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Cryptocurrency Exchange Market Prediction and Analysis Using Data Mining and Artificial Intelligence
(The British University in Dubai (BUiD), 2020-05)
This thesis discusses the ability of using data mining and artificial intelligence techniques in order to predict crypto currency exchange market prices. The prices of crypto currency are virtual unpredictable and pose ...
A Study on Applying Data Mining in Airline Industry for Demand Forecasting by predicting Item Criticality
(The British University in Dubai (BUiD), 2018-03)
Organizations inventory forecasting plays an important role for supply chain management. It is very important for an organization to be able to identify the inventory demand required in future and this can be achieved by ...
Data mining approach to predict student's selection of program majors
(The British University in Dubai (BUiD), 2019-06)
Students in higher education do not have access to sufficient information when selecting their program major. Program administrators cannot easily predict majors that will be undersubscribed early enough to take corrective ...
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 ...
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 ...
Education Data Mining to Predict Student Exam Grades in Vocational Institutes
(The British University in Dubai (BUiD), 2015-12)
Data Mining (Data Knowledge Discovery) is the practice of examining large pre-existing databases in order to identify patterns, establishing relationships, and to generate new understandable and useful information. Educational ...
Predicting Passenger's Behavior by Using Association Rules in Data Mining
(The British University in Dubai (BUiD), 2016-01)
Data mining is considered as one of the most powerful and contemporary tools in extracting massive and valuable data and information from several standard database formats that all different kinds of public and private ...
Using Data Mining and Text Mining Techniques in Predicting the Price of Real Estate Properties in Dubai
(The British University in Dubai (BUiD), 2014-05)
Data mining is defined as the discovery of previously unknown patterns and relationships between stored data and represents the interesting information in understandable format. On the other hand, text mining is also looks ...
Data Mining Techniques Implementation To Improve Healthcare Among Diabetic Patients
(The British University in Dubai (BUiD), 2016-12)
Medical data mining is an emergent field and, on overcoming its facing challenges such as privacy of documentation and ethical use of information about patients, voluminous and heterogeneous data, and imprecise and erroneous ...
Using Data Mining in CRM to Understand the Insurance Market
(The British University in Dubai (BUiD), 2016-11)
Understanding customers’ interests is an important concept for designing marketing campaigns to improve businesses and increase revenue. The rapid growth of high dimensional databases and data warehouses, such as Customer ...