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.

-, Gaurav (2024) A Deep Learning Feature-Ranked Backpropagation Framework for Sustainability. Masters thesis, Dublin, National College of Ireland.

-, Shalini Priya (2024) Intelligent Travel Solutions: Merging User Preferences with Real-Time Contextual Awareness. Masters thesis, Dublin, National College of Ireland.

Adedeji, Ayodeji Michael (2024) Evaluation of the Detectron2 framework for Instance Segmentation of Multi-Component Meal Images. Masters thesis, Dublin, National College of Ireland.

Alday Vitorica, Jon-Eder (2024) Advancements and challenges in Autonomous Vehicles: Accelerating or braking based on Image processing. Masters thesis, Dublin, National College of Ireland.

Ali, Hasan (2024) Street Navigation for Visual Impairment using CNN and Transformer Models. Masters thesis, Dublin, National College of Ireland.

Ali, Nouman (2024) Sentiment Analysis Using Text and Facial Emotions. Masters thesis, Dublin, National College of Ireland.

Amariei, Gabriel (2024) Document Clustering of Irish Government Circulars using Machine Learning Techniques. 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.

Anora, Anirudh (2024) Depression detection: Comparative Analysis of different AI models trained on data threads from Reddit. Masters thesis, Dublin, National College of Ireland.

Ari, Kiymet Elif (2024) Optimizing Job Recommendation Systems with AI: A Deep Dive into BERT and GPT Models. 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.

Ay, Buse (2024) Comparative Analysis of Machine Learning and Neural Network Approaches for Exoplanet Identification. Masters thesis, Dublin, National College of Ireland.

Bamikole, David Oluwatimilehin (2024) Evaluation of Multimodal Transformer Data Fusion Techniques. 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.

Bediskar, Aishwarya Satish (2024) Sustainable Plant Pathogen Detection: Balancing Accuracy and Energy Efficiency in Deep Learning Models. Masters thesis, Dublin, National College of Ireland.

Benny, Anu (2024) Text Summarization using Pegasus Model. Masters thesis, Dublin, National College of Ireland.

Benny, Bini (2024) Hate Speech Detection on Social Media – A Practical Research using NLP and LLM Models. Masters thesis, Dublin, National College of Ireland.

Bhardwaj, Parkhi (2024) Arrhythmia Classification Using Hybrid and Standalone Deep Learning Models. Masters thesis, Dublin, National College of Ireland.

Chani, Sachleen Singh (2024) Multimodal Depression Detection using Audio and Visual Features. Masters thesis, Dublin, National College of Ireland.

Chaudhary, M Anis Mumtaz (2024) Metropolitan City Transportation Analysis & Optimal Route Suggestions. 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.

Chowdappa Madhugiri, Madhuri (2024) Aspect Based Sentiment Analysis using Pre-trained models. Masters thesis, Dublin, National College of Ireland.

Dabbakuti, Sasi Venkata Krishna (2024) Proactive Equipment Maintenance in Manufacturing: Leveraging Modern Deep Learning for Fault Prediction. Masters thesis, Dublin, National College of Ireland.

Deshpande, Saloni (2024) Hybrid Bayesian CNN-GAN architecture for Deepfake detection. 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.

Dinakaran, Balaji (2024) Revolutionizing Fleet Efficiency: The Integration of AI Predictive Maintenance. Masters thesis, Dublin, National College of Ireland.

Eser, Omer Talha (2024) Considering renewable energy sources in electricity load forecasting. 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.

Gankidi, Sai Charan Reddy (2024) AI-Powered Forecasting: Revolutionizing Natural Disaster Prediction and Response Optimization. Masters thesis, Dublin, National College of Ireland.

Ghori, Khawaja Waqas Ur Rehman (2024) Multimodal Deep Learning for Lungs Cancer Detection: Integrating Audio and Image Analysis with Web-Based Accessibility. Masters thesis, Dublin, National College of Ireland.

