Items where Division is "Master of Science in Data Analytics" and Year is 2020

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-, Palak (2020) Creation of Mnemonics for Hindi alphabets using CNN and Autoencoders. Masters thesis, Dublin, National College of Ireland.

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Abdullahi-Attah, Adebola (2020) A Novel Feature Selection Based Ensemble Approach to Bankruptcy Detection. Masters thesis, Dublin, National College of Ireland.

Addya, Sufal (2020) Extractive text summarization of image extracted text. Masters thesis, Dublin, National College of Ireland.

Adebiyi, Sodiq (2020) An Emotion Based Music Recommender System Using Deep Learning. Masters thesis, Dublin, National College of Ireland.

Adebo, Adelola (2020) A Natural Language Processing Approach to a Skincare Recommendation Engine. Masters thesis, Dublin, National College of Ireland.

Adedokun, Salam Adekunle (2020) Housing Price Prediction and Classification Based on Crime Occurrence using Machine Learning Algorithms: Ireland. Masters thesis, Dublin, National College of Ireland.

Adekola, Emmanuel (2020) Infectious Disease Surveillance with GLEPI: A Natural Language Processing and Deep Learning System. Masters thesis, Dublin, National College of Ireland.

Agughalam, Davis Munachimso (2020) Bidirectional LSTM approach to image captioning with scene features. Masters thesis, Dublin, National College of Ireland.

Anuforo, Kenneth (2020) Temperature Estimation in Permanent Magnet Synchronous Motor (PMSM) Components using Machine Learning. Masters thesis, Dublin, National College of Ireland.

Anvekar, Srinivas Prakash (2020) Classification of Online Patient Reviews Based on Effectiveness Using Machine Learning Algorithms. Masters thesis, Dublin, National College of Ireland.

Arinze Jude, Ugwuanyi (2020) A predictive Analysis of airline passengers demand between (Eco and Business class) during and post economic recession using machine leaning algorithm. Masters thesis, Dublin, National College of Ireland.

Atanda, Ridwan (2020) Text Summarization of Customer Reviews Using Natural Language Processing. Masters thesis, Dublin, National College of Ireland.

Ayantola, Akeem (2020) Minimizing Credit Risk In Peer-to-Peer Lending Business Using Supervised Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.

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Balasubramanian, Chitra Raghavi (2020) Fall risk monitoring scheme based on human posture estimation using Transfer learning. Masters thesis, Dublin, National College of Ireland.

Bansal, Akansha (2020) Identification and Classification of Defects in Steel Sheets using Deep Learning Models. Masters thesis, Dublin, National College of Ireland.

Behera, Jayanta (2020) Classifying Flood Severity Using Machine Learning. Masters thesis, Dublin, National College of Ireland.

Bell, Fergal (2020) Net-Migration in Relation to Incidence of Cystic Fibrosis in Ireland. Masters thesis, Dublin, National College of Ireland.

Bhardwaj, Bharat (2020) Prediction of Charged-off Loans for P2P Online Banking using Classification Models and Deep Neural Network. Masters thesis, Dublin, National College of Ireland.

Bhatt, Jigar (2020) Using hybrid deep learning and word embedding based approach for advance cyberbullying detection. Masters thesis, Dublin, National College of Ireland.

Bhattacharya, Shreya (2020) Image Compression using Convolutional Autoencoder. Masters thesis, Dublin, National College of Ireland.

Bhujbal, Sahil (2020) Enhancing Image Reconstruction with Prediction model using Deep Convolutional GANs. Masters thesis, Dublin, National College of Ireland.

Bhupati, Alekhya (2020) Transfer Learning for Detection of Diabetic Retinopathy Disease. Masters thesis, Dublin, National College of Ireland.

Bose, Samya (2020) Correlation between Solar Wind Ionic Variation and Earthquake. Masters thesis, Dublin, National College of Ireland.

Browne, Aidan (2020) Fined-Grained Sentiment Analysis of Yelp Reviews Using Deep Learning Models. Masters thesis, Dublin, National College of Ireland.

Burke, Richard (2020) The Significance of External Factors on an Individual's Health Determination. Masters thesis, Dublin, National College of Ireland.

