Items where Division is "Master of Science in Artificial Intelligence" and Year is 2025

Thesis

-, Gokulkrishna (2025) Detecting and Classifying Post-OCR Errors using Contrastive Self-Supervised Learning. Masters thesis, Dublin, National College of Ireland.

-, Mohammad Shehnaj (2025) A Comparative Study on the Impact of Input Length on Transformer Model Performance in Misinformation Classification. Masters thesis, Dublin, National College of Ireland.

-, Narendra Kumar (2025) Optimized Hybrid Segmentation and Feature-Based Classification for Interpretable, Efficient Automated Medical Diagnosis. Masters thesis, Dublin, National College of Ireland.

-, Shaik Junaid (2025) Intelligent Anomaly Detection in Network Traffic using Advanced Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.

Abraham, Abin Binoy (2025) Bi-Partisan And Broader Political Spectrum Bias Detection using Transformer Based LLM Models. Masters thesis, Dublin, National College of Ireland.

Adabala, Surendra (2025) Multi-Modal Urban Mobility Forecasting: A Graph Neural Network-Based Approach with Spatiotemporal Hypergraph Attention. Masters thesis, Dublin, National College of Ireland.

Ahmed, Mohammed Sameer (2025) Evaluating Deep Learning Models for Cross-domain Propaganda Detection. Masters thesis, Dublin, National College of Ireland.

Ahmed, Salman (2025) Forecasting the Prices of diverse cryptocurrencies using Machine Learning, Deep Learning, and Explainable AI with Hybrid Sentiment Analysis from News Articles and Financial Market Data. Masters thesis, Dublin, National College of Ireland.

Ali, Qasim (2025) Retinal Lesion Segmentation for Early Detection of Diabetic Retinopathy Using CNNs, Vision Transformers, and Hybrid Deep Learning Models. Masters thesis, Dublin, National College of Ireland.

Amate, Rajat Ranjit (2025) Real-Time Multimodal AI for Continuous Mental Health Monitoring. Masters thesis, Dublin, National College of Ireland.

Atusiuba, Amalachukwu Adaeze (2025) Detecting Depression Over Time: Fusing Emoji and Text Representations with Transformer and CLIP Architectures. Masters thesis, Dublin, National College of Ireland.

Aung, April Phyo (2025) Evaluating Emotional Support from AI Chatbots: Trust, Effectiveness, and Ethical Implications. Masters thesis, Dublin, National College of Ireland.

Babu, Bhagyam (2025) The Carbon Cycle Reimagined: Advanced CO₂ Capture, Quantum-Catalysed Conversion, and Energy-Efficient Processing. Masters thesis, Dublin, National College of Ireland.

Banala, Saketh Reddy (2025) Deep learning chess framework to synthesize language model reasoning with traditional engines. Masters thesis, Dublin, National College of Ireland.

Bhangire, Amey Manishkumar (2025) AI-Powered IoT Anomaly Detection. Masters thesis, Dublin, National College of Ireland.

Bhawalkar, Sayali Vishwas (2025) CNN-Based System for Diabetic Retinopathy Detection. Masters thesis, Dublin, National College of Ireland.

Bhogle, Anuj Shashikant (2025) Use of Artificial Intelligence in cybersecurity threat detection in E-commerce and retail. Masters thesis, Dublin, National College of Ireland.

Bugueño Cuadra, Gonzalo Mauricio (2025) Evaluating Object Detection Models for Small Object Recognition. Masters thesis, Dublin, National College of Ireland.

Bujoreanu, Dan Alexandru (2025) A Comparative Analysis of Tree-Based, Deep Learning, and Ensemble Models for Building Energy Forecasting. Masters thesis, Dublin, National College of Ireland.

Cai, Wanpin (2025) A Deep Learning Framework Integrating CNN, BiLSTM, and Attention for Multi-Label Text Classification in News. Masters thesis, Dublin, National College of Ireland.

