-, Akash Manjunatha (2023) Injury Prediction in Mining Industry through Applied Machine Learning Approaches. Masters thesis, Dublin, National College of Ireland.
-, Ashwini Mohan (2022) An Eclectic Approach for Predicting Customer Segmentation to Facilitate Market Basket Analysis. Masters thesis, Dublin, National College of Ireland.
-, Dimple (2022) Sentiment Classification of Public Perception regarding Covid-19 Vaccine: Deep Learning and Stacking Ensemble of Machine Learning Approach. Masters thesis, Dublin, National College of Ireland.
-, Himanshi (2022) Analysing Crime Patterns using Machine Learning: A case study in Chicago. Masters thesis, Dublin, National College of Ireland.
-, Janius Christabel Joseph (2021) Multi Classifier Models using Machine Learning Techniques for Malware Detection. Masters thesis, Dublin, National College of Ireland.
-, Kannan Kumaran (2022) A Machine and Deep Learning Framework to Retain Customers based on their Lifetime Value. Masters thesis, Dublin, National College of Ireland.
-, Kaushik Kalyanaraman (2022) Optimized Deep Learning Model For Diabetic Retinopathy Screening. Masters thesis, Dublin, National College of Ireland.
-, Komal (2022) A Deep Learning Visual Content Based Recommender System to Defend Adversarial Attacks. Masters thesis, Dublin, National College of Ireland.
-, Manisha (2023) A Deep Learning Emotion Classification Framework for Low Resource Languages. Masters thesis, Dublin, National College of Ireland.
-, Manisha, Clifford, William, McLaughlin, Eugene and Stynes, Paul (2023) A Deep Learning Emotion Classification Framework for Low Resource Languages. In: Big Data and Artificial Intelligence. Lecture Notes in Computer Science, 14418 . Springer, Cham, pp. 113-121.
-, Prachi (2023) Object Recognition Improvements Obtained Through Saliency-Based Image Enhancement. Masters thesis, Dublin, National College of Ireland.
-, Rajat (2022) Identification of Foliar Disease in Apple Trees using Deep Learning Techniques. Masters thesis, Dublin, National College of Ireland.
-, Rajiv (2022) Improving the Face Recognition capabilities using DenseNet architecture for Attendance management system in Cloud Computing Environment. Masters thesis, Dublin, National College of Ireland.
-, Sanal Sudhakaran (2023) Facial Emotion Detection using Deep Learning for Psychometric Assessment in a Cloud Environment. Masters thesis, Dublin, National College of Ireland.
-, Shaik Nasir Vali (2022) Fake news detection using Deep Learning and Natural Language Processing. Masters thesis, Dublin, National College of Ireland.
-, Shree Hari Krishnamurthy (2023) A Comprehensive study of applying machine learning algorithms for time series data prediction to the Irish Labour Market Unemployment Rate. Masters thesis, Dublin, National College of Ireland.
-, Sindhuja (2022) Diet Food Recipe Recommendation by Ingredients using Image Processing and Object Detection. Masters thesis, Dublin, National College of Ireland.
-, Sumeet (2022) Securing Data with User and Entity Behaviour Analysis (UEBA) Approach Using Machine Learning Models. Masters thesis, Dublin, National College of Ireland.
Aboki, Musa Idisere (2022) Towards improved phishing detection from URLs, using supervised machine learning. Masters thesis, Dublin, National College of Ireland.
Abu Saad, Laith Ahmad (2022) Detection of Ransomware Attacks using Supervised Machine Learning. Masters thesis, Dublin, National College of Ireland.
Agrawal, Lalit Rakesh (2022) Dynamic Virtual Machine Migration using Ensemble Regressor based controller to reduce the Green Energy wastage and Optimal Utilization of Resources towards Green Computing. Masters thesis, Dublin, National College of Ireland.
Agrawal, Rajat Deepak (2023) A Machine Learning Pose Detection Framework to Identify Suspicious Activity. Masters thesis, Dublin, National College of Ireland.
Alu, Nwabuogoh Anne (2023) An Investigative Approach to Payment Card Fraud Detection using Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Aman, Mohammad (2022) A Deep Learning Framework for Memory Retrieval from Lifelogging Data. Masters thesis, Dublin, National College of Ireland.
Anand, Abhijeet (2022) Automated CAD System for Classification of Chest X-Rays using Xception Model. Masters thesis, Dublin, National College of Ireland.
Anant, Aaloka and Prasad, Ramjee (2020) State-of-the-art in Privacy Preservation for Enterprise Data. In: 2020 23rd International Symposium on Wireless Personal Multimedia Communications (WPMC). IEEE, Okayama, Japan, pp. 1-6. ISBN 978-1-7281-8296-4
Ananth, Anusha (2023) Role of Social Media in Start-ups Success using Machine Learning Approaches: Twitter. Masters thesis, Dublin, National College of Ireland.
Ardhapure, Ravindra Rajendra (2023) LSTM based Predictive Network for Video Anomaly Detection. Masters thesis, Dublin, National College of Ireland.
Arhore, Samuel Avwerosughene (2022) Intrusion Detection in IoT Systems using Machine Learning. Masters thesis, Dublin, National College of Ireland.
Arora, Ria (2022) Cotton Plant Disease Prediction using Resnet50. Masters thesis, Dublin, National College of Ireland.
Awachat, Nikhil satish (2022) Plant Disease Classification Using Transfer Learning Methods. Masters thesis, Dublin, National College of Ireland.
Ayala Rodriguez, Erick (2023) Scalability of Neural Network Models for the Classification and Detection of Threats in Network Traffic. Masters thesis, Dublin, National College of Ireland.
Ayyakutty Ramesh, Ajay Krishnaa (2023) Online fraud prediction using Machine Learning Models. Masters thesis, Dublin, National College of Ireland.
Ayyam Perumal Rajan, Jeevan Kumar (2023) A Comprehensive Study of SMOTE-Enhanced Machine Learning Models on Learning Models on Credit Card Fraud Dataset. Masters thesis, Dublin, National College of Ireland.
Babu, Ibrahim Rinub (2022) Implementation of Touch-less Hand Gesture Recognition ATM Based on Deep Learning Approach. Masters thesis, Dublin, National College of Ireland.
Badarinath, Rahul (2022) Machine Learning Framework for Prediction of Empathy using Eye-tracking and Speech Analysis. Masters thesis, Dublin, National College of Ireland.
Bajpai, Manish (2022) Handwritten Signature Verification using Deep Learning Technique in Conjunction with Image Processing. Masters thesis, Dublin, National College of Ireland.
Bakshi, Siddhant (2022) Study of Topic Modelling and Sentiment Analysis with Word Vectorization for a Hotel Review dataset. Masters thesis, Dublin, National College of Ireland.
Balu, Nixon (2023) Indian Start-ups’ Success Prediction Using Machine Learning. Masters thesis, Dublin, National College of Ireland.
Bandele, Olaomopo Oluwanifemi (2022) Real-time drowsiness detection using computer vision and deep learning techniques. Masters thesis, Dublin, National College of Ireland.
Bangari, Abhay Singh (2023) A Comparative Evaluation of Machine Learning Models and EDA through Tableau Using CICIDS2017 Dataset. Masters thesis, Dublin, National College of Ireland.
Bannon, Ryan (2022) Leveraging Machine Learning to Reduce Cold Start Latency of Containers in Serverless Computing. Masters thesis, Dublin, National College of Ireland.
Baskan, Merve (2022) A Machine Learning Framework to Address Customer Churn Problem Using Uplift Modelling and Prescriptive Analysis. Masters thesis, Dublin, National College of Ireland.
Baumann, Andrew (2022) A Multi-Stage Clustering Algorithm to Re-Evaluate Basketball Positions and Performance Analysis. Masters thesis, Dublin, National College of Ireland.
Bauskar, Dhanshree (2022) Dance Video Classification into Relevant Street Dancing Styles using Deep Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Belur Ramesh, Pramod (2022) Automated Code Summarization of Program Subroutines Using Deep Learning Technologies. Masters thesis, Dublin, National College of Ireland.
Belur Ramesh, Preethi (2023) A Machine Learning Based Approach to Predict Species-Habitat Relationship in Australia. Masters thesis, Dublin, National College of Ireland.
Bera, Indranil (2022) Identify cloud patterns by both cloud images and meteorological parameters using hybrid deep learning model. Masters thesis, Dublin, National College of Ireland.
Bera, Subhashree (2022) Enhancing the Classification and Identification of Natural Rocks using Swin-Transformer Architecture. Masters thesis, Dublin, National College of Ireland.