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Chandani, Ankish Kumar (2020) Worldwide differences of Covid-19 on cases and deaths using time series forecasting models. Masters thesis, Dublin, National College of Ireland.

Chandrashekar, Anusha Gorur (2020) A Deep Neural Network Framework for Seismic Image Classification & Analysis. Masters thesis, Dublin, National College of Ireland.

Chaudhari, Ashwini (2020) Forecasting Cryptocurrency Prices using Machine Learning. Masters thesis, Dublin, National College of Ireland.

Chaudhary, Diksha Arvind (2020) Brain Tumor Detection using Multiple Instance Learning Technique. Masters thesis, Dublin, National College of Ireland.

Chekkala, Vijit Laxman (2020) Predictive Maintenance for Fault Diagnosis and Failure Prognosis in Hydraulic System. Masters thesis, Dublin, National College of Ireland.

Chheda, Smit Jagdish (2020) Brain Tumor Segmentation Using Convolutional Neural Network. Masters thesis, Dublin, National College of Ireland.

Chhikara, Vikas (2020) Predictive Aircraft Engine Maintenance. Masters thesis, Dublin, National College of Ireland.

Choudhary, Neeraj (2020) Technology-enhanced Learning Impact Analysis through Categorization and Pattern Recognition by using Clustering Machine Learning Algorithm. Masters thesis, Dublin, National College of Ireland.

Choudhury, Mrinmoy Dutta (2020) Automated Identification of Painters Over WikiArt Image Data Using Machine Learning Algorithms. Masters thesis, Dublin, National College of Ireland.

Chowkkar, Mansi (2020) Breast Cancer Detection from Histopathological Images using Deep Learning and Transfer Learning. Masters thesis, Dublin, National College of Ireland.

Chudasama, Harsh (2020) Forecasting the Novel Coronavirus(COVID-19) using Time Series Model. Masters thesis, Dublin, National College of Ireland.

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Das, Saptarshi (2020) Forecasting the Generation of Wind Power in the Western and Southern Regions of India: Comparative Approach. Masters thesis, Dublin, National College of Ireland.

Dashpute, Pushkar (2020) Identifying Driver Distraction Using Deep Neural Networks. Masters thesis, Dublin, National College of Ireland.

Deenadayal, Harshitha (2020) A Distributed Intrusion Detection System for Computer Networks using Hybrid Model on Apache Spark Framework. Masters thesis, Dublin, National College of Ireland.

Deka, Jaydeep (2020) Image Captioning: Capsule Network vs CNN approach. Masters thesis, Dublin, National College of Ireland.

Deshpande, Shantanu (2020) Corporate Bankruptcy Prediction using Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.

Dingemans, Sean (2020) Application of short text topic modelling techniques to Greta Thunberg discussion on Twitter. Masters thesis, Dublin, National College of Ireland.

Doke, Omkar (2020) Data Mining for Enhancing Silicon Wafer Fabrication. Masters thesis, Dublin, National College of Ireland.

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Edoka, Nelson Omonigho (2020) Crime Incidents Classification Using Supervised Machine Learning Techniques: Chicago. Masters thesis, Dublin, National College of Ireland.

Effiok, Anthony (2020) NiohSign: A Siamese Neural Network Approach for Signature Authentication. Masters thesis, Dublin, National College of Ireland.

Ekundayo, Ibidokun (2020) OPTUNA Optimization Based CNN-LSTM Model for Predicting Electric Power Consumption. Masters thesis, Dublin, National College of Ireland.

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Flannery, Ronan (2020) A Machine Learning Approach to Predicting Gross Domestic Product. Masters thesis, Dublin, National College of Ireland.

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Ghosh, Soumyadip Dipak (2020) Text Classification using Graph Based Learning. Masters thesis, Dublin, National College of Ireland.

Ghosh, Suvrojitmoy (2020) Detection of Diabetic Retinopathy using Deep Learning. Masters thesis, Dublin, National College of Ireland.

Gore, Shane (2020) The Identification of Foot-Strike Patterns and Prediction of Running Related Injuries. Masters thesis, Dublin, National College of Ireland.

