Browsing Dissertations for Informatics (Knowledge and Data Management) by Title
Now showing items 1-20 of 92
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Adaptive Secure Pipeline for Attacks Detection in Networks with set of Distribution Hosts
(The British University in Dubai (BUiD), 2022-01)Currently, malware continues to represent one of the main computer security threats. It is difficult to have efficient detection systems to precisely separate normal behavior from malicious behavior, based on the analysis ... -
ALNER: ARABIC LOCATION NAMED ENTITIES
(The British University in Dubai (BUiD), 2010-10)This dissertation describes a rule based approach carried out to determine Location Named Entities in Arabic. ALNER, an Arabic Location Named Entities Recognition system, implements the rule based approach and is introduced ... -
Arabic Image Captioning (AIC): Utilizing Deep Learning and Main Factors Comparison and Prioritization.
(The British University in Dubai (BUiD), 2022-02)Captioning of images has been a major concern for the last decade, with most of the efforts aimed at English captioning. Due to the lack of work done for Arabic, relying on translation as an alternative to creating Arabic ... -
Arabic Parser Evaluation and Improvements
(The British University in Dubai (BUiD), 2016-06)This thesis focuses on comparing between two famous Arabic parsers Stanford Parser and Bikel parser using Arabic Treebank (ATB) for model training and testing and for this purpose we created a software that enables us to ... -
Arabic Question Answering from diverse data sources
(The British University in Dubai (BUiD), 2018-07)Currently, Arabic users are still forced to extract manually the accurate answers of their questions, which is a difficult task with a vast amount of information available on the Internet. Actually, the existing Arabic ... -
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, ... -
Arabic Sign Language Recognition: A Deep Learning Approach
(The British University in Dubai (BUiD), 2022-05)With more than 300 sign languages across the world, sign interprets are not always available to translate spoken words into sign language and vice versa. As people with hearing and speech impairments rely on Sign Language ... -
ArgDF: Arguments on the semantic web
(The British University in Dubai (BUiD), 2007-02) -
Aspect-Based Sentiment Analysis for Government Smart Applications Customers’ Reviews
(The British University in Dubai (BUiD), 2017-07)Nowadays, sharing opinions has been made easier with the evolvement of Web 2.0. People can share their opinions on their daily activities and consider others’ opinions to decide whether to buy a product or install an app ... -
Clustering Tweets to Discover Trending Topics about دبي (Dubai)
(The British University in Dubai (BUiD), 2018-03)Nowadays, a lot of people targeting social networks to learn what are the trending topics and the news alongside the huge flow of texts posted daily in social networks. One of these social networks is Twitter - a microblogging ... -
Colon cancer classification using microarray data
(The British University in Dubai (BUiD), 2010-03)A thesis presented on the classification of cancerous and normal tissue samples using microarray data. In treating cancer time is of the essence and early detection can dramatically increase the chances of survival. Imaging ... -
Comparative Study of Deep Learning Models for Unimodal & Multimodal Disaster Data for Effective Disaster Management
(The British University in Dubai (BUiD), 2021-07)Multimodal data of text and images on social media posts hold valuable information that can be utilized during crisis events. Such information includes requests for help, rescue efforts, warnings, infrastructure damage, ... -
Covid-19 Spread Simulation based on control measures in UAE
(The British University in Dubai (BUiD), 2021-05)By February 2021, the total number of reported COVID-19 cases are over 110 million with 2.4 million death cases. In response to that, governments all over the world have imposed a variety of control measures including ... -
Critical Success Factors for Implementing Artificial Intelligence (AI) Projects in Dubai Government United Arab Emirates (UAE) Health Sector: Applying the Extended Technology Acceptance Model (TAM)
(The British University in Dubai (BUiD), 2019-03)Recently, the government of United Arab of Emirates (UAE) is focusing on Artificial Intelligence (AI) strategy for future projects that will serve various sectors. Health care sector is one of the significant sectors they ... -
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 ... -
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 ... -
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 ... -
Dataset built for Arabic Sentiment Analysis
(The British University in Dubai (BUiD), 2016-09)Social media administrations, for example, Facebook and Twitter and online networking facilitating sites, for example, Flickr and YouTube have turned out to be progressively famous in later a long time. One key variable ... -
Deep Learning for Aspect-Based Sentiment Analysis of Government Mobile Apps Reviews
(The British University in Dubai (BUiD), 2018-09)The number of smartphone users in the United Arab Emirates (UAE) has increased by 25% in the last four years (Statista.Com 2018c). Government entities in the UAE aim to provide their services through various digital channels, ... -
Developing a Framework for Weapon and Mask Detection in Surveillance Systems
(The British University in Dubai (BUiD), 2022-11)Financial institutions, jewelry stores, hypermarkets and automated teller machines all experience yearly thefts of vast amount of money. Police have dismantled a few of the robbery attempts. Police successfully apprehend ...