Beragu, Suraj (2022) Effective use of Cloud Computing and Machine Learning Technologies for Smart Healthcare Applications. Masters thesis, Dublin, National College of Ireland.
Bhagat, Bijalben Prafulchandra (2022) Development of Speech emotion recognition using Deep Neural Network Architecture for children with Autism Spectrum Disorder. Masters thesis, Dublin, National College of Ireland.
Bharadwaj, Anshul (2023) Virtual Diagnosis using the heart sound taken through a digital stethoscope to help medical devoid areas. Masters thesis, Dublin, National College of Ireland.
Bhardwaj, Abhinav (2022) Deep Learning-based Weapon Detection Using Live Cameras. Masters thesis, Dublin, National College of Ireland.
Bhardwaj, Chetan (2022) Developing an Artificial Agent to play Games using Deep Reinforcement Learning. Masters thesis, Dublin, National College of Ireland.
Bhardwaj, Parth (2022) Finding IoT privacy issues through malware Detection using XGBoost machine learning technique. Masters thesis, Dublin, National College of Ireland.
Bharti, Nishant Ajaychand (2023) Sentiment Analysis on Demonetization and rise of Digital Payments using Deep Learning: India. Masters thesis, Dublin, National College of Ireland.
Bhatnagar, Sarthak (2023) A comprehensive evaluation of stacked autoencoders for text embedding. Masters thesis, Dublin, National College of Ireland.
Blaszczyk, Grzegorz (2022) Machine Learning Techniques for Prediction of Electricity Consumption in Buildings. Masters thesis, Dublin, National College of Ireland.
Cannon, Thomas (2023) Beyond the Eye Test: Improving Football Recruitment Through The Use Of Clustering And Support Vector Machines: Data Science Report. Undergraduate thesis, Dublin, National College of Ireland.
Cardenas Rodríguez, Mardwin Alejandro (2022) Deer Surveillance System in Public Parks Using Deep Learning. Masters thesis, Dublin, National College of Ireland.
Carroll, Daragh (2023) Classification of Goalkeeper Dives: Data Analysis Report. Undergraduate thesis, Dublin, National College of Ireland.
Chaini, Babita (2023) Hybrid Machine Learning Model For Brain Tumor Classification. Masters thesis, Dublin, National College of Ireland.
Chambial, Nikhil (2022) Deep Neural Network for Seismic Image Segmentation and Detection of Salt Domes. Masters thesis, Dublin, National College of Ireland.
Chandak, Shivani (2022) Classification of Severity Levels in Diabetic Retinopathy in Ultra-wide Field Colour Fundus Images using Hybrid Deep Learning Models. Masters thesis, Dublin, National College of Ireland.
Chandramohan, Ripu Murdhan (2022) Stroke Detection and Prediction Using Deep Learning Techniques and Machine Learning Algorithms. Masters thesis, Dublin, National College of Ireland.
Chandrasekar, Yogalakshmi (2022) Machine Learning and Eye-tracking Framework to Detect Engagement in Online Learning. Masters thesis, Dublin, National College of Ireland.
Charles, Trecy Soumya (2022) Proficient User Authentication based on the Dynamic keystroke using Machine Learning. Masters thesis, Dublin, National College of Ireland.
Chate, Pratiksha Arvind (2022) Behavioral Modelling of Customer Marketing Patterns and Review Prediction Using Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Chatterjee, Ankit (2023) Detecting type and severity of speech impairment using deep-learning and machine learning algorithms. Masters thesis, Dublin, National College of Ireland.
Chaudhari, Shubham Sarjerao (2022) Deep Learning Networks for Detection, Classification and Analysis of Car Damage. Masters thesis, Dublin, National College of Ireland.
Chaudhary, Saumya (2023) Using Machine Learning to Identify Factors Contributing to Firms’ Bankruptcy: A Case Study of the Taiwanese Market. Masters thesis, Dublin, National College of Ireland.
Chaudhry, Deeksha (2021) COVID-19 Vaccine Understanding and Aftereffects: Twitter User Mental Health Analysis and Pfizer Stock Predictions for Major Regions. Masters thesis, Dublin, National College of Ireland.
Chauhan, Jai Mahesh (2023) Wildfire Prediction Using Machine Learning. Masters thesis, Dublin, National College of Ireland.
Chauhan, Rishabh Singh (2022) Sentiment Analysis of Customer Reviews Using Deep Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Chava, Abhilash (2023) Deep Learning-Based Detection of Diabetic Retinopathy in Retinal Images. Masters thesis, Dublin, National College of Ireland.
Chawla, Taranjyot Singh (2023) Online Payment Fraud Detection using Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Chengalakkattu Ajayan, Gayathri (2023) Genuine Online Reviewer Identification using ML Techniques. Masters thesis, Dublin, National College of Ireland.
Chintakayala, Rupesh Sai Baba (2023) Detection of Twitter bot accounts using Deep Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Chong, Tze Yeng (2023) Unravelling Cryptocurrency and Stock Market Dynamics: Predictive Models and Macroeconomic Implications. Masters thesis, Dublin, National College of Ireland.
Choudhari, Nilam Shantaram (2022) Detection and analysis of Network Layer Security challenges in cloud using machine-learning Algorithm. Masters thesis, Dublin, National College of Ireland.
Choudhary, Arunendra (2022) Predicting Wind Energy Resources and Minimizing its Effects on Birds. Masters thesis, Dublin, National College of Ireland.
Dalvi, Yogiraj Subhash (2022) Deep Learning Techniques for Astronomical Object Classification. Masters thesis, Dublin, National College of Ireland.
Desai, Niranjan Pramod (2022) Classifying different sea species using Deep Learning techniques. Masters thesis, Dublin, National College of Ireland.
Devegowda, Devaraj (2022) Analysis of cloud environment for implementing machine learning model comparative to the local server. Masters thesis, Dublin, National College of Ireland.
Devisetty, Venkata Sai Deepika (2023) Identification and Detection of Brain Tumors using Machine learning and Deep Learning methods. Masters thesis, Dublin, National College of Ireland.
Dhande, Kalpesh Jagdish (2022) Waste Classification system using Transfer Learning and Image Segmentation. Masters thesis, Dublin, National College of Ireland.
Dhatrak, Madhuri (2023) Application of Supervised Learning Classifiers on Gut Microbial data to Predict Parkinson Disease. Masters thesis, Dublin, National College of Ireland.
Dhawan, Samarth Krishna (2022) Machine Learning Framework For Predicting Empathy Using Eye Tracking and Facial Expressions. Masters thesis, Dublin, National College of Ireland.
Dilipkumar, Rithin krishna (2022) Medical Image Forgery Detection. Masters thesis, Dublin, National College of Ireland.
Diloglu, Baran (2022) Zero-Day Attack Detection with Deep Learning in Networks. Masters thesis, Dublin, National College of Ireland.
Drewitt, Anitha (2023) An Approach to Classify Alzheimer’s Disease using Vision Transformers. Masters thesis, Dublin, National College of Ireland.
Dubey, Sadhvi Rajkumar (2022) Predictive Analysis on Drought in North America using Deep Learning. Masters thesis, Dublin, National College of Ireland.
Dubey, Sakshi (2022) A Comparative study of Breast Cancer Diagnosis and Classification Using Neural Networks and Machine learning models. Masters thesis, Dublin, National College of Ireland.
Duggal, Purnima (2022) Predicting Credit Card Fraud Using Conditional Generative Adversarial Network. Masters thesis, Dublin, National College of Ireland.
Duggal, Ravjyot Singh (2022) Deep Learning for Driver Drowsiness Detection. Masters thesis, Dublin, National College of Ireland.
Dunne, Michael (2021) A comparative study on deep & machine learning techniques used for football injury prediction & prevention. Masters thesis, Dublin, National College of Ireland.
Duragkar, Himanshu Ashok (2023) Identifying Diseases In Mulberry Leaves That Affects Silk Production: A Deep Learning Approach. Masters thesis, Dublin, National College of Ireland.
Durairaj, Sureshkumar (2023) Enhanced Online product similarity classification using description and Images. Masters thesis, Dublin, National College of Ireland.
Dutta Bhowmik, Soumi (2022) Rockfall Detection on Mars using Deep Learning Algorithm. Masters thesis, Dublin, National College of Ireland.
Ebong, Maurice Aniefiok (2022) Deep Learning Phishing Email Classifier Combined with NLP. Masters thesis, Dublin, National College of Ireland.