Goyal, Vishal Satishbhai (2020) Classification of Melanoma using Transfer Learning and Deep Learning Neural Networks. Masters thesis, Dublin, National College of Ireland.

Gudivada, Manikanta Dinesh (2020) An Implementation of Transfer Learning & Deep Learning Techniques to Detect Tomato Leaf Diseases. Masters thesis, Dublin, National College of Ireland.

Gupta, Garima (2020) Mid Term Forecasting of Solar Power Generation in India: A Statistical Approach. Masters thesis, Dublin, National College of Ireland.

Gupta, Himanshu (2020) Trash Image Classification System using Machine Learning and Deep Learning Algorithms. Masters thesis, Dublin, National College of Ireland.

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Jadhav, Sumit (2020) Lung Cancer Detection Using Classification Algorithms. Masters thesis, Dublin, National College of Ireland.

Jagadale, Rohit (2020) A Novel Approach for Predicting the Tropical Storm Trajectories using Gridbased Recurrent Neural Networks. Masters thesis, Dublin, National College of Ireland.

Jain, Karan (2020) Fashion Outfit Design Image Synthesis Using Comparative Study of Generative Adversarial Networks. Masters thesis, Dublin, National College of Ireland.

Jain, Paras (2020) Liver Disease Detection from CT scan images using Deep Learning and Transfer Learning. Masters thesis, Dublin, National College of Ireland.

Janeja, Lavneet (2020) Identification of Defects in the Fabric using Deep Convolutional Neural Networks. Masters thesis, Dublin, National College of Ireland.

Jayakumar, Adarsh (2020) Detection and Classification of Leaf Diseases in Maize Plant using Machine Learning. Masters thesis, Dublin, National College of Ireland.

Jeevarathinam, Nandhavarman (2020) Detection of Exoplanets System in Kepler Light Curves using Deep learning. Masters thesis, Dublin, National College of Ireland.

Jeremiah, Donovan Michael (2020) Detecting Depression from Speech with Residual Learning. Masters thesis, Dublin, National College of Ireland.

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Kadhane, Abhilash Rajkumar (2020) Face Identification and Face Verification in Spherical Images. Masters thesis, Dublin, National College of Ireland.

Kale, Vishakha Balkrishna (2020) Customer Visit Segmentation Based on Clustering and Association Rules. Masters thesis, Dublin, National College of Ireland.

Kanhere, Samruddhi Shailesh (2020) Clustering Based Approach to Enhance Association Rule Mining. Masters thesis, Dublin, National College of Ireland.

Kathepuri, Shubham (2020) Recognition and Classification of Fruits using Deep Learning Techniques. Masters thesis, Dublin, National College of Ireland.

Kaushik, Kanak (2020) Forecasting and Analysis of COVID-19 Pandemic. Masters thesis, Dublin, National College of Ireland.

Kazi, Naumaan Mohammed Saeed (2020) Using Machine Learning Models to Study Human Error Related Factors in Aviation Accidents and Incidents. Masters thesis, Dublin, National College of Ireland.

Kolekar, Vinayak Vishnu (2020) Prediction of Suspended Particulate Matter Using Machine Learning. Masters thesis, Dublin, National College of Ireland.

Kulkarni, Nikhil (2020) Customer Behaviour Prediction. Masters thesis, Dublin, National College of Ireland.

Kulshrestha, Nipun (2020) Use of Deep Learning methods such as LSTM and GRU in polyphonic music generation. Masters thesis, Dublin, National College of Ireland.

Kumar, Animesh (2020) Brain Age Classification from Brain MRI using ConvCaps Framework. Masters thesis, Dublin, National College of Ireland.

Kumar, Raghav Krishna (2020) Short term forecasting of Agro-products pricing using Multivariate time series analysis. Masters thesis, Dublin, National College of Ireland.

Kumar, Sumeet (2020) Artificial Neural Network for Betting Rate In Football. Masters thesis, Dublin, National College of Ireland.

Kupekar, Raj Ravindra (2020) Conversational Emotion Recognition using Text and Audio Modalities. Masters thesis, Dublin, National College of Ireland.

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Lakshme Gowda, Monisha (2020) Traffic Accidents Prediction Using Ensemble Machine Learning Approach. Masters thesis, Dublin, National College of Ireland.

