Browsing Μεταπτυχιακές Διατριβές ΠΚ / UCY Master Τhesis by Subject "MACHINE LEARNING"
Now showing items 1-7 of 7
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Master Thesis Open Access
Collection and processing of data from poultry farms for anomaly detection and optimization of egg production
(Πανεπιστήμιο Κύπρου, Σχολή Θετικών και Εφαρμοσμένων Επιστημών / University of Cyprus, Faculty of Pure and Applied Sciences, 2024-05-31)Recent years have seen numerous efforts focusing on smart poultry farming, with the dual aim of maximizing poultry welfare and farmers’ profits. However, most of these initiatives either introduce high-cost systems beyond ...
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Master Thesis Open Access
Detecting and countering Cyber-Attacks in CAVs
(Πανεπιστήμιο Κύπρου, Πολυτεχνική Σχολή / University of Cyprus, Faculty of Engineering, 2023-06)Connected and Autonomous Vehicles (CAVs) are becoming increasingly popular due to their ability to make driving safer and more efficient. However, these vehicles rely heavily on GPS systems to determine their location and ...
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Master Thesis Open Access
Enhancing aerial vehicle detection in transportation monitoring using spatiotemporal object detection models
(Πανεπιστήμιο Κύπρου, Πολυτεχνική Σχολή / University of Cyprus, Faculty of Engineering, 2023-06-01)Image object detection has shown tremendous success in recent years, leading to its adaptation to the domain of video. However, the major advancements based on single-shot deep learning models process single frames ...
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Master Thesis Open Access
Extracting Explainable Assessments of Alzheimer’s Disease via Machine Learning on Brain MRI data
(Πανεπιστήμιο Κύπρου, Σχολή Θετικών και Εφαρμοσμένων Επιστημών / University of Cyprus, Faculty of Pure and Applied Sciences, 2024-06-13)This master’s thesis focuses on the development of machine learning models and argumentation frameworks for the early diagnosis of Alzheimer's disease (AD) using brain MRI data. AD is the most common type of dementia, often ...
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Master Thesis Open Access
Metarchitecture: rethinking architectural design process using integrated parametric design and machine learning principles
(Πανεπιστήμιο Κύπρου, Πολυτεχνική Σχολή / University of Cyprus, Faculty of Engineering, 2023-06-06)Η Τεχνητή Νοημοσύνη (ΤΝ) έχει τη δυνατότητα να επεξεργαστεί μεγάλες ποσότητες υποκειμενικών και αντιφατικών πληροφοριών στην αρχιτεκτονική. Ωστόσο, έχει χρησιμοποιηθεί κυρίως ως εργαλείο για τη διαχείριση των πληροφοριών ...
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Master Thesis Open Access
Offline Reinforcement Learning in World Of Tanks
(Πανεπιστήμιο Κύπρου, Σχολή Θετικών και Εφαρμοσμένων Επιστημών / University of Cyprus, Faculty of Pure and Applied Sciences, 2024-06)Offline reinforcement learning (RL) has emerged as a promising approach for training intelligent agents without requiring real-time interaction with an environment, addressing a key limitation of traditional RL. This ...
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Master Thesis Open Access
Video analysis of entrepreneurs’ pitches and funding prediction
(Πανεπιστήμιο Κύπρου, Σχολή Θετικών και Εφαρμοσμένων Επιστημών / University of Cyprus, Faculty of Pure and Applied Sciences, 2022-06)This research was conducted for the purposes of my master’s degree thesis and aims to create a machine learning model that can make funding predictions based on the data collected from entrepreneurs' funding pitches. ...