Items where Division is "Master of Science in Artificial Intelligence" and Year is 2024

Thesis

-, Ayush (2024) Hindi FinBERT: A Pre-trained Language Model for Financial Text Classification. Masters thesis, Dublin, National College of Ireland.

Angala, Vamshi Krishna (2024) Transformers for Malware Detection through Machine Learning & Deep Learning. Masters thesis, Dublin, National College of Ireland.

Arunachalam, Ramanathan (2024) Enhancing Fake News Detection with Federated Learning and Word Embedding. Masters thesis, Dublin, National College of Ireland.

Bandi, Praneeth (2024) Advanced Google Scholar Scraper: A Content-Based Filtering Approach for Literature Recommendation Using BERT. Masters thesis, Dublin, National College of Ireland.

Bayram, Onur (2024) Spelling and Grammatical Error Detection for Informal Turkish Texts with Morphologically Sensible Models. Masters thesis, Dublin, National College of Ireland.

Chavan, Kshitija Babaji (2024) AI-driven Autonomous Vehicle using Yolov8 and Deep learning. Masters thesis, Dublin, National College of Ireland.

Devasia, Dona Elizebeth (2024) Flight Delay Prediction: Harnessing the Power of AI for Proactive Air Travel Management. Masters thesis, Dublin, National College of Ireland.

Francis Javior, Sonia (2024) Log-based Intrusion Detection System using Machine Learning. Masters thesis, Dublin, National College of Ireland.

Gajbhiye, Rajratan Laxminarayan (2024) Extraction of Devanagari handwritten characters using Deep Learning-based Models. Masters thesis, Dublin, National College of Ireland.

Gouni, Vamshi Goud (2024) Health Predictor: A Flask Web Application for Depression and Cardiovascular Disease Prediction. Masters thesis, Dublin, National College of Ireland.

Herrera Padilla, Carlos Angel (2024) Assessment of Alzheimer image detection on CNN ensemble model fine-tuned with genetic algorithm. Masters thesis, Dublin, National College of Ireland.

Jadhav, Sonali Subhash (2024) Advancing Safety in Vehicles with AI-Driven Emotion Recognition. Masters thesis, Dublin, National College of Ireland.

Kesham, Ganesh (2024) Text-to-image generation using GAN. Masters thesis, Dublin, National College of Ireland.

Malipeddi, Vikas Varma (2024) Optimizing Adversarial Attacks on ML-Powered Malware Detection Systems. Masters thesis, Dublin, National College of Ireland.

Maniganze, Taylou (2024) A Deep Learning Framework to Identify Interconnectivity of Citation Networks. Masters thesis, Dublin, National College of Ireland.

Manivannan, Neha (2024) Pattern recognition using LSTM in financial sectors. Masters thesis, Dublin, National College of Ireland.

Mukim, Tanmay Laxmikant (2024) Enhancing Legal Guidance by Utilizing Natural Language Processing-Based Document Embeddings. Masters thesis, Dublin, National College of Ireland.

Padavala, Hemaraju (2024) Performance Evaluation of Underwater Plastic Detection Model Under Diverse Environmental Conditions. Masters thesis, Dublin, National College of Ireland.

Sharma, Saurabh (2024) Airfare price Optimization using Quantum Computing. Masters thesis, Dublin, National College of Ireland.

Sivasamy Kalamani, Mugil (2024) Automated Machine Learning: Understanding the relation between Data and Neurons. Masters thesis, Dublin, National College of Ireland.

Thaliath, Noel Viji (2024) A Comparative Analysis for Recognizing Emotions from Facial Expressions. Masters thesis, Dublin, National College of Ireland.

Udatha, Harishbabu (2024) Hyperparameter Optimized KNN Models for Recommendation Systems. Masters thesis, Dublin, National College of Ireland.

Udayakumar, Pavithrasri (2024) Adversarial Resilience in Malware Detection: A Two-Stage Structural Analysis Approach for Robust Cybersecurity. Masters thesis, Dublin, National College of Ireland.

Un, Tugrul (2024) Analyzing Obfuscation Techniques for Evasion: A Case Study on Machine Learning-based Malware Detection. Masters thesis, Dublin, National College of Ireland.

Verma, Ankit (2024) Enhancing Web-Based Object Recognition: Employing Pretrained Models for Accurate and Efficient Visual Recognition in Real-Time Scenarios. Masters thesis, Dublin, National College of Ireland.

Verma, Chetna (2024) Natural Language Processing: Minimizing Bias and Misunderstanding for Al Models in Understanding and Generating Human-like Text. Masters thesis, Dublin, National College of Ireland.

Yildiz, Melih (2024) Sentimental Effects of Temperature Setting After QLoRA Fine-Tuning in LLAMA 2 7B and 13B models. Masters thesis, Dublin, National College of Ireland.