Lindo, Anyelo (2020) Movie Spoilers Classification Over Online Commentary, Using Bi-LSTM Model With Pre-trained GloVe Embeddings. Masters thesis, Dublin, National College of Ireland.

Liu, Hsin-Liang (2020) Image Completion: Two-Staged Architecture. Masters thesis, Dublin, National College of Ireland.

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Mannion, Niall (2020) Predictions of Changes in Child Immunization Rates Using an Automated Approach: USA. Masters thesis, Dublin, National College of Ireland.

Mehta, Yash (2020) Impact Analysis of Market Sentiments, Gold and Crude oil prices on DOW30 stocks. Masters thesis, Dublin, National College of Ireland.

Mendes, Jonathan (2020) Deep Learning Techniques for Music Genre Classification and Building a Music Recommendation System. Masters thesis, Dublin, National College of Ireland.

Merkaje Ravi, Shreya (2020) Predictive Modelling to Forecast the Crop Yield and Classification of Plant Diseases. Masters thesis, Dublin, National College of Ireland.

Mohammed, Mubeen Ali (2020) Alzheimer Disease Detection and Prognosis from Clinical Data using Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.

Mohan, Martin (2020) Transiting Planet Search in the Kepler Pipeline Using Automated Machine Learning. Masters thesis, Dublin, National College of Ireland.

Mohite, Ninad (2020) Vertebra Segmentation from CT Images Using Volumetric Network (V-Net). Masters thesis, Dublin, National College of Ireland.

Moorthy, Seemanthini Narasimha (2020) Neural Text-to-Text Generation System using Generative Adversarial Network and Monte Carlo Policy Gradient. Masters thesis, Dublin, National College of Ireland.

More, Mrunali (2020) Analyzing the Impact of Multiple Stock Indices in Prediction of US Dollar Index. Masters thesis, Dublin, National College of Ireland.

More, Saylee Vijay (2020) Virtual Garment Imposition using ACGPN. Masters thesis, Dublin, National College of Ireland.

Muralikrishna, Abishek Bangalore (2020) Efficient Detection of Parkinson Disease Using Multiple Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.

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Nagaraje Gowda, Punith Kumar (2020) Performance of Motor Vehicle based on Driving and Vehicle Data using Machine Learning. Masters thesis, Dublin, National College of Ireland.

Namboori, Shreeya (2020) Forecasting Carbon Dioxide Emissions in the United States using Machine Learning. Masters thesis, Dublin, National College of Ireland.

Nandimandalam, Venkata Devaraju (2020) Military and Non-Military Vehicle Detection by Faster R-CNN and SSD300 Models using Transfer Leaning. Masters thesis, Dublin, National College of Ireland.

Nichanian, Stephane (2020) Understanding the Impact of COVID-19 on Electrical Demand. Masters thesis, Dublin, National College of Ireland.

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O'Sullivan, Wakako (2020) Global Warming and Natural Disasters to Global Peace Index. Masters thesis, Dublin, National College of Ireland.

Ogunbiyi, Oyindamola Eniola (2020) House Sale Price Prediction using Feature Engineering Techniques and Ensemble Learning Algorithms. Masters thesis, Dublin, National College of Ireland.

Ora, Anchal (2020) Spam Detection in Short Message Service Using Natural Language Processing and Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.

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Palani, Kamalesh (2020) Identifying At-Risk Students in Virtual Learning Environment using Clustering Techniques. Masters thesis, Dublin, National College of Ireland.

Pandey, Srijan (2020) Classification of Human Age Group by Implementing Deep Learning Models on Audio Data. Masters thesis, Dublin, National College of Ireland.

Panigrahi, Arun (2020) Forecasting Residential Electricity Load Demand using Machine Learning. Masters thesis, Dublin, National College of Ireland.

Patel, Ashish (2020) Understanding the Subjective Aspect of Question Answer. Masters thesis, Dublin, National College of Ireland.

Patil, Tushar (2020) Food Authentication Using Dimensionality Reduction techniques and Ensemble Algorithms on Spectroscopic Datasets. Masters thesis, Dublin, National College of Ireland.