Chakari, Ahmed Ozair (2025) Detection and Identification of Prostate Cancer using deep learning. Masters thesis, Dublin, National College of Ireland.

Chandra Babu, Shruthi (2025) Comprehensive Study of Parameter Efficient Fine tuning techniques on Small Language Models for Gherkin Scenario Generation. Masters thesis, Dublin, National College of Ireland.

Chaw, Moe Ni Ni (2025) Daily Human behaviors Based Personalized health Recommendation. Masters thesis, Dublin, National College of Ireland.

Chen, Bintong (2025) Beyond Text: How Images Compensate for Missing Quantitative Data in Multimodal Nutrition Estimation. Masters thesis, Dublin, National College of Ireland.

Chinnameda, Surya Prakash (2025) Understanding the importance of enhanced logical reasoning among large language models with the help of hybrid symbolic architecture. Masters thesis, Dublin, National College of Ireland.

Choudary, Bharath Reddy (2025) Enhancing Phishing Detection Using O3-Mini Chain-of-Thought Reasoning with GPT-4o. Masters thesis, Dublin, National College of Ireland.

Conneely, Sam (2025) SPELLS — A Representation Learning Approach to Latent Power Prediction for Magic: The Gathering. Masters thesis, Dublin, National College of Ireland.

Cruz Sánchez, José Alberto (2025) Hybrid CNN-RNN Models and Explainability in Early Lung Cancer Detection from Chest Radiographs: A Study on Enhancing Radiologist Confidence and Diagnostic Accuracy. Masters thesis, Dublin, National College of Ireland.

Deva, Abhinav (2025) Enhancing Fake News Detection Through GPT – 4o Generated Synthetic Data. Masters thesis, Dublin, National College of Ireland.

Dilekmen, Metehan (2025) Classifying, Understanding, and Mimicking Driver Behaviour from Sensor Data Using LSTM-Based Models for Autonomous Driving. Masters thesis, Dublin, National College of Ireland.

Dorai Raj, Nayana (2025) Multi-Task Learning with Soft Parameter Sharing Using MobileNetV2 for Body Type and Skin Tone Classification for Recommend Clothing. Masters thesis, Dublin, National College of Ireland.

Esparza Giacomelli, Rodrigo (2025) An AI Trading Bot to Increase Investment Portfolio Performance. Masters thesis, Dublin, National College of Ireland.

Finlay, Mark (2025) TrailSurfNET: Trail Surface Classification Using Convolutional Neural Networks and OpenStreetMap Annotations. Masters thesis, Dublin, National College of Ireland.

Gawade, Shraddha Shailesh (2025) Multi-Industry Staff Scheduling Under Labor Law Constraints Using MILP, CP and Genetic Algorithms. Masters thesis, Dublin, National College of Ireland.

Gollapudi, Chandrika (2025) Vision-Language Model Fine-Tuning for Face Mask Detection Using Parameter-Efficient Methods. Masters thesis, Dublin, National College of Ireland.

Gonugunta, Durga Nagendra Prasad (2025) Generative-Agentic AI (GA-AI) Framework for Product Recommendation. Masters thesis, Dublin, National College of Ireland.

Gopalkrishna, Dheeraj (2025) A Meta-MACD Approach: Evaluating ARIMA-LSTM Generated MACD Signals for Optimizing Trade Entries in the S&P 500 Index. Masters thesis, Dublin, National College of Ireland.

Gumus, Muhammet (2025) Transformer Framework for Language Translation in Low Resource Languages. Masters thesis, Dublin, National College of Ireland.

Guntumadugu, Nagalakshmi (2025) EmotiAug: Enhancing Minority Emotion Classification Through Chain-of-Thought Data Augmentation. Masters thesis, Dublin, National College of Ireland.

Gupte, Abhishek Abhay (2025) Investigating SOTA Deepfake Detection frameworks in content-driven multimodal deepfake content. Masters thesis, Dublin, National College of Ireland.