Eldho, Jerin (2023) Crime Category Classification in San Francisco using Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Eldho, Neha (2023) Emotion Detection Using Deep Learning Models on Speech and Text Data. Masters thesis, Dublin, National College of Ireland.
Evuri, Sai Rajasekhar Reddy (2022) Banana Leaf Disease Detection With Multi Feature Extraction Techniques Using SVM. Masters thesis, Dublin, National College of Ireland.
Farrelly, Megan (2022) A Classification Approach to Identifying Female Victims of Intimate Partner Violence in Europe and the US. Masters thesis, Dublin, National College of Ireland.
Figuerola Ullastres, Eva (2022) Credit Card Fraud Detection using Ensemble Learning Algorithms. Masters thesis, Dublin, National College of Ireland.
Gaikwad, Vaibhav Ratan (2022) A Novel Unsupervised AI/ML based proctored system. Masters thesis, Dublin, National College of Ireland.
Gajaram, Ankitha Mallikarjuna (2022) An Approach to Classify Ocular diseases using Machine Learning and Deep Learning. Masters thesis, Dublin, National College of Ireland.
Galinde, Devika Rajiv (2023) Effective approach for Malware Detection using Machine Learning and Deep Learning for IoT-Devices. Masters thesis, Dublin, National College of Ireland.
Garay, Patricio Andrés (2023) Comparative Analysis of Interpretability and Accuracy between Gradient Boosting Machine and Explainable Boosting Machine on Default Credit domain. Masters thesis, Dublin, National College of Ireland.
Garg, Shubham (2022) Predicting the Ranking of Web Page on SERP by Applying Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Garude, Aaditya Balkrishna (2022) Identification and Classification of Exoplanets using Light Intensity. Masters thesis, Dublin, National College of Ireland.
Gautam, Akshaansh (2022) Online Review Classification using Machine Learning and Deep Learning Algorithms. Masters thesis, Dublin, National College of Ireland.
Gawale, Avinash Sanjay (2022) Wine Quality Prediction using Machine Learning and Hybrid Modeling. Masters thesis, Dublin, National College of Ireland.
Ghadge, Srushti Prakash (2022) Electricity Theft Detection Using Machine Learning Algorithms: China. Masters thesis, Dublin, National College of Ireland.
Ghanti, Vikaykumar (2023) Automated Store Billing System Based on Deep Learning (Image Detection and Computer Vision). Masters thesis, Dublin, National College of Ireland.
Ghongane, Aishwarya (2022) Hierarchical Classification of Yoga Poses using Deep Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Ghoshal, Arindam (2022) Intrusion detection in Industrial OT environment by combination of different machine learning techniques. Masters thesis, Dublin, National College of Ireland.
Gibney, Rory (2022) Using supervised learning techniques to predict kicking outcomes in the NFL. Masters thesis, Dublin, National College of Ireland.
González-Cebrián, Alba, Bradford, Michael, Chis, Adriana E. and González-Vélez, Horacio (2024) Standardised Versioning of Datasets: a FAIR–compliant Proposal. Scientific Data, 11. pp. 1-15. ISSN 2052-4463
González-Cebrián, Alba, Ciolacu, Iulian, Bradford, Michael, Dobre, Ciprian and González-Vélez, Horacio (2024) Data Drift for Automatic FAIR-compliant Dataset Versioning in Large Repositories. In: 2024 IEEE 20th International Conference on e-Science (e-Science). IEEE, Osaka, Japan, pp. 1-10. ISBN 979-8-3503-6562-7
Goraya, Tejveer Singh (2021) Short-Term Price Movement Prediction for Stock Market Indexes and its Application. Masters thesis, Dublin, National College of Ireland.
Goswami, Amit (2023) Dynamic Load Balancing and Resource Management Using Machine Learning. Masters thesis, Dublin, National College of Ireland.
Gugale, Honey Rajendra (2022) Detection of Violent activities in the Cloud Computing Environment using Gated Recurrent Unit. Masters thesis, Dublin, National College of Ireland.
Guilcher, Anne (2022) Using artificial intelligence techniques to analyse social media content on COVID-19 children vaccination programs. Masters thesis, Dublin, National College of Ireland.
Gupta, Bijender (2022) Classification of Toxic Comments using Knowledge Distillation. Masters thesis, Dublin, National College of Ireland.
Gupta, Sarthak (2023) Skin Lesion Classification Based on Various Machine Learning Models Explained by Explainable Artificial Intelligence. Masters thesis, Dublin, National College of Ireland.
Gupta, Saurabh Sanjayprasad (2023) DoS Attack Detection and Mitigation through Deep Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Gusani, Renato (2023) A Comprehensive Time Series Analysis on 7 Decades of Space Travel Data: Data Analysis Report. Undergraduate thesis, Dublin, National College of Ireland.
Hegde, Sujay (2021) Identification of Dominant Spam Email Features to Improve Detection Accuracy of Machine Learning Algorithms. Masters thesis, Dublin, National College of Ireland.
Herrera, Maximiliano (2023) Artificial intelligence as a service (AIaaS): Technical Report. Undergraduate thesis, Dublin, National College of Ireland.
Higgins, Liam (2022) Classification of Airline Customer Sentiment Expressed in Twitter Tweets using Lexicons, Decision Tree, and Naïve Bayes. Masters thesis, Dublin, National College of Ireland.
Idris-Animashaun, Ayoola Bashir (2022) Adaptive kinematic particle filter classifier for autonomous robots. Masters thesis, Dublin, National College of Ireland.
Irudayaraj, Alexander Albert (2022) Kidney Stone Detection using Deep Learning Methodologies. Masters thesis, Dublin, National College of Ireland.
Issac, Geethu (2022) Deception Analysis Using Deep Learning Based on Voice Stress Detection. Masters thesis, Dublin, National College of Ireland.
Iyer, Karthik (2023) Retail Inventory Management using Deep Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Jadhav, Rohan Indrajeet (2022) Categorization of Fashion Clothes from Wild Images using Object Detection and Segmentation based Models. Masters thesis, Dublin, National College of Ireland.
Jadhav, Rohit Subhash (2022) Automatic Weapon Detection in CCTV systems Using Deep Learning. Masters thesis, Dublin, National College of Ireland.
Jain, Gunjit (2022) Sleep Apnea detection using Deep Learning Methodologies. Masters thesis, Dublin, National College of Ireland.
Jain, Mohit Kaushal (2023) Forecasting of Power plants consumption using Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Jambukar, Aniket (2021) Fraudulent Healthcare Providers detection using Machine Learning Algorithms. Masters thesis, Dublin, National College of Ireland.
Jayapal, Sasikumar (2023) Food Demand Prediction using Statistical and Machine Learning Models. Masters thesis, Dublin, National College of Ireland.
Jones, Ciaran (2023) Enhancing Ambulance Resource Management through Machine Learning-based Demand Prediction in Dublin, Ireland. Masters thesis, Dublin, National College of Ireland.
Joseph, Joshma (2022) Emotion Analysis of Pages in a Book to Play Background Music. Masters thesis, Dublin, National College of Ireland.
Joseph Fernandez, Saviour Nickolas Derel (2023) Comparison of Deep Learning and Machine Learning in Music Genre Categorization. Masters thesis, Dublin, National College of Ireland.
Joseph Vijayan, Christy Lyona (2023) Emotion Sensitive Music Broadcasting by Analysing Facial Expressions using Machine Learning. Masters thesis, Dublin, National College of Ireland.
Joshi, Parag Suresh (2022) Deepfake Detection using Bayesian Neural Networks. Masters thesis, Dublin, National College of Ireland.
Jothimani, Rajbharath (2023) Festival day arrival prediction using Random Forest, Support Vector Machine and Deep Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Joy, Kripa Mariam (2022) DynamicForecast: Experts Council with optimized Workload Prediction Framework for Cloud Computing. Masters thesis, Dublin, National College of Ireland.
Jyothilinga, Sinchana (2023) Analysis and Prediction of Terrorist Attacks using Supervised Machine Learning and Deep Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Kailasam, Saikumar (2022) Alzheimer’s disease can be diagnosed from healthcare information using machine learning. Masters thesis, Dublin, National College of Ireland.
Kaimoolayil Thomas, Elizabeth (2021) Prediction of Malignant Melanoma using Machine Learning. Masters thesis, Dublin, National College of Ireland.
Kammu, Deborah Ebbu (2022) Research on Negative Post Identification in the Regional Language (Hindi). Masters thesis, Dublin, National College of Ireland.