Patro, Bellana Tirupati (2020) Intracranial Hemorrhage Detection using Machine Learning Models. Masters thesis, Dublin, National College of Ireland.

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Rajendran, Krishnachander (2020) Performance optimization on skin lesion image classification using pre-trained models. Masters thesis, Dublin, National College of Ireland.

Ramakrishna, Rajath (2020) Machine Learning Based Approach in Detection and Classification of Tomato Plant Leaf Diseases. Masters thesis, Dublin, National College of Ireland.

Ramesh, Omkar Terdal (2020) Classification Models for Improving Identification of Heart Diseases in Healthcare Industry : Eastern Europe. Masters thesis, Dublin, National College of Ireland.

Ramteke, Manasi (2020) Stock market price prediction using time series models. Masters thesis, Dublin, National College of Ireland.

Rao, Sumanth Bijadi Sridhar (2020) Prediction Stacking for long-term forecasting of the Bombay Stock Exchange Index by leveraging Machine and Deep Learning Models. 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

Rawat, Ashish (2020) Demand prediction in a bike-sharing system using machine learning techniques. Masters thesis, Dublin, National College of Ireland.

Rodrigues, Melwin Francis (2020) Breast Cancer Detection using Deep Learning Techniques. Masters thesis, Dublin, National College of Ireland.

Rouxel, Anaelle (2020) Media Content Analysis of Covid-19 Virus Using Natural Language Processing Techniques. Masters thesis, Dublin, National College of Ireland.

Roy, Shovan (2020) COVID-19 Detection using Deep Learning. Masters thesis, Dublin, National College of Ireland.

Roy Medhi, Bedanga Bikash (2020) Lung Cancer Classification from Histologic Images using Capsule Networks. Masters thesis, Dublin, National College of Ireland.

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Sachdeva, Karan (2020) Predict Beam Normal Irradiation and Global Horizontal Irradiation using Deep learning and Time series Algorithms. Masters thesis, Dublin, National College of Ireland.

Sahoo, Amit (2020) Classification of Wildfire Spread Severity using Machine Learning Algorithm. Masters thesis, Dublin, National College of Ireland.

Saifi, Murtaza (2020) Implementation of Machine Learning Techniques to Predict Player Performance using Underlying Statistics. Masters thesis, Dublin, National College of Ireland.

Sarkar, Simanta (2020) Optimization of Actor Critic Policy in Continuous Action Space. Masters thesis, Dublin, National College of Ireland.

Shah, Nisarg (2020) Predicting Terrorism Attacks with Bitcoin Price Fluctuations using Machine Learning. Masters thesis, Dublin, National College of Ireland.

Shah, Sejal (2020) Automatic Ticket Assignment using Machine Learning and Deep Learning Techniques. Masters thesis, Dublin, National College of Ireland.

Shah, Shrey Sanjay (2020) Developing promotional model using Customer Lifetime Value score to avoid Customer Churns. Masters thesis, Dublin, National College of Ireland.

Shaik, Shahil (2020) OpenPose based Gait Recognition using Triplet Loss Architecture. Masters thesis, Dublin, National College of Ireland.

Shaikh, Muhammad Imran (2020) Top-N Nearest Neighbourhood based Movie Recommendation System using different Recommendation Techniques. Masters thesis, Dublin, National College of Ireland.

Sharma, Aditya (2020) Identification of Pneumothorax in X-ray images using Convolutional neural network. Masters thesis, Dublin, National College of Ireland.

Sharma, Nandita (2020) Optic Disc and Cup Segmentation in Glaucoma Screening using Mask RCNN. Masters thesis, Dublin, National College of Ireland.

Sheikh, Nawaz (2020) Identification and Classification of Wildlife from Camera-Trap Images using Machine Learning and Computer Vision. Masters thesis, Dublin, National College of Ireland.

Shete, Isha (2020) Social Distancing and Face Mask Detection using Deep Learning and Computer Vision. Masters thesis, Dublin, National College of Ireland.

Shetty, Rishika (2020) Detecting Marine Waste and Classifying it into Recyclable and Non-recyclable Using YOLOv3. Masters thesis, Dublin, National College of Ireland.