Harikrishnan, Divyasree (2025) Medical Assistant Utilizing Large Language Models with Retrieval Augmented Generation and Vector Search. Masters thesis, Dublin, National College of Ireland.

Hassan, Ozair (2025) A RAG Framework for Legal Text Retrieval and Generation in Irish Statutory Instruments. Masters thesis, Dublin, National College of Ireland.

Hernandez Lopez, Jesus Moises (2025) Comparative Analysis of Parameter-Efficient Fine-Tuning and Traditional Continual Learning Methods. Masters thesis, Dublin, National College of Ireland.

Hu, Haiyan (2025) A Lightweight SLR System based on MobileNetV3, BiLSTM, and Attention Mechanism. Masters thesis, Dublin, National College of Ireland.

Iqbal, Muhammad Adeel (2025) Harnessing AI for Accurate Diabetic Retinopathy Detection in Retinal Imaging. Masters thesis, Dublin, National College of Ireland.

Kalwa, Sampath Reddy (2025) Classification of hate speech in social media using Machine Learning and Natural Language Processing. Masters thesis, Dublin, National College of Ireland.

Kanikicherla, Likhita (2025) Comparative Analysis of Attention-Based Deep Learning Architectures for Low-Light Image Enhancement. Masters thesis, Dublin, National College of Ireland.

Kasturi, Yasaswini (2025) Automated Meta-Optimization of Text Pre-Processing Pipelines using DARTS: A Domain-Adaptive Approach for NLP Tasks. Masters thesis, Dublin, National College of Ireland.

Kavdir, Bugra (2025) Evaluating Financial LLM Architectures on Consumer GPUs: Model Comparison and Temperature-Based Hyperparameter Tuning. Masters thesis, Dublin, National College of Ireland.

Kavva, Sruthi Reddy (2025) TB-DBN: A hybrid deep learning architecture with IBBA Optimization for enhanced phishing URL Detection. Masters thesis, Dublin, National College of Ireland.

Kawade, Shubham Pandurang (2025) Predicting Box Office Success with Advanced Regression Techniques: Using Data to Merge Art and Analytics. Masters thesis, Dublin, National College of Ireland.

Khare, Vasu (2025) Skin Cancer Detection using Convolutional Neural Networks. Masters thesis, Dublin, National College of Ireland.

Khatib, Mehwish Mohammed Hanif (2025) Building a Hindi-English customer support chatbot using pre-trained language models. Masters thesis, Dublin, National College of Ireland.

Kotha, Phanisai (2025) Network-based social media sentimental analysis on twitter. Masters thesis, Dublin, National College of Ireland.

Kumar, Sandeep (2025) Cross-Lingual RAG for English News article Summarization using Hindi Context. Masters thesis, Dublin, National College of Ireland.

Lemos, Diego Amaxmandro De Oliveira (2025) Detecting Customer Dissatisfaction in Support Chats Using AI-Based Sentiment Analysis. Masters thesis, Dublin, National College of Ireland.

Lodh, Suvajit (2025) Bridging PLEXOS and AI: A Multi-Agent, LLM-Based Framework for Transparent and Compliant Energy Planning. Masters thesis, Dublin, National College of Ireland.

Lopez Garcia, Jose Manuel (2025) CoRe-GAN: A Gated Attention Framework for High-Fidelity Restoration of the Codex Borgia. Masters thesis, Dublin, National College of Ireland.

Lysaght, Adam Paul (2025) Predicting Road Accident Hotspots Using Street-View and Satellite Imagery. Masters thesis, Dublin, National College of Ireland.

Madhav, Soumya (2025) PsycoPipe-Multimodal Emotion Analysis Framework Using Fine-tuned SER and ASR models with LLM For Psychiatric Conversations. Masters thesis, Dublin, National College of Ireland.

Mahmood, Mehrab (2025) Applying Explainable Graph Neural Networks for Credit Risk Prediction and Fraud Detection. Masters thesis, Dublin, National College of Ireland.

