Dissertations for Informatics (Knowledge and Data Management)
Dissertations for Informatics (Knowledge and Data Management)
Recently added
Now showing items 1-20 of 92
-
Understanding the impact of using Chatbot for shipment delivery toward environmental sustainability using the SEM-ANN approach
(The British University in Dubai (BUiD), 2023-03)This research paper examines chatbot technology acceptance in customer service and shipment delivery, adoption studies, and sustainability. However, little research concerns the effect of the use of chatbots for shipment ... -
Variational Auto Encoder Approach To Find Deferentially Expressed Genes
(The British University in Dubai (BUiD), 2022-05)A study of differentially expressed genes across different cell types will help in identifying cell-specific responses to treatments or diseases. Recent advances in single-cell technology enable an analysis of thousands ... -
Sentiment Analysis for Arabic Social media Movie Reviews Using Deep Learning
(The British University in Dubai (BUiD), 2022-10)This work is to apply sentiment analysis SA for Arabic movie reviews on social media. Automatically detecting attitude or sentiment in a text is often helpful. By classifying the data into positive, negative, or neutral ... -
Sentiment Analysis for opinion leaders on Twitter: A Case Study of COVID-19
(The British University in Dubai (BUiD), 2022-11)The coronavirus or COVID-19 is an ongoing global problem where a pandemic was implemented early in 2020 during the outbreak. Social media platforms were used during the pandemic to share views and exchange information. ... -
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 ... -
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 ... -
Using Educational Data Mining Techniques in Predicting Grade-4 students’ performance in TIMSS International Assessments in the UAE
(The British University in Dubai (BUiD), 2018-04)Educational Data Mining (EDM) is the process of discovering information and relationships from educational data for better understanding of students’ performance, and characteristics of their education providers. Classification ... -
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 ... -
Use of Data Mining Techniques to Detect Fraud in Procurement Sector
(The British University in Dubai (BUiD), 2022-01)Procurement is an extensive and complex sector in the manufacturing industry, and has attracted an extensive and wide-spreading fraud that directly impacts the operation of an organization and economy at large. These ... -
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 ... -
Exploring Sentiment Analysis using Different Machine Learning Algorithms on Dialectal Arabic
(The British University in Dubai (BUiD), 2021-04)Today, the intense use and relaying on the modern technologies such as; mobile phones, e-commerce, interactive websites, social media, wearables technologies, sensors, and satellites, is enabling data to be generated every ... -
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 ... -
An empirical study on Natural Language Processing in identifying industry demands to recommend required qualifications in the UAE
(The British University in Dubai (BUiD), 2021-05)A skillful and competent workforce is one of the deciding factors of any countries economic and social growth. Developed and undeveloped countries have issues related to the availability of skilled laborers. Also, the ... -
Towards a Unified Arabic Government Services Chatbot Based on Ontology
(The British University in Dubai (BUiD), 2020-09)The amount of information has risen considerably since the beginning of the electronic era. Meanwhile, the relationships between various types of information have become more and more complex. On the other hand, the growing ... -
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 ... -
Studying Dynamics of Multi-Agent Learning in Networks
(The British University in Dubai (BUiD), 2012-05)Artificial networks mining and analysis is one of the most recent and interesting area of research due to the explosion growth of this type of networks which is seen every- where in our modern life. In the last few years ... -
A study on Speaker Recognition System
(The British University in Dubai (BUiD), 2015-05)"The huge development in information technology opened the door for finding an increasing number of security gaps in the daily used systems like email accounts. Security systems developers and manufacturers are trying ... -
Investigating Cross-Lingual Hate Speech Detection on Social Media
(The British University in Dubai (BUiD), 2020-01)Social media platforms are becoming an integral part of our life. Massive amounts of content are being uploaded to social media platforms every second by online users. Social media sites are creating an exciting platform ... -
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 ...
RSS 1.0