Masters Dissertations: Recent submissions
Now showing items 1-20 of 1134
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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. ... -
Publishing to inspire the library profession
(IFLA Special Interest Group on Library Publishing, 2020)The IFLA Special Interest Group on Library Publishing held the Virtual Open Programme on October 15th 2020. The event had been scheduled as part of WLIC 2020 in Dublin which was postponed due to the pandemic. The theme ... -
Tomorrow’s corporate finance: The impact of digital evolution on the financial function and the role of the CFO
(Dublin Business School, 2020)Digital technologies have started being developed for some time now and made today’s world totally digitalized. Digital sources have already improved business processes at a high level and its opportunities for evolution ... -
Check-It-Chatbot
(Dublin Business School, 2021)Recently, the use of chatbots has progressed exponentially in diverse areas, including marketing, help networks, schooling, cultural heritage, entertainment and many more. One of the major and substantial aspects of this ... -
Benchmarking react library: a developer perspective
(Dublin Business School, 2021)Developers are often reluctant to adapt to the new framework since they need to allocate time in training and adapt. This study aims to determine the need for benchmarking JS and ReactJS application in a developer’s ... -
Classification of retinal pathology from OCT images using a parametric tuned CNN
(Dublin Business School, 2020)Optometrists nowadays use optical biopsy to get cross sectional images of the retina infected by pathologies. This is also known as Optical Coherence Tomography (OCT). It is important to identify the retinal diseases at ... -
Diet analysis of diabetes using machine learning
(Dublin Business School, 2021)The latest advancement in health sciences have prompted a need for creation of data, for example, health treatment information, produced in large volumes of health records. Machine learning techniques seems to be increasing ... -
Comparative analysis of deep and transfer learning techniques for two and multi-class weather image classification
(Dublin Business School, 2021)Information about the weather plays a very vital role in day-to-day life of humans, including various sectors like agriculture, business, traffic etc., knowing the weather beforehand helps to resolve several weather-related ... -
Applying Deep learning techniques - masked facial recognition in smartphone security systems using transfer learning
(Dublin Business School, 2021)Face recognition is the most reliable security measure in smartphones. Face masks make face detection more challenging. In most countries the wearing of facial masks is mandatory on public transport and in public areas to ... -
Predictive analysis of YouTube trending videos using machine learning
(Dublin Business School, 2021)YouTube is a world-famous video sharing interactive platform which allows its users to rate, share, save, comment, and upload the content. Unlike popular videos which get number of likes and views by the time they are ... -
Comparison of machine learning V/S deep learning model to predict ICD9 code using text mining techniques
(Dublin Business School, 2021)Healthcare information is usually collected and stored in form of numbers, texts or images. This data consists of important details such as their visits, symptoms, prescriptions, notes or vital statistics of the patients. ... -
A comparison of four machine learning algorithms to predict product sales in a retail store
(Dublin Business School, 2021)Controlling the retail market is the secret to sustainability in today's business world. Many business entities depend heavily on historical data and product demand projection of sales patterns. The accuracy of these ... -
Anomalies in the classification and detection of heart rate using deep learning
(Dublin Business School, 2021)Arrhythmias, which in non-medical terms is commonly known as the irregularity in a heartbeat, contributes to approximately 300,000 sudden deaths per year. This incidence rate is higher than the other lethal and dangerous ... -
Wearable devices that help you sleep? Impact of activity and non-activity on sleep quality and quantity
(Dublin Business School, 2020)With the explosion of the tech wearables market in recent years there has been signi cant promises of how tracking your heart data, daily activity and exercise and sleep data will improve your quality of life. Sleep is ... -
Worldwide opinion on climate change as measured via Twitter
(Dublin Business School, 2020)The last Intergovernmental Panel on Climate Change (IPCC) in 2014 has concluded that the earth is warming and human influence is the main cause. This has not led to the meaningful action by nations around the world to ... -
Job recommendation system using machine learning and natural language processing
(Dublin Business School, 2020)The rise of digital communication and the spread of the internet has made an enormous impact in every industry. One such domain is the Hiring process, where a job seeker applies to a job by creating a profile on a job ... -
Study of deep learning models on educational channel video from YouTube for classification of Hinglish text
(Dublin Business School, 2020)The applications of data mining process are widespread. Within the framework of CRISP-DM a data mining project, this research exposes key areas like data preparation, feature engineering, model training and evaluation ... -
Multi-class image classification of fruits and vegetables using transfer learning techniques
(Dublin Business School, 2020)The need for an e cient fruit and vegetable identi cation and classi cation is always important and bene cial for not only the agricultural department or food processing industry, but also to the low level retail stores ... -
Network intrusion detection system using classification techniques in machine learning
(Dublin Business School, 2020)Worldwide, the Internet is connected across the country. There are threats of network attacks in this Internet environment. The risk of integrity and con dentiality has also increased with the density of information and ... -
Second heart attack prediction using machine learning and deep learning
(Dublin Business School, 2020)Deep Learning and Machine Learning is the fastest growing technology that has a wide range of applications, one of which is the medical field. The cardiac attack has become a global alarming issue, that is leading to 17.9 ...