Mann, Karandeep Singh (2025) LLMs for Structured Educational Data: A Zero and Few-Shot Approach to Student Performance Prediction. Masters thesis, Dublin, National College of Ireland.

Mazhar, Ahmed Zeeshan (2025) Comparative Analysis of Models to Improve Technical Speaking through AI. Masters thesis, Dublin, National College of Ireland.

Mehendale, Nachiket Anil (2025) Enhanced Crop Weed Detection Using an Optimized Swin Transformer Architecture for Precision Agriculture. Masters thesis, Dublin, National College of Ireland.

Mini Biju, Sneha (2025) A Hybrid Sentiment and Reinforcement Learning Framework for Product Review Optimization. Masters thesis, Dublin, National College of Ireland.

Monaghan, Gary (2025) Explainable Large Language Model (LLM)-Based Detection of Advanced Social Engineering Tactics in Phishing Emails: AI - Advanced Detection of Textual Employed SE with XAI. Masters thesis, Dublin, National College of Ireland.

Muddanna Hanumantharaya, Yashwanth (2025) An Enhanced Hybrid Classification Model using Distance Metric to Detect Financial Fraud. Masters thesis, Dublin, National College of Ireland.

Mulkuri, Manupavan (2025) Aspect-Specific Sentiment Classification using a RoBERTa BiLSTM Hybrid Model with Hierarchical Attention. Masters thesis, Dublin, National College of Ireland.

Nadigottu, Raj (2025) Enhancing Plant Disease Classification through Unsupervised Domain Adaptation (UDA). Masters thesis, Dublin, National College of Ireland.

Nanduri, Sai Manohar (2025) Explainable Chess AI: A Browser Extension for Move Explanation and Analysis in Real-Time Chess Interfaces. Masters thesis, Dublin, National College of Ireland.

Nawaz, Sharjeel (2025) A Reinforcement Learning Framework to Minimize Reward Latency in Quantitative Trading. Masters thesis, Dublin, National College of Ireland.

Nicholas, Natalia Ellen (2025) Advanced CNN-Based Hybrid Biometric Verification System for Enhanced Identity Authentication. Masters thesis, Dublin, National College of Ireland.

Nurasheva, Jamilya (2025) Developing motion planning algorithms of autonomous delivery robots for smart cities. Masters thesis, Dublin, National College of Ireland.

Patil, Hitesh Vijay (2025) Explainable AI for Medical Diagnoses: Advancing Explainability and Assurance in AI-Supported Healthcare. Masters thesis, Dublin, National College of Ireland.

Plunkett, Hugh Christopher (2025) Lidar based 3D Detection of Vehicles and Obstacles in Autonomous Vehicles Using Deep Learning Techniques: Analysis and Comparison. Masters thesis, Dublin, National College of Ireland.

Power, Alex (2025) Comparative Evaluation of Resume–Job Matching Using Transformer-Based Semantic Similarity and TF-IDF. Masters thesis, Dublin, National College of Ireland.

Prakash, Likhitha Konasale (2025) Enhancing Climate Change Stance Detection Through Advanced Synthetic Data Augmentation. Masters thesis, Dublin, National College of Ireland.

Raghu, Raghav (2025) Deep Learning and Machine Learning to improve the operation of a shared bike system, a case study of DublinBikes. Masters thesis, Dublin, National College of Ireland.

Rahman, Muhammad Anis Ur (2025) Evaluating the Impact of Data Augmentation on Image Classification Accuracy. Masters thesis, Dublin, National College of Ireland.

Rajan, Santhosh (2025) Edge AI and Wearable Sensor Integration for Fall Detection in Elderly Independent Living. Masters thesis, Dublin, National College of Ireland.

Ramalingam Sathishkumar, Harris Narayanen (2025) A Neuro-Symbolic Framework for Enhancing Generalization and Skill Acquisition in Abstract Reasoning Tasks. Masters thesis, Dublin, National College of Ireland.