Kanniah, Vijayakumar (2023) Connected Home Security System – An AI enabled surveillance system to detecting Unwanted Intrusions using Cloud Based system. Masters thesis, Dublin, National College of Ireland.
Kanthraj, Manoj (2023) Optimizing the Visibility of Agricultural activities on the Farm using a sound analytics platform. Masters thesis, Dublin, National College of Ireland.
Karmakar, Anwesha (2023) Multi-class Resume Classification Framework for Skill Extraction. Masters thesis, Dublin, National College of Ireland.
Karyamapudi, Suraj (2023) An approach in Prediction of Earthquakes using VAE-LSTM model. Masters thesis, Dublin, National College of Ireland.
Kas, Omer (2023) Turkey Earthquake Prediction with Deep Learning Algorithms. Masters thesis, Dublin, National College of Ireland.
Kattukottai Mani, Srivatsav (2023) Enhancing Machine Learning Performance using Feature Engineering Techniques for Online Course Recommendation System. Masters thesis, Dublin, National College of Ireland.
Katuru, Jaya Sanjeeth Reddy (2022) A Resource efficient Method to Detect Rice Leaf Diseases. Masters thesis, Dublin, National College of Ireland.
Kelly, Benjamin (2023) An analysis of the causes and prevention of diabetes. Undergraduate thesis, Dublin, National College of Ireland.
Kelly, David Leslie (2022) Evaluating performance of shuffling data augmentation techniques for audio event detection. Masters thesis, Dublin, National College of Ireland.
Kesavan, Naveen (2023) Automated Grape Counting with Deep Learning on Big Data. Masters thesis, Dublin, National College of Ireland.
Khan, Ayaan (2023) Malware Detection Framework Using Hybrid Deep Learning Algorithms. Masters thesis, Dublin, National College of Ireland.
Khandalkar, Sanika Atul (2022) Traffic Sign Detection Using Deep Learning Algorithms. Masters thesis, Dublin, National College of Ireland.
Killedar, Jasmine (2021) Detecting Border gateway protocol (BGP) connectivity monitoring using machine learning and using security configurations. Masters thesis, Dublin, National College of Ireland.
Koli, Raj Yatin (2023) Deepfake Detection System by Integrating Deep Learning and Blockchain Technology. Masters thesis, Dublin, National College of Ireland.
Kommalapati, Ajay Kumar (2022) Comparative study of state of the art deepfake detection models. Masters thesis, Dublin, National College of Ireland.
Kothapalli, Srija Venkata Sai Ravali, Muntean, Cristina Hava and Yaqoob, Abid (2024) Advanced Deep Learning Framework for Improved Wildfire Detection and Aerosol Identification Using Active Satellite Imagery. In: 2024 International Wireless Communications and Mobile Computing (IWCMC). IEEE, Ayia Napa, Cyprus, pp. 955-960. ISBN 979-8-3503-6126-1
Kulkarni, Devika Chandrashekhar (2022) Analysing Different Machine Learning Algorithms to Study Visa Decisions in the United States. Masters thesis, Dublin, National College of Ireland.
Kumar, Deepak (2023) Gender Prediction Based on various Nationality Names using Deep Learning techniques. Masters thesis, Dublin, National College of Ireland.
Kumar, Stephen Angelo (2023) Detecting and Counting different Vehicles in the real time Traffic Signal using deep learning. Masters thesis, Dublin, National College of Ireland.
Kumar, Sumit (2023) Network Intrusion Detection of Android Smartphones Using Machine Learning and Ensemble Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Kumar, Tanuj (2023) Use of Machine Learning Model for Improving Cardiovascular Condition Using Cloud Computing. Masters thesis, Dublin, National College of Ireland.
Kumaran, Kannan, Pathak, Pramod, Haque, Rejwanul and Stynes, Paul (2023) A Machine and Deep Learning Framework to Retain Customers Based on Their Lifetime Value. In: BDA 22: Big Data Analytics. Lecture Notes in Computer Science, 13773 . Springer, Cham, pp. 91-103. ISBN 978-3-031-24094-2
Kumari, Sangeeta (2023) Leveraging Machine Learning to Predict Employee Attrition: India. Masters thesis, Dublin, National College of Ireland.
Kumbhar, Ajay Ashok (2022) End-to-end attack detection based on ML and spark. Masters thesis, Dublin, National College of Ireland.
Kutaphale, Yash Santosh (2023) Lung Cancer Detection Using Machine Learning and Deep Learning. Masters thesis, Dublin, National College of Ireland.
Ladouari, Karim (2023) Cloud Resource Forecasting and Prediction Methodology Framework. Masters thesis, Dublin, National College of Ireland.
Lakshmanan, Kishore (2022) Defect Detection and Price Estimation of Used Cars Using Deep Learning with Regression Models. Masters thesis, Dublin, National College of Ireland.
Lal, Vishan (2022) Predict the Prices of Airfares In India. Masters thesis, Dublin, National College of Ireland.
Lal, Vishan, Stynes, Paul and Muntean, Cristina Hava (2023) An Investigation into Predicting Flight Fares in India Using Machine Learning Models. In: Deep-BDB 2023: The 4th Joint International Conference on Deep Learning, Big Data and Blockchain (DBB 2023). Lecture Notes in Networks and Systems, 768 . Springer, Cham, pp. 106-118.
Lambhate, Atul Vasant (2022) Sentiment Analysis of Spam Reviews Using Bert-Large with SoftMax Classifier. Masters thesis, Dublin, National College of Ireland.
Langute, Sachin Pralhad (2022) Facial Emotion Recognition using Deep Convolutional Neural Network. Masters thesis, Dublin, National College of Ireland.
Leonel do Nascimento, Tiago (2022) A Comparative Study of Pixel Values and Landmark Detection Features to Solve for Facial Emotion Recognition. Masters thesis, Dublin, National College of Ireland.
Li, Peng, Han, Lirong, Tao, Xuanwen, Zhang, Xiaoyu, Grecos, Christos, Plaza, Antonio and Ren, Peng (2020) Hashing Nets for Hashing: A Quantized Deep Learning to Hash Framework for Remote Sensing Image Retrieval. IEEE Transactions on Geoscience and Remote Sensing, 58 (10). pp. 7331-7345. ISSN 1558-0644
Loganathan, Ramanan (2023) Forecasting the Sector wise Gross Domestic Product of India. Masters thesis, Dublin, National College of Ireland.
Lopes, Jorden Anthon (2022) Empirical Study and Forecasting Tesla Stock prices using Sentiment analysis and deep learning methods. Masters thesis, Dublin, National College of Ireland.
MacNamara, Tom (2022) An Assessment of Classification Approaches in Identifying Martian Geological Features. Masters thesis, Dublin, National College of Ireland.
Mahajan, Archana Uday (2022) Fraudulent News Detection on Social Media. Masters thesis, Dublin, National College of Ireland.
Mahajan, Dnyaneshwari Sudhir (2023) Generating MRI images using style transfer learning. Masters thesis, Dublin, National College of Ireland.
Mahajan, Prachi, Stynes, Paul and Muntean, Cristina Hava (2024) Proactive Management of Delays in the French Railway Network: A Seasonal Machine Learning Based Approach. In: The 2024 World Congress in Computer Science, Computer Engineering, and Applied Computing. American Council on Science and Education, Las Vegas, USA.
Malaichamy, Gayathri (2023) Online Job Posting Authenticity Prediction using Machine and Deep Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Malaichamy, Gayathri, Muntean, Cristina Hava and Simiscuka, Anderson Augusto (2024) Online Job Posting Authenticity Prediction with Machine and Deep Learning: Performance Comparison Between N-Gram and TF-IDF. In: Deep Learning Theory and Applications. Communications in Computer and Information Science (2171). Springer, Cham, pp. 143-162. ISBN 978-3-031-66694-0
Malik, Monika (2022) Sign Language Detection using Deep Learning Architecture in Cloud computing Environment. Masters thesis, Dublin, National College of Ireland.
Manjunath, Sudhir Clinton (2023) Predicting Stroke at Adulthood Using Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Manoharan Susila, Pradeep (2022) Effective Use Of Mlops In Music Recommendation System. Masters thesis, Dublin, National College of Ireland.
Manore, Kshitija Kiran (2022) Text Summarization of Customer Food Reviews Using Deep Learning Approach. Masters thesis, Dublin, National College of Ireland.
Marigowda, Chethan (2022) A Novel Hybrid Machine Learning Framework to Recommend E-Commerce Products. Masters thesis, Dublin, National College of Ireland.