Gole, Ayush Vitthal (2024) A Comparative Study of CNN, RNN-LSTM, and Transfer Learning Models for Facial Emotion Recognition in context of gaming. Masters thesis, Dublin, National College of Ireland.

Goswami, Rahul (2024) Advancements in Steering Angle Prediction: Deep Learning Approaches for Self-Driving Car. 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.

Govind, Pavan Kumar (2024) Pneumonia detection using Transfer learning. Masters thesis, Dublin, National College of Ireland.

Govinda Ravindra Kumar, Aswin Kumar (2024) Deep Learning-Based Automated Detection and Classification of Diabetic Retinopathy Using MobileNetV2 and DenseNet201. Masters thesis, Dublin, National College of Ireland.

Goyal, Abhishek (2024) Hybrid Approach to Pedestrian Detection: Integrating Transfer learning and Training from Scratch. Masters thesis, Dublin, National College of Ireland.

Hatipoglu, Munevver Irem (2024) Artificial Intelligence Based Psychological Detection of HTP Drawings. Masters thesis, Dublin, National College of Ireland.

Heagney, Kevin (2024) Using Explainable AI LIME to Improve the understanding of Machine Learning Predictions for Traffic Accidents. 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.

Hussain, Madni Ali (2024) A Retrieval-Augmented Generation Framework for Medical Question Answer. 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.

Javvaji, Vishnu Kumar (2024) Adaptive Network Intrusion Detection Using Deep Reinforcement Learning. Masters thesis, Dublin, National College of Ireland.

Karadeniz, Havva Eda (2024) Clothify: Personalized Clothing Recommendations and Identification Technology [Clothing Recognition and Style Recommendations]. Masters thesis, Dublin, National College of Ireland.

Kathrighatta Harish, Likith (2024) How can AI-driven risk assessment models create personalized loan offers by effectively classifying applicants into risk categories. Masters thesis, Dublin, National College of Ireland.

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

Kierans, Niall (2024) Sentiment Analysis of Airport Google Reviews: A Comparative Study of Natural Language Processing Techniques and Machine Learning Models. Masters thesis, Dublin, National College of Ireland.

Koli, Manav Siddharam (2024) Enhancing Diagnostic Accuracy: AI-Enabled Chest X-ray Analysis for Improved Pneumonia Detection. Masters thesis, Dublin, National College of Ireland.

Krishnan, Murugappan (2024) Enhancing Customer Churn Prediction in Telecom Using Federated Learning. Masters thesis, Dublin, National College of Ireland.

Kyi Toe, Wutyi (2024) Endangered Red Panda Behaviours Classification: A Comparative Evaluation of Deep Learning Models. 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.

Martinez Martinez, Lazaro Javier (2024) Classifying AI-Generated images using EfficientNet-B0, ResNet50 and VGG16 CNN ML models. Masters thesis, Dublin, National College of Ireland.

McGrane, Cian (2024) Visual Harmonies: Investigating the Impact of Album Cover Image Features on Music Genre Image Classification for Top Spotify Artists in the USA. Masters thesis, Dublin, National College of Ireland.

Meshram, Mrunal Dhanraj (2024) Hybrid Skin Disease Diagnosis Using StyleGAN2 and EfficientNet. Masters thesis, Dublin, National College of Ireland.

Mohan, Meenu (2024) Medical Diagnosis: AI-Driven Disease Exposing Using Images. Masters thesis, Dublin, National College of Ireland.

Muddam, Akanksh Reddy (2024) Personalised Meal Recommendation System for Health and Dietary Optimization: Design and Implementation. 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.

Neelakanti, Sharanya (2024) Comparative Analysis of Transformer Models for Multi-Class Text Classification. Masters thesis, Dublin, National College of Ireland.

Neogi, Akashdip (2024) Critical Analysis of Machine Learning and Deep Learning Models for Mushroom Classification. Masters thesis, Dublin, National College of Ireland.

Ozhan, Caner (2024) Emotion Recognition with Deep Learning-Based Facial Expressions: Comparative Analysis of Algorithms. 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.

