Items where Division is "Master of Science in Data Analytics" and Year is 2019

A

Adegoke, Adedeji (2019) Detection of Depression among Nigerians using Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.

Aggarwal, Aditi (2019) Convolutional Recurrent Neural Network for Speech Emotion Recognition. Masters thesis, Dublin, National College of Ireland.

Amadi, Emmanuel (2019) Analysis of Wildfire Risk Using Machine Learning and Distributed Computing in Canadian Regions. Masters thesis, Dublin, National College of Ireland.

B

Banad Ramesh, Chetan (2019) Electricity Consumption Anomaly Detection Model Using Deep Learning. Masters thesis, Dublin, National College of Ireland.

Behera, Ankita (2019) Combination of topic modelling and deep learning techniques for disaster trends prediction. Masters thesis, Dublin, National College of Ireland.

Belagur Ramesh, Sachin (2019) Predicting knowledge level of learners using Machine Learning Algorithms. Masters thesis, Dublin, National College of Ireland.

Bennur, Arun (2019) Ensemble Model for X-ray Image Classification. Masters thesis, Dublin, National College of Ireland.

Bukane, Nilesh Ramesh (2019) Identifying the Impact of Tweets on Kickstarter Campaign’s Funding Using Sentiment Analysis and Machine Learning Approach. Masters thesis, Dublin, National College of Ireland.

Byreddy, Nikhil Reddy (2019) DeepFake Videos Detection Using Machine Learning. Masters thesis, Dublin, National College of Ireland.

C

Chavan, Abhilash Anil (2019) Water, Gas & Electricity Consumption Behaviour Forecasting. Masters thesis, Dublin, National College of Ireland.

Chavan, Anamika (2019) Recruitment of Suitable Football Player by using Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.

Connell, Glenn (2019) Artificial Neural Networks: A Comparative Analysis for the Purposes of Text Classification. Masters thesis, Dublin, National College of Ireland.

D

Dada, Gabriel Ibukun (2019) Analysis of Electric Load Forecasts Using Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.

Dahale, Abhishek (2019) A Natural Language Processing Approach for Musical Instruments Recommendation System. Masters thesis, Dublin, National College of Ireland.

Dahiya, Akshay (2019) Audio Instruments Identification Using CNN and XGBoost. Masters thesis, Dublin, National College of Ireland.

Darbey, Ian (2019) Prediction of Length of Stay for Elective Procedures in Irish Hospitals. Masters thesis, Dublin, National College of Ireland.

Dcunha, Princy (2019) Aspect Based Sentiment Analysis and Feedback Ratings using Natural Language Processing on European Hotels. Masters thesis, Dublin, National College of Ireland.

Diktekoppa Thimmappa, Darshan (2019) Paragraph Vector based Sarcasm Detection in Text. Masters thesis, Dublin, National College of Ireland.

E

Enwere, Chibuike Kenneth (2019) A Machine Learning Approach Predicting Flight Arrival Delay Reduction for Delta Airlines. Masters thesis, Dublin, National College of Ireland.

F

Fitzgerald, Barry (2019) Real-Time Reduction of Micro Phasor Measurement Units and Noise Detection: California. Masters thesis, Dublin, National College of Ireland.

G

Gowda, Jhanavi Govinde (2019) Prediction of Heart Rate Abnormalities Using Data Mining Techniques. Masters thesis, Dublin, National College of Ireland.

Gupta, Rahul (2019) Prediction of Major Factors affecting Fans Attendance for the Teams of Major League Baseball. Masters thesis, Dublin, National College of Ireland.

H

Haridas, Nandhini (2019) Detecting the Spread of Online Fake News using Natural Language Processing and Boosting Technique. Masters thesis, Dublin, National College of Ireland.

J

Jagwani, Girish (2019) Identifying the Patients at Risk of Stroke Using Anomaly Detection Based Classification Approach. Masters thesis, Dublin, National College of Ireland.

Jain, Apurva (2019) Multi-class classification to track students' academic outcome. Masters thesis, Dublin, National College of Ireland.

Jain, Smit (2019) Analysing effect of Twitter, Oil Prices, Gold Prices and Foreign Exchange on S&P500 Using Machine Learning. Masters thesis, Dublin, National College of Ireland.

Jaju, Rahul (2019) Multiclass Classification of Road Traffic Signs Using Machine Learning Algorithms. Masters thesis, Dublin, National College of Ireland.