Shetty, Shrinidhi Chandrashekhar (2020) A Deep Learning Approach for Suicide Risk Assessment using Reddit. Masters thesis, Dublin, National College of Ireland.

Shetty, Simitha (2020) Breast Cancer Analysis and Prognosis Using Machine Learning. Masters thesis, Dublin, National College of Ireland.

Shinde, Tejas Sanjay (2020) Parking availability prediction in the Seattle city using spatio-temporal features. Masters thesis, Dublin, National College of Ireland.

Shukla, Manoj Kumar (2020) Classification of Different Stages of Glaucoma Using Deep Learning Approaches. Masters thesis, Dublin, National College of Ireland.

Shukla, Rashmikant T. (2020) Prediction of Remaining Useful Life (RUL) of Lithium ion (Li-ion) Batteries. Masters thesis, Dublin, National College of Ireland.

Siddha, Shravanee Shekhar (2020) Protein Sequence Classification using Machine Learning and Deep Learning. Masters thesis, Dublin, National College of Ireland.

Singh, Harshpreet (2020) Deepfake Detection Research Project. Masters thesis, Dublin, National College of Ireland.

Srinivasan, Annadurai (2020) Predicting revenue generation in an online retail website using machine learning algorithm. Masters thesis, Dublin, National College of Ireland.

Sun, Jun Jun (2020) Identification and Prediction of Factors Impact America Health Insurance Premium. Masters thesis, Dublin, National College of Ireland.

Suvarna, Naval (2020) Prediction of Mental Health among Twitter users. Masters thesis, Dublin, National College of Ireland.

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Talekar, Ruchira (2020) Classification of Customer Satisfaction for the Development of Hospitality Businesses. Masters thesis, Dublin, National College of Ireland.

Tamer, Jassem Alhaj (2020) Abnormal Foetuses Classification Based on Cardiotocography Recordings Using Machine Learning and Deep Learning Algorithms. Masters thesis, Dublin, National College of Ireland.

Tatiya, Bhagyashree Sanjay (2020) Elsagate Content Classification in Cartoon Videos. Masters thesis, Dublin, National College of Ireland.

Tayade, Harshal Milind (2020) Early Detection of Laryngeal Cancer using Multiple Instance Learning Based Neural Network. Masters thesis, Dublin, National College of Ireland.

Thomas, Terrance (2020) Sepsis Prediction using Machine Learning and Deep Learning Algorithms. Masters thesis, Dublin, National College of Ireland.

Thorat, Prasad Balasaheb (2020) Classification of Sub-type of Lymphoma using Deep Learning. Masters thesis, Dublin, National College of Ireland.

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Vad, Rohit (2020) Weed Detection in Soybean Crops using Regression Analysis and Deep Learning. Masters thesis, Dublin, National College of Ireland.

Vadalia, Dharesh (2020) Early Diagnosis of Parkinson’s Disease Progression. Masters thesis, Dublin, National College of Ireland.

Vatti, Srivenkateswara Rao (2020) Detecting Pests on Tomato Plants using Convolutional Neural Networks. Masters thesis, Dublin, National College of Ireland.

Venkatraman, Sankara Subramanian (2020) Big Data-driven Performance Improvement of Traffic Flow Prediction and Speed Limit Classification using Deep Learning. Masters thesis, Dublin, National College of Ireland.

Verma, Ritu (2020) Network Anomaly Detection using Predictive Analysis in Machine Learning. Masters thesis, Dublin, National College of Ireland.

Vesireddy, Priyanka (2020) Prediction Rating of Best Cuisines in Country Capitals Using Machine Learning Algorithms. Masters thesis, Dublin, National College of Ireland.

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Wagh, Vinaysheel Kishor (2020) A Hybrid Model of Sectorization & Evacuation Path Detection for Disaster Affected Areas. Masters thesis, Dublin, National College of Ireland.

Wilson, Vino (2020) Bot detection using Behavioral Analysis in MMORPG. Masters thesis, Dublin, National College of Ireland.

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Ó Foghlú, Cillín (2020) Classification of Deep Space Objects using Deep Learning Techniques. Masters thesis, Dublin, National College of Ireland.