Marigowda, Chethan, Moldovan, Arghir-Nicolae, Siddig, Abubakr, Muntean, Cristina Hava, Pathak, Pramod and Stynes, Paul (2023) A Novel Hybrid Machine Learning Framework to Recommend E-Commerce Products. In: 5th International Conference on Information Technology and Computer Communications (ITCC 2023). ACM, Tianjin, China.
Masina, Harsha Vardhan (2022) An Approach to Detect Stegomalware in an Image using Machine Learning. Masters thesis, Dublin, National College of Ireland.
Mastamardi, Prajwal Shivalingappa (2021) Anomaly identification in chest radiography. Masters thesis, Dublin, National College of Ireland.
Mata, Prateek (2023) Classifying Land Cover of Ireland From Satellite Imagery using Deep Learning and Transfer Learning. Masters thesis, Dublin, National College of Ireland.
Mathur, Utkarsh (2022) A Content Based Recommender System for Medicine using Machine Learning Algorithm. Masters thesis, Dublin, National College of Ireland.
Meena, Nishant (2023) Investigating the validity of FPL data in determining player performance and the most impactful players in the English Premier League teams. Masters thesis, Dublin, National College of Ireland.
Meher, Saurabh (2021) Evaluation and Mitigation of Ransomware using Machine Learning. Masters thesis, Dublin, National College of Ireland.
Mehta, Rutuja Dinesh (2022) Hyperparameter Tuning for the Prediction of Customer Revenue. Masters thesis, Dublin, National College of Ireland.
Mehwish, Husna (2023) Smart Search Over Encrypted Cloud Multimedia Data By using Machine Learning. Masters thesis, Dublin, National College of Ireland.
Menon, Akshay (2023) A Machine Learning Framework for Shuttlecock Tracking and Player Service Fault Detection. Masters thesis, Dublin, National College of Ireland.
Menon, Akshay, Siddig, Abubakr, Muntean, Cristina Hava, Pathak, Pramod, Jilani, Musfira and Stynes, Paul (2023) A Machine Learning Framework for Shuttlecock Tracking and Player Service Fault Detection. In: DeLTA 2023: Deep Learning Theory and Applications. Communications in Computer and Information Science . Springer, Cham, pp. 71-83.
Mhaske, Nihar Devidas (2022) House Price Prediction using Genetic algorithms and Tree-based methods for feature selection: The case of House Pricing in King County, USA. Masters thesis, Dublin, National College of Ireland.
Migrova, Maria (2023) Optimising Data Collection Process in Autonomous Driving Industry Using Machine Learning. Masters thesis, Dublin, National College of Ireland.
Miller, Chris (2023) Detection of Non-Contemporaneous Activity in an Electronic System Using Unsupervised Machine Learning. Masters thesis, Dublin, National College of Ireland.
Min, Junghyun (2023) Ensemble Stacking and Optimisation For Annual Revenue Prediction of Individual Airbnb Hosting: Italy. Masters thesis, Dublin, National College of Ireland.
Minz, Abhishek (2023) U-Net with Dilated Convolutions and Channel Attention for Cell Segmentation. Masters thesis, Dublin, National College of Ireland.
Mirg, Vani (2022) Prediction of Property Prices of Dublin Housing Market using Ensemble Learning. Masters thesis, Dublin, National College of Ireland.
Mitra, Arpita (2023) Monkeypox Disease Detection using Deep Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Mittal, Manish Kumar (2022) Customer Churn Analysis in Telecom Using Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Mohamed Ali, Zainab Maqsud Ghulam Hussain (2023) A Comparative study between Traditional Machine Learning and Deep Learning Models to classify Rice Types. Masters thesis, Dublin, National College of Ireland.
Mohammed, Javed (2022) Prediction of Steering Angle of vehicle using Deep Learning Models. Masters thesis, Dublin, National College of Ireland.
Mohan, Sharan (2023) Detection of Pneumonia using Resnet Models. Masters thesis, Dublin, National College of Ireland.
Mohanraj, Prithiviraj (2023) Evaluating the Robustness of YOLOv5 and YOLOv7 in ASL Detection Across Diverse Lighting Conditions. Masters thesis, Dublin, National College of Ireland.
Mohire, Soham Padmakar (2022) A Machine Learning Based Comparative Analysis of Accident Severity Prediction Mechanism in USA. Masters thesis, Dublin, National College of Ireland.
Mohite, Shivraj Prithviraj (2023) Classification of PII and Non PII files using Machine learning (NER) for Data loss Prevention. Masters thesis, Dublin, National College of Ireland.
Moody, Conor (2023) Using Machine Learning Techniques for optimizing Research and Development in Irish Businesses. Masters thesis, Dublin, National College of Ireland.
Moosa, Muhammad Aashiq (2023) Detecting and Analysis of DDoS Attack using a Collaborative Network Monitoring Stack. Masters thesis, Dublin, National College of Ireland.
Mukherjee, Aditya (2022) Developing Bengali Text Summarization with Transformer Base model. Masters thesis, Dublin, National College of Ireland.
Mukherjee, Sneham (2022) Detecting Ships from Satellite Images using Deep Learning Technique. Masters thesis, Dublin, National College of Ireland.
Mukhopadhyay, Venkatesh (2022) Semantic Crop Segmentation Using Deep Leaning Technique. Masters thesis, Dublin, National College of Ireland.
Multani, Prabhjeet Singh (2022) Intrusion Detection System for Industrial Control Systems using Classification Techniques. Masters thesis, Dublin, National College of Ireland.
Murali, Saikrishnan (2022) Navigation System To Avoid Accident Prone Areas Using Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Murphy, Daniel (2022) Enhancing Martian Surface Evaluations by Applying Multi-Task Machine Learning Algorithms to Satellite Images. Masters thesis, Dublin, National College of Ireland.
Murugappan, Murugappan (2022) Football Player Selection Based on Positions and Skills Using Ensemble Machine Learning and Similarity Measure Techniques. Masters thesis, Dublin, National College of Ireland.
Muttepawar, Atharva (2021) Detecting Distributed Denial of Service attack using ensemble learning. Masters thesis, Dublin, National College of Ireland.
Myneni, Jyothirmai (2023) Revolutionizing Demand Sales Forecasting: A Novel Approach through Ensemble of Statistical Time Series and Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Mysore Dayananda, Prithvi (2022) A Comparative Analysis for Trash image classification using Deep Learning. Masters thesis, Dublin, National College of Ireland.
Nakid, Safvaan Shadab (2021) Evaluation and detection of cybercriminal attack type using machine learning. Masters thesis, Dublin, National College of Ireland.
Nanthakumar, Adithiyan (2023) Machine Learning Based Load Balancing Algorithm For Efficient Power Consumption And Reduced Carbon Emission In Cloud Computing Environment. Masters thesis, Dublin, National College of Ireland.
Nayak, Soumya (2023) Classification of Melanoma Skin Cancer from Melanocyte Cell Images using Transfer Learning Techniques. Masters thesis, Dublin, National College of Ireland.
O Beirne, Carl (2020) Analysis of Dublin Fire Brigade and FDNY Ambulance Responses. Undergraduate thesis, Dublin, National College of Ireland.
O'Brien, Michael (2023) Evaluate the use of Supervised Machine Learning Algorithms in the detection of phishing attacks. Masters thesis, Dublin, National College of Ireland.
O'Donohoe, Bryan (2022) Relation Extraction using Using Natural Language Processing and Deep Learning Techniques. Masters thesis, Dublin, National College of Ireland.
O'Donovan, Jordan (2023) Mimicking the Actions of a Support Employee Using Machine Learning: Data Science Report. Undergraduate thesis, Dublin, National College of Ireland.
O'Hanlon, Emma (2022) Using Supervised Machine Learning to Predict the Final Rankings of the 2021 Formula One Championship. Masters thesis, Dublin, National College of Ireland.
Obafemi, Akinwale Sunday (2022) A Predictive Model for Predicting Blood Pressure Levels Using Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Obetta, Simon Onyebuchi (2022) Detection of DDoS attacks in the IoT devices Using Machine Learning Models on Urban IoT Dataset. Masters thesis, Dublin, National College of Ireland.
Oduntan, Ifeoma (2022) Analysis of Microscopic Blood Images in Sickle Cell Classification Using Deep Learning Algorithm. Masters thesis, Dublin, National College of Ireland.
Ogunbanjo, Olamide Eniola (2023) Implementation of machine learning algorithms for advanced persistent threat detection and response. Masters thesis, Dublin, National College of Ireland.