Johnson, Alfred (2019) Emotion Detection Through Speech Analysis. Masters thesis, Dublin, National College of Ireland.

K

Kandath, Sreenand (2019) Air Quality Quantification in Taiwan Using Machine Learning Techniques in Apache Spark Platform. Masters thesis, Dublin, National College of Ireland.

L

Lavania, Madhav Kant (2019) Multi-label classification and description generation of Pulmonary diseases in Chest X-rays using Deep Learning techniques. Masters thesis, Dublin, National College of Ireland.

Lohani, Punit (2019) Daily Precipitation Forecasting using Neural Network - A case study of Punjab,India. Masters thesis, Dublin, National College of Ireland.

M

Malpe, Sachin (2019) Automated leaf disease detection and treatment recommendation using Transfer Learning. Masters thesis, Dublin, National College of Ireland.

Mishra, Manu (2019) Macroeconomic Forecasting of French Economy using Machine Learning Approach. Masters thesis, Dublin, National College of Ireland.

Mungekar, Akshay (2019) An Intelligent User-specific Music Recommendation Engine - using Machine Learning. Masters thesis, Dublin, National College of Ireland.

Murugesan, Shibi (2019) Application of Machine Learning Models for Network Intrusion Detection Systems Based on Feature Selection Approach. Masters thesis, Dublin, National College of Ireland.

N

Nair, Prajeeth Raghunath (2019) Optimizing bug prediction in software testing using Super Learner. Masters thesis, Dublin, National College of Ireland.

P

Pandhure, Sonali (2019) Stock Market Prediction Approach in United Kingdom. Masters thesis, Dublin, National College of Ireland.

Parab, Nikita Nitin (2019) Twitter Rumour Detection using Temporal Property of Tweets. Masters thesis, Dublin, National College of Ireland.

Parte, Sushant (2019) Predicting of Hosting Animal Centre Outcome Based on Supervised Machine Learning Models. Masters thesis, Dublin, National College of Ireland.

Patel, Parth (2019) Evolving Classification of Learners' Profiles using Machine Learning Techniques for Better Retention Rates in Massive Open Online Courses. Masters thesis, Dublin, National College of Ireland.

Patil, Shubham (2019) A Neural Network Modelling for Soil Moisture Prediction. Masters thesis, Dublin, National College of Ireland.

Pereira, Sanchit (2019) Price Suggestion and Recommendation of Resale Products on E-commerce Websites. Masters thesis, Dublin, National College of Ireland.

Pillai, Ratna (2019) Optimized Predictive Modelling to Unfold the Links of Crime with Education, Safety and Climate in Chicago. Masters thesis, Dublin, National College of Ireland.

R

Rai, Digvijay (2019) Predicting Energy Consumption in Commercial Buildings using its Property features and Machine Learning Algorithms. Masters thesis, Dublin, National College of Ireland.

Rajput, Nishant (2019) Categorization of Audio/Video Content using Spectrogram-based CNN. Masters thesis, Dublin, National College of Ireland.

Rathi, Ankit (2019) Deep learning approach for Image captioning in Hindi language. Masters thesis, Dublin, National College of Ireland.

Reid, Clodagh (2019) Diabetes Diagnosis and Readmission Risks Predictive Modelling: USA. Masters thesis, Dublin, National College of Ireland.

S

Saini, Nevin (2019) Multi-label Image Classification to Detect Air Traffic Controllers’ Drowsiness Using Facial Features. Masters thesis, Dublin, National College of Ireland.

Sampath, Mathiazhagan (2019) Toxic Question Classification in Question & Answer Forum Using Deep Learning. Masters thesis, Dublin, National College of Ireland.

Sarda, Swapnil (2019) Advanced Strategy for MMO using Interactive Visualisation. Masters thesis, Dublin, National College of Ireland.

Sekar, Akshaya (2019) Predicting the Winner of a Tennis Match Using Machine Learning Techniques. Masters thesis, Dublin, National College of Ireland.

Sethu, Amith Anand (2019) Are story outlines confined within seven basic plots? Masters thesis, Dublin, National College of Ireland.

Sharma, Akhil (2019) Traffic Sign Recognition & Detection using Transfer learning. Masters thesis, Dublin, National College of Ireland.

Shekhawat, Bhupender Singh (2019) Sentiment Classification of Current Public Opