11)
Predictive maintenance of Electronic Toll Collection System is a major subject in traffic engineering due to the complexity of the system and the difficulty of predicting the components failures. Two types of machine ...
Using Machine Learning to Improve Rule based Arabic Named Entity Recognition
(The British University in Dubai (BUiD), 2011-01)
Arabic Language is widely spoken and highly influential Language both politically and geographically. Thus it is crucial to perform Information Extraction on diverse Arabic texts. In past decade many researchers have ...