Pataskar, Utsav (2024) Depth Estimation for indoor environments using Augmented and Regularized Data through Knowledge Distillation. Masters thesis, Dublin, National College of Ireland.

Patel, Deep Kantilal (2024) Construction Defect Detection using AI with Augmented Reality. Masters thesis, Dublin, National College of Ireland.

Pokhriyal, Mayank (2024) A Versatile Emotion Detection System: Independent Models for Image, Video, and Audio Analysis. Masters thesis, Dublin, National College of Ireland.

Pola, Subrahamanyam (2024) Enhancing E-Learning Platforms with AI-Driven Personalization through AI Chatbots. Masters thesis, Dublin, National College of Ireland.

Pragat, Pravin Pagariya (2024) Lidar – Infused YOLO: A Lidar infused computer vision model to improve the object detection for autonomous vehicle. Masters thesis, Dublin, National College of Ireland.

Prasanna Kumar, Rohit (2024) A Deep Learning Filtration Framework to Eliminate Not Safe For Work content in Digital media. Masters thesis, Dublin, National College of Ireland.

Rai, Animesh Kumar (2024) Safeguarding Sensitive Data - Detection in Unstructured Text Using Cutting-Edge Transformer Architectures. Masters thesis, Dublin, National College of Ireland.

Ryan, Arthur (2024) Co-pilot widget for assisting the public in processing US presidential political candidate tweets from Twitter in 2024 US elections candidate choice through sarcasm and stance detection. Masters thesis, Dublin, National College of Ireland.

Sajikumar, Sreelakshmi (2024) Emotion Detection in Text: A Comprehensive Analysis Using Classical, Deep Learning, and Transformer-Based Models. Masters thesis, Dublin, National College of Ireland.

Sarwar, Rehman (2024) Smart City Surveillance: Automated Street Waste Detection Using Live Camera. Masters thesis, Dublin, National College of Ireland.

Satish, Naresh Kumar (2024) Forecasting Ethereum’s Price using ML and DL by Integrating Hybrid Sentiments in Multi-Source Market Data: Leveraging XAI. Masters thesis, Dublin, National College of Ireland.

Sawant, Siddhi (2024) Analyzing the Role of Fusing Image and Time Series Data in Forecasting Rainfall-Induced Landslides. Masters thesis, Dublin, National College of Ireland.

Sevinc, Busra (2024) Enhancing Wind Turbine Longevity: A Comparative Study of Deep Learning and Traditional Machine Learning Techniques for Predicting Remaining Useful Life. Masters thesis, Dublin, National College of Ireland.

Shahul Hameed, Shahna (2024) DeepDefend: Optimized Multi-Model Approach for Network Intrusion Detection Using Deep Learning and IoT Security Enhancement. Masters thesis, Dublin, National College of Ireland.

Shakeel, Muhammad Hassan (2024) Evaluation of Large Language Models on MedQUAD Dataset. Masters thesis, Dublin, National College of Ireland.

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

Sikharam, Sai Naga Charan (2024) Supply Chain Optimization using Data Analytics: Analysis of Inventory Management, Transportation Logistics, & Procurement Processes. 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.

Srivastava, Diya (2024) Utilizing Counselor-Client Dialogues to Develop a Memory-Efficient Mental Health Question-Answering System with Large Language Models. Masters thesis, Dublin, National College of Ireland.

Thakur, Sayali Machhindra (2024) Hybrid Approaches to Sarcasm Detection in Social Media: Comparing Rule-Based, Statistical, and Deep Learning Models. 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.

Uci, Erkan (2024) Deep Learning-Based Multi-Object Group Detection and Tracking in Video Streams. 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.

Usama, Muhammad (2024) Automated Anomaly Detection and Localization in Solar Panels Using Deep Learning Models. 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.

Vijayakumar Nair, Visakh (2024) Beyond Accuracy: A Comparative Analysis of Recommendation Models Incorporating Quantitative and Qualitative Evaluation. Masters thesis, Dublin, National College of Ireland.

Wang, Yixuan (2024) A Real-Time Human Action Recognition Model for Assisted Living. 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.