Omoworare, Boluwatife Joseph (2021) Feature Selection and Machine Learning Algorithms for an Improved Credit Card Fraud Detection System. Masters thesis, Dublin, National College of Ireland.
Pal, Aditya Raju (2022) Classification of pest-infested citrus leaf images using MobileNet V2 + LSTM based hybrid model. Masters thesis, Dublin, National College of Ireland.
Pandharpote, Shubham Prashant (2021) Detecting Malware Based on Portable Executable Analysis. Masters thesis, Dublin, National College of Ireland.
Pannala, Vinay Reddy (2022) Detection Healthcare Frauds in Insurance Industry by Healthcare Service Providers. Masters thesis, Dublin, National College of Ireland.
Pant, Yashvardhan (2022) Malware Detection in Executable files using XGBoost Algorithm. Masters thesis, Dublin, National College of Ireland.
Papaiah, Jonah Abhijit (2022) Enhancing the Classification Accuracy of Intrusion Detection system using Auto-encoder Algorithm. Masters thesis, Dublin, National College of Ireland.
Paranjape, Tanmay Shrikant (2022) The Sentiment analysis of Movie reviews using the Transfer Learning approach. Masters thesis, Dublin, National College of Ireland.
Parapurath Govindarajan, Akash (2022) Masked Face Recognition using Deep Learning and MlOps. Masters thesis, Dublin, National College of Ireland.
Parihar, Harshit (2023) Suggesting New Restaurants To Visit Using Content Based Recommender System. Masters thesis, Dublin, National College of Ireland.
Paruthipattu, Sruthi Prabakaran (2021) Demand Forecasting based on External Factors using Clustering and Machine learning. Masters thesis, Dublin, National College of Ireland.
Patel, Harsh Dharmendra (2023) A Hybrid IDS using Machine Learning and Semantic Rules for Modern Power Systems to Detect Cyber-Attacks. Masters thesis, Dublin, National College of Ireland.
Patil, Sayali Sudhakar (2022) Plant Disease Detection on Wheat Plant using Deep Learning. Masters thesis, Dublin, National College of Ireland.
Patil, Shubham Prashant (2022) Security Vulnerability Detection with Enhanced Privacy Preservation for Edge Computing Using Hybrid Machine Learning Approach. Masters thesis, Dublin, National College of Ireland.
Patwardhan, Vishal Gajanan (2022) Speech to Visualization using Transformer based Deep Learning Model. Masters thesis, Dublin, National College of Ireland.
Payyapilly Jonny, Jomol (2023) Applying Deep Learning Techniques for Alzheimer’s disease Classification: A Comparative study. Masters thesis, Dublin, National College of Ireland.
Pednekar, Tejaswi Sharad (2022) Detection of DNS over HTTPS Tunneling using Random Forest Supervised Learning. Masters thesis, Dublin, National College of Ireland.
Peter, Jackson (2022) Improving the Auto scaling mechanism in Cloud computing environment using Support Vector regression and Bi-LSTM. Masters thesis, Dublin, National College of Ireland.
Pibowei, Oyindeinbofa (2022) Distributed Intrusion Detection System for Cloud Environments Using Deep Learning Machine Algorithms. Masters thesis, Dublin, National College of Ireland.
Pilankar, Yash (2022) Human Rights Violation Detection on Social Media. Masters thesis, Dublin, National College of Ireland.
Piralkar, Aniket (2022) A Deep Learning Framework to Traffic Sign Recognition in All Weather Conditions. Masters thesis, Dublin, National College of Ireland.
Polam, Mysura Reddy (2022) Sales and Logistics Analysis in E-Commerce using Machine Learning Models:UK. Masters thesis, Dublin, National College of Ireland.
Ponnada, Vishnu Vardhan (2023) Efficient Intrusion Detection system in Cloud Computing environment using Deep Learning Algorithms. Masters thesis, Dublin, National College of Ireland.
Poonawala, Taher Abbas (2023) Using Self-Supervised Learning Models to Predict Invasive Ductal Carcinoma from Histopathological Images. Masters thesis, Dublin, National College of Ireland.
Pote, Suchal Suhas (2022) Waste Classification by Using Deep Learning and Transfer Learning. Masters thesis, Dublin, National College of Ireland.
Prabhakar, Keerthi (2021) A Proactive Approach to Predict Phishing Websites. Masters thesis, Dublin, National College of Ireland.
Praveen, Sruthi (2023) Cloud-Optimized Fusion of Time Series and Machine Learning Models for Enhanced Real-Time Forecasting. Masters thesis, Dublin, National College of Ireland.
Pulikkottil Thambi, Abeen (2023) Factors Influence Customer Satisfaction of International Remittances / International Money Transfers Services Using Ensemble Machine Learning. Masters thesis, Dublin, National College of Ireland.
Pusapati, Pranavi (2022) Loan Under writing prediction using Deep learning techniques. Masters thesis, Dublin, National College of Ireland.
Raj, Aditya (2022) Deciphering the Augmentation of Classification Models in Predicting Employee Attrition. Masters thesis, Dublin, National College of Ireland.
Rajani, Janvi Rajesh (2022) Taxi Trip Time and Trajectory Prediction Using Machine Learning. Masters thesis, Dublin, National College of Ireland.
Rajasekar, Ramyaa (2023) Classification of Cancer Gene Variants Stages using Ensemble and Deep Learning Approaches. Masters thesis, Dublin, National College of Ireland.
Rajpara, Khushbu Mukeshbhai (2021) Single Image Super Resolution Using Multiple Deep Convolution Neural Network. Masters thesis, Dublin, National College of Ireland.
Rajput, Aryan (2022) Demand Forecasting For Wholesale Store Using Deep Learning Methods. Masters thesis, Dublin, National College of Ireland.
Raju, Krishnanunni (2022) Exercise detection and tracking using MediaPipe BlazePose and Spatial-Temporal Graph Convolutional Neural Network. Masters thesis, Dublin, National College of Ireland.
Ramesh Babu, Suba Sri (2022) Sentiment Analysis In Tamil Language Using Hybrid Deep Learning Approach. Masters thesis, Dublin, National College of Ireland.
Ramesha, Keerti (2023) Adaptive Cloud Access Security Broker. Masters thesis, Dublin, National College of Ireland.
Ramu, Pramod (2022) Deep Learning-Based Anime and Movie Recommendation System. Masters thesis, Dublin, National College of Ireland.
Rangarajan, Rajalakshmi (2023) Attendance System in Third -Level Irish Institutions and Colleges Using Face Recognition Approach. Masters thesis, Dublin, National College of Ireland.
Rathi, Ankit (2020) Deep learning apporach for image captioning in Hindi language. In: 2020 International Conference on Computer, Electrical & Communication Engineering (ICCECE). IEEE, Kolkata, India, pp. 1-8. ISBN 978-172814475-7
Rathore, Sandhya (2021) Detection of Web-based Phishing URL using Machine Learning, Whitelist and Blacklist approach. Masters thesis, Dublin, National College of Ireland.
Ravikumaraiah, Mohith Srivathsa (2022) Enhanced Auto-scaling by using Dynamic scaling policy with Deep learning :LSTM. Masters thesis, Dublin, National College of Ireland.
Rawat, Preeti (2022) Workload prediction for cloud services by using a hybrid neural network model. Masters thesis, Dublin, National College of Ireland.
Rehman, Laiba (2022) Human Activity Recognition using Deep Learning Approach. Masters thesis, Dublin, National College of Ireland.
Rokade, Yogesh Ravindra (2022) An Approach to Identify and Classify Banana leaf pests using Machine Learning and Deep Learning Neural Networks. Masters thesis, Dublin, National College of Ireland.
Said, Aishwarya Ishwar (2022) Detect Foliar Disease in Apple Trees using Deep Learning. Masters thesis, Dublin, National College of Ireland.
Said, Mayur Ishwar (2023) Detection of Unauthorised Person in a Restricted Place using Deep Learning Algorithms. Masters thesis, Dublin, National College of Ireland.
Salas Segura, Gabriel (2023) Travel Smart Plus: Software Requirements Specification. Undergraduate thesis, Dublin, National College of Ireland.
Salekar, Shweta Anil (2023) Analysis of Gender Parity at Workplaces in Non-Urban Parts of India. Masters thesis, Dublin, National College of Ireland.
Salvi, Nikhil Sagarendra (2022) Critical Analysis on Flight Cancellations and Predictive Analysis on Flight Delays using Automated Machine Learning. Masters thesis, Dublin, National College of Ireland.
Samynathan, Sarath Kumar (2022) ICD-10 Code Prediction using Machine Learning. Masters thesis, Dublin, National College of Ireland.