Ramani, Aryan (2025) Evaluating Trade-offs Between Performance and Resource Utilization in Retrieval-Augmented Generation and Finetuning for Domain-Specific Language Models. Masters thesis, Dublin, National College of Ireland.

Rathore, Shayshank (2025) Hybrid Reinforcement Learning for Personalized Diabetes Care. Masters thesis, Dublin, National College of Ireland.

Ravichandran, Naveen Prasad (2025) Hybrid Physics–AI Climate Model with Forcing Awareness for Improved Generalization to Unseen Forcing Scenarios. Masters thesis, Dublin, National College of Ireland.

Ravichandran, Shoban (2025) A Transformer-based Framework to Automatically Refactor Legacy Code. Masters thesis, Dublin, National College of Ireland.

Rodriguez Lopez, Ivan Misael (2025) Exploiting Explainable AI tools for improving model classification explainability. Masters thesis, Dublin, National College of Ireland.

Sabbavarapu, Ravi Kumar (2025) Integrating Sentiment Analysis into AI-Driven Budgeting: Advancing Personal Financial Management through Emotion-Aware Financial Insights - Natural Language Processing - Sentiment Analysis. Masters thesis, Dublin, National College of Ireland.

Samala, Sriram (2025) Explainable Multi-Omics AI Framework for Breast Cancer Stage Classification: Integrating Gene Expression, Proteomics, and Mutation Data. Masters thesis, Dublin, National College of Ireland.

Sangle, Shreeraj Santosh (2025) SoulSenseAI. Masters thesis, Dublin, National College of Ireland.

Shaikh, Abdul Ahad (2025) A Comparative Analysis of YOLOv8 and Vision Transformers for Road Damage Detection and Classification Using the RDD2022 Dataset. Masters thesis, Dublin, National College of Ireland.

Thonikkara, Mohammed Nihal (2025) Emotion-Aware AI Meal Recommendation with Calorie-Constrained Recipe Scoring and Dual-Stage Deep Learning Models. Masters thesis, Dublin, National College of Ireland.

Thuraka, Suresh Kumar (2025) Bias Mitigation in Machine Learning Models for Fair Decision-Making. Masters thesis, Dublin, National College of Ireland.

Torquato, Lukas (2025) Blackwell: An Explainable Anamnesis-based Multi-Agent Framework for Remote Clinical Diagnosis. Masters thesis, Dublin, National College of Ireland.

Uppalapati, Karthik (2025) MedPredict-DeBERTa: Enhancing Symptom-Based Disease Prediction through UMLS-Integrated Disentangled Attention. Masters thesis, Dublin, National College of Ireland.

Venkatesan, Keerthana (2025) Enhancing Legal Research Efficiency through Retrieval-Augmented Generation (RAG) with Vector Search. Masters thesis, Dublin, National College of Ireland.

Vunnam, Srikanth (2025) Career Reactant: Transforming Job Search with AI-Enhanced Recommendation Algorithms. Masters thesis, Dublin, National College of Ireland.

Waghmare, Shravani Ravindra (2025) Enhancing Brain Tumour Segmentation in MRI Scans Using AI: A Comparative Study of U-Net and Transformer-Based Architectures. Masters thesis, Dublin, National College of Ireland.

Wang, Shudong (2025) AskFlow: A Multi-Agent Framework for Intelligent Product Customer Support. Masters thesis, Dublin, National College of Ireland.

Wanninayaka Tennakoon Mudiyanselage, Sameera Sudath Tennakoon (2025) Patch-Based Generative Reconstruction of Task-Oriented Images for Bandwidth-Efficient Communication. Masters thesis, Dublin, National College of Ireland.

Yarlagadda, Anudeep (2025) A Super Learner-Based Framework for Securing Medical IoT Networks Enhanced Intrusion Detection. Masters thesis, Dublin, National College of Ireland.

Yusuff Nazzer, Haameem Shimar (2025) Predicting Chronic Kidney Disease (CKD) Using Histopathological Images and Clinical Data. Masters thesis, Dublin, National College of Ireland.