Information & Communications Technology
Recent Submissions
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Emotion Recognition from visual Big-Data using Convolutional Neural Network (CNN)
(Dublin Business School, 2022)Human species has been using their facial expressions and facial muscles in order to effectively communicate for millions of years now. Expression and emotions have been captured and stored into many forms since then like ... -
Contact Tracing using Graph Algorithms and exploring graph analytics in a Graph Database (Neo4j)
(Dublin Business School, 2022)The SARS-COVID-19 epidemic is still spreading rapidly globally. Contact Tracing has played an important role during this emergency in identifying the people most likely to be high spreaders of the virus. Graph Data Science ... -
Forecasting the price of AWS On-spot instances using Deep Neural Network Architectures
(Dublin Business School, 2022)Among the cloud computing services, the concept of On-spot instance is the most popular which has been introduced by Amazon AWS, in order to utilize their spare capacity. On-spot instance follows the auction-based cloud ... -
Deep Learning in Games to Improve Autonomous Driving
(Dublin Business School, 2022)Autonomous Driving is a lively research area in Artificial Intelligence that aims to automatize procedures for self-driving vehicles. Machine Learning has overcome human performance in some simulators with the development ... -
Comparative study of traditional and deep learning algorithms on social media using sentiment analysis
(Dublin Business School, 2022)In recent years, there has been a significant increase in social media content. This study focuses on sentiment analysis of Twitter data. This research has been done to improve the accuracy of the sentiment analysis varying ... -
A Regression Based Approach for Prediction of Major League Baseball Game Outcomes
(Dublin Business School, 2022)Data analytics and statistics have seen increasing usage in professional sports in recent years, with many professional organisations expanding the usage of data analytics to improve team performance. Similarly, organisations ... -
Evaluating UI Design Frameworks and transform the learnings into own UI Design System
(Dublin Business School, 2022)The complexity of design is rising. Modern design procedures demand significant cross-functional collaboration across all teams engaged in the product's development. When speed to market is so important in product development, ... -
Crime Reporting & Subscription Based Real-time Alert System of Dublin
(Dublin Business School, 2022)Crime is one of the pressing issues for every country. In today’s world, it is really essential for each of us to be aware of crime incidents taking place in our surroundings. Crime in Dublin has spiked in past few years ... -
Predictive Analytics for Malware Detection in FinTech using Machine Learning Classification
(Dublin Business School, 2022)Cyber-attacks are a major issue in the FinTech space, and a solution is needed that can provide a fast and effective way of malware detection. This paper aims to use machine learning classification to detect malware on ... -
UAE Bank's high-interest business loans: SME perspective
(Dublin Business School, 2022)Globally small and medium enterprises make a big impact on the national economic growth of the country as well as the employment it creates. Similarly, the developing economy of the United Arab Emirates is largely dependent ... -
Factors influencing adoption of mobile banking in Kenya: a qualitative analysis of commercial banks in Nairobi County, Kenya
(Dublin Business School, 2022)The study focused on determining factors influencing adoption of mobile banking in Kenya. The main objective was to examine the influence of perceived risks (financial risk), perceived usefulness (convenience and cost ... -
Moving from paper to cashless transactions: The effect on retail firms in Cork City, Ireland
(Dublin Business School, 2022)Over the years, technological advancement has led to the global disruption of various business sectors. In the finance sector, the adoption of cashless payment methods enabled by technology is increasing, especially among ... -
The decentralising effects of De-Fi Technologies after consideration of economies of scale, example population Ireland
(Dublin Business School, 2022)The global financial services industry has undergone a significant structural overhaul due to technological advancements in recent years. This report aims to capture the challenges to market participants present in the ... -
Utilizing Recommender Systems to Reduce Greenhouse Gas Emissions & Optimize Nutrition in Food Procurement
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Predicting Early Attritions in the Technology Industry using Machine Learning
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Valuation of a blockchain-based virtual machine resolving interoperability
(Dublin Business School, 2021)New technology can be disruptive and sometimes it is hard to evaluate its impact and its value. Blockchain technology is still nascent and keep evolving to pace never seen before. To evaluate its value, society out a value ... -
Importance of combatting cybercrime and having a cybersecurity framework in place from an Irish perspective
(Dublin Business School, 2021)Cybersecurity has come to the fore in recent years due to the impact cyber-fraud has had on the world’s increasingly digitized environment. The introduction of the internet has provided criminals with an online platform ... -
Machine Learning to aid mental health among youth during COVID-19
(Dublin Business School, 2021)This research presents a comparative study of specialized deep learning and state of the art machine learning approaches for multiclass classification of six emotions: joy, sadness, surprise, fear, love, anger. Specialized ... -
Sentiment Analysis of Amazon Electronic Product Reviews using Deep Learning
(Dublin Business School, 2021)Due to increased usage of technology (social media, online marketing, internet services) over the years, Sentiment Analysis which is analysis done to understand the opinion ex-pressed in a piece of text, has become a hot ... -
Recommender systems for product sales in the banking industry
(Dublin Business School, 2021)Recommender systems can be found nowadays in a variety of different domains and industries, its popularity depends on the proven exponential enhancement of streaming services and e-commerce businesses on recent times. ...
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