Sanaullah Shariff, Zahra Fathima (2022) Product Matching for E-commerce Platform based on Text and Image Similarity using Deep Neural Network Architecture. Masters thesis, Dublin, National College of Ireland.
Sane, Rahul Manikrao (2022) Identification and Detection of Skin Cancer Using Deep Learning. Masters thesis, Dublin, National College of Ireland.
Sarkar, Arkoprovo (2023) Identification and Selection of Rising Performers in T20 Cricket Using Machine Learning Algorithms. Masters thesis, Dublin, National College of Ireland.
Sathe, Raunak Milind (2022) Impact of Missing Data on Audio Genre Classification using Convolutional Neural Network. Masters thesis, Dublin, National College of Ireland.
Satheesh Kumar, Rohith (2022) Intrusion Detection of Kernal-Rootkits in Android Devices using Machine Learning– Random Forest. Masters thesis, Dublin, National College of Ireland.
Sathiadhas Puvaneswari, Nithya (2022) Detection of Polycystic Ovarian Syndrome using Convolutional Neural Network in conjunction with Transfer Learning Models. Masters thesis, Dublin, National College of Ireland.
Sawant, Hardik Sudhir (2023) Enhancing Digital Image Forensics in Cybersecurity Using Machine Learning. Masters thesis, Dublin, National College of Ireland.
Sawant, Mamta Sanjay (2021) Comparative Analysis of Supervised Machine Learning Models for Phishing Detection. Masters thesis, Dublin, National College of Ireland.
Sawant, Nehal Deepak (2022) Brain Tumor Detection using Deep Learning Models. Masters thesis, Dublin, National College of Ireland.
Sawant, Vaibhav Subhash (2022) Prediction of Customer Lifetime Value and Fraud Detection in BFSI using Machine Learning. Masters thesis, Dublin, National College of Ireland.
Sayar, Akshay Dilip (2022) Machine Learning Framework for predicting Empathy using Eye tracking and Pupil Dilation. Masters thesis, Dublin, National College of Ireland.
Scott, Alexandra Oluwaseun Olaitan (2023) Exploring the Application of Neural Network with Back Propagation in Detecting Fraudulent Transactions within the Ethereum Network. Masters thesis, Dublin, National College of Ireland.
Sebastian, Tijo (2023) Comparing Machine Learning Models for Predicting the Global Internet Usage. Masters thesis, Dublin, National College of Ireland.
Sebastian Varghese, Aiswarian (2022) An Efficient Deep Neural Network For Traffic Sign Classification in Autonomous Vehicles. Masters thesis, Dublin, National College of Ireland.
Selvam, Sankaran (2023) Collaborative approach of Detection of DDOS attack on SDN Networks. Masters thesis, Dublin, National College of Ireland.
Shah, Dhruv Vimal (2023) Prediction of Accident Severity Using Machine Learning Algorithms. Masters thesis, Dublin, National College of Ireland.
Shahid, Abdul, Diamond, Danny, McDermott, James and d'Aquin, Mathieu (2023) Ensemble Machine Learning Models for Root Note Detection in Irish Instrumental Dance Music. In: 31st Irish Conference on Artificial Intelligence and Cognitive Science. Atlantic Technological University, Letterkenny, Donegal.
Shaik, Mobeen (2021) Sentimental Analysis on the pharmaceutical drug reviews with Deep Learning and comparative study with ML algorithms. Masters thesis, Dublin, National College of Ireland.
Shaikh, Ruksar, Muntean, Cristina Hava and Gupta, Shaguna (2024) Prediction of Resource Utilisation in Cloud Computing Using Machine Learning. In: Proceedings of the 14th International Conference on Cloud Computing and Services Science - CLOSER. SciTePress, Angers, France, pp. 103-114. ISBN 978-989-758-701-6
Shajan, Aksa Anna (2021) Intrusion Detection in IoT devices using Zero Bias DNN. Masters thesis, Dublin, National College of Ireland.
Sharma, Komal (2022) Providing Network-Centric Data Security Using Machine Learning and Intrusion Detection. Masters thesis, Dublin, National College of Ireland.
Sharma, Mansi (2023) Identifying Factors Contributing to Lead Conversion Using Machine Learning to Gain Business Insights. Masters thesis, Dublin, National College of Ireland.
Sharma, Nayan (2022) A Machine Learning Framework to identify the Optimal location for Electric Vehicle Charging Stations. Masters thesis, Dublin, National College of Ireland.
Sharma, Nitish (2023) Potential Coffee Production Hot-spots Using Machine Learning Techniques: Nagaland and Manipur, India. Masters thesis, Dublin, National College of Ireland.
Sharma, Saurabh (2022) Efficacy of Deep Learning Model for Plant Disease Classification With Limited Data. Masters thesis, Dublin, National College of Ireland.
Shettihalli Anandreddy, Sri Madhan (2023) Optimizing the Resource Utilization in Cloud Computing Environment with Autoscaling using Machine Learning Methods. Masters thesis, Dublin, National College of Ireland.
Shetty, Aishwarya Ratnakar (2022) Detection of Driver Distraction Using Deep Learning. Masters thesis, Dublin, National College of Ireland.
Shetty, Prathista Santhosh Kumar (2022) A New Offloading Technique Based on Deep Learning for Mobile-Edge Computing. Masters thesis, Dublin, National College of Ireland.
Shetty, Purvi Prabhakar (2021) A Hybrid Feature Selection and Hybrid Prediction Model for Credit Risk Prediction. Masters thesis, Dublin, National College of Ireland.
Shetty, Tarunveer Subhash (2022) Identification and Classification of Industrial Plastic Waste Using Deep Learning Models. Masters thesis, Dublin, National College of Ireland.
Shinde, Aditya Pramod (2022) Multiclass classification of Covid-19, Tb, Pneumonia, and health cases using Deep Learning. Masters thesis, Dublin, National College of Ireland.
Shivabasappa Kumbi, Veeresh (2021) Development Validation and Detection of Covid–19 using chest Radiography. Masters thesis, Dublin, National College of Ireland.
Shringarpure, Darshan Vijay (2023) Vehicle Number Plate Detection and Blurring using Deep Learning. Masters thesis, Dublin, National College of Ireland.
Shrivastava, Vibhash Anil Kumar (2022) Implementation of Cascaded CNN architecture for Fully automated Multiple modalities-based Brain tumour segmentation using selective overlapping patches. Masters thesis, Dublin, National College of Ireland.
Siddique, Zeba Qamaruddin (2022) Child Speech Synthesis using Deep Learning. Masters thesis, Dublin, National College of Ireland.
Singh, Aditya Kumar (2022) Sentiment Analysis of Dota 2 videogame chat in context of Cyber-bullying. Masters thesis, Dublin, National College of Ireland.
Singh, Jatin Rajkumar (2023) Prediction of Power Consumption of Electric Vehicles: A Deep Learning Approach. Masters thesis, Dublin, National College of Ireland.
Singh, Karan veer (2022) Identifying the Social distancing from Video Surveillance Cameras using Deep Learning Architectures. Masters thesis, Dublin, National College of Ireland.
Singh, Kumar Parakram (2022) Forecasting the air pollution in New Delhi using deep Learning methodology with Covid-19 lockdown focus. Masters thesis, Dublin, National College of Ireland.
Singh, Pooja (2022) Predicting CO2 Emission from Power Industry using Machine Learning. Masters thesis, Dublin, National College of Ireland.
Singh, Sumit (2022) A Deep Learning Model for Irish English and Hindi Language Identification. Masters thesis, Dublin, National College of Ireland.
Singh Doliya, Laxman (2022) Application of Graph Theory on Dublin Airport Management. Masters thesis, Dublin, National College of Ireland.
Skariah, Ronu (2022) Effective Image-Based Parking Occupancy Detection using Masked Region Based Convolutional Neural Network. Masters thesis, Dublin, National College of Ireland.
Smyth, Gavin (2022) Can Semi Supervised Feature Selection improve Ransomware Detection. Masters thesis, Dublin, National College of Ireland.
Somanna, Harshitha Poolakanda, Stynes, Paul and Muntean, Cristina Hava (2024) A Deep Learning-Based Plant Disease Detection and Classification for Arabica Coffee Leaves. In: Deep Learning Theory and Applications. Communications in Computer and Information Science (2171). Springer, Cham, pp. 19-37. ISBN 978-3-031-66694-0
Sonawane, Raj Shrikant (2023) Skin-Cancer Classification Using Deep Learning with DenseNet and VGG with Streamlit-Framework Implementation. Masters thesis, Dublin, National College of Ireland.
Sonkusare, Rakhi Ashok (2021) AppleCaps: A Capsule Model for Classification of Foliar Diseases in Apple Leaves. Masters thesis, Dublin, National College of Ireland.
Sonu, Sanket (2022) Identifying Emotions for Code Mixed Hindi–English Tweets. Masters thesis, Dublin, National College of Ireland.
Spinsante, Susanna, Poli, Angelica, Batalla, Jordi Mongay, Krawiec, Piotr, Dobre, Ciprian, Bajenaru, Lidia, Mavromoustakis, Constandinos X., Constantinou, Costas S., Molan, Gregor, Herghelegiu, Anna Marie, Prada, Gabriel Ioan, Draghici, Rozeta and González-Vélez, Horacio (2023) Clinically-validated technologies for assisted living. Journal of Ambient Intelligence and Humanized Computing, 14 (3). pp. 2095-2116. ISSN 1868-5145
Srinath, Sonal (2022) Forecasting of Hospital Outpatient Waiting Lists in Ireland using Time-Series and Machine Learning. Masters thesis, Dublin, National College of Ireland.
Stack, Catherine Patsy (2023) A critical analysis of machine learning algorithms for detecting Distributed Denial of Service attacks. Masters thesis, Dublin, National College of Ireland.
Staravoitau, Siarhei (2022) Efficiency of Machine Learning Cloud-Based Services vs Traditional Methods in Stock Prices Prediction. Masters thesis, Dublin, National College of Ireland.
Subhan, Fazal E., Yaqoob, Abid, Muntean, Cristina Hava and Muntean, Gabriel-Miro (2024) EDQD: An Edge-Driven Multi-Agent DRL Solution for Improving Joint QoE in DASH-based Rich Media Content Delivery. In: 2024 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB). IEEE, Toronto, ON, Canada, pp. 1-7. ISBN 979-8-3503-6426-2
Sud, Sanket (2022) Machine Learning Approach For Predicting The SQL Query Resource Usage. Masters thesis, Dublin, National College of Ireland.
SundaraPandiyan, Abinaya (2023) Diagnosis and Classification of Mental Disorders using Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Sunney, Jothika (2022) Real-Time Yoga Pose Detection using Machine Learning Algorithm. Masters thesis, Dublin, National College of Ireland.
Sunney, Jothika, Jilani, Musfira, Pathak, Pramod and Stynes, Paul (2023) A Real-time Machine Learning Framework for Smart Home-based Yoga Teaching System. In: 7th International Conference on Machine Vision and Information Technology (CMVIT). IEEE Computer Society, Xiamen, China, pp. 107-114.
Suresh Babu, Ashwin (2023) Detecting Drowsiness in Drivers using Approaches based on Machine Learning Methodologies. Masters thesis, Dublin, National College of Ireland.
Surve, Vrushali Atul (2021) An Image-based Transfer Learning Framework for Classification of E-Commerce Products. Masters thesis, Dublin, National College of Ireland.
Tanga, Samuel Biwei (2021) A Deep Learning Approach to Vehicle Make and Model Recognition with Specification Matching. Masters thesis, Dublin, National College of Ireland.
Tavares de Sá, Felipe (2022) Detection of De-authentication attack in IEEE 802.11 Networks: A Machine Learning Strategy. Masters thesis, Dublin, National College of Ireland.
Teotia, Mohit (2022) Prediction of Cervical Cancer using Deep Learning. Masters thesis, Dublin, National College of Ireland.
Tevaramani, Siddharud (2023) Skin Cancer Classification Using Convolution Neural Network and Meta Learning. Masters thesis, Dublin, National College of Ireland.
Thakur, Shivam (2023) Malware Detection Using a Novel Ensemble Machine Learning Technique. Masters thesis, Dublin, National College of Ireland.
Thombre, Shrikant Umakant (2022) Network-based Intrusion Detection System for Preventing the Cloud Computing Environment from Cyber-Attacks using Deep Learning Algorithms. Masters thesis, Dublin, National College of Ireland.
Tikone, Minakshi Goraksh (2022) Classification Of Ovarian Tumor Using Histopathological Images. Masters thesis, Dublin, National College of Ireland.
Tomar, Vikalp Singh (2022) A critical evaluation of activation functions for autoencoder neural networks. Masters thesis, Dublin, National College of Ireland.
Udogwu, Chinedu Timothy (2021) Ensemble Classification Method for Email Spam Prediction. Masters thesis, Dublin, National College of Ireland.
Vaidya, Nikhil (2022) A Comparative Study To Classify Malignant Skin Lesion Using Mask-RCNN. Masters thesis, Dublin, National College of Ireland.
Vaidya, Tushar Sanjaykumar (2023) Identifying inappropriate access points using machine learning algorithms RandomForest and KNN. Masters thesis, Dublin, National College of Ireland.
Vajpeyee, Amit (2023) Deep Learning for Image Caption Generation for the Visually Impaired. Masters thesis, Dublin, National College of Ireland.
Veeranam Shanmugam, Sririshi (2022) Botnet Detection in IoT Devices using Gradient and Ada Boosting Algorithm. Masters thesis, Dublin, National College of Ireland.
Velishetty, Nagaraju (2023) Personal Identifiable Information (PII) Detection and Identification for Fintech with AI and Text Analytics. Masters thesis, Dublin, National College of Ireland.
Venugopal, Srivathsav (2022) A Study over Supervised and Unsupervised learning in predicting the impact of bird strike in Aviation Industry. Masters thesis, Dublin, National College of Ireland.
Venugopal Palakkath, Vishnu (2022) Few Shot Learning Approach to Online Malayalam Handwritten Character Recognition. Masters thesis, Dublin, National College of Ireland.
Verma, Shreya (2022) Classification of Spoofing Attack Detection using Deep Learning Algorithms. Masters thesis, Dublin, National College of Ireland.
Verma, Suman (2023) Detection of Phishing in Mobile Instant Messaging using Natural Language Processing and Machine Learning. Masters thesis, Dublin, National College of Ireland.
Verma, Sumit (2022) Offloading the Computational Overhead of AI-application to the edge devices for face mask detection using Hybrid Computing Framework. Masters thesis, Dublin, National College of Ireland.
Vijayaraghavan, Uppiliappan (2022) Detection and Revelation of Multiple Ocular Diseases using Transfer Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Vinayagamurthy, Santhosh (2022) Utilizing the Transformer models for Analysing Deceptive Reviews and Aspects of the reviews. Masters thesis, Dublin, National College of Ireland.
Vongchalerm, Laksana (2022) Analysis of predicting the success of the banking telemarketing campaigns by using machine learning techniques. Masters thesis, Dublin, National College of Ireland.
Wang, Bingwei (2022) Smart Synthetic Data as Solution to the Limitations of Conventional Anonymization Means in Big Data. Masters thesis, Dublin, National College of Ireland.
Ward, Michael (2022) Automated Detection of Semi-Conductor Wafer Map Defects Using Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Whelan, Stephanie (2022) Predicting River Water Quality Parameters using Supervised Machine Learning Techniques: UK. Masters thesis, Dublin, National College of Ireland.
Winston, Albert (2022) Assessment Methodology for Credit Models to Meet European Regulatory Expectations. Masters thesis, Dublin, National College of Ireland.
Yadav, Vipin (2022) Sentiment Analysis of Customer Reviews on Amazon Electronics Product: Natural Language Processing Approach and Machine Learning. Masters thesis, Dublin, National College of Ireland.
Yamah, Hanson Shonibare (2022) Detecting Spear-phishing Attacks using Machine Learning. Masters thesis, Dublin, National College of Ireland.
Yang, Tsai Shih (2022) Recognition and Classification of Knee Osteoporosis and Osteoarthritis Severity using Deep Learning Techniques. Masters thesis, Dublin, National College of Ireland.
Yarlagadda, Mounika (2022) Identifying Fake Product Reviews. Masters thesis, Dublin, National College of Ireland.
Yeramwar, Saurabh Shantkumar (2022) Pre-processing Techniques for Optimizing Association Rule Mining Algorithms. Masters thesis, Dublin, National College of Ireland.
Yesudas, Antony (2022) A Machine Learning Framework to Predict Depression, Anxiety and Stress. Masters thesis, Dublin, National College of Ireland.
Yuganathan, Manoj Kumar (2022) Food Image Recognition and Calorie Estimation Using Object Detection Algorithms. Masters thesis, Dublin, National College of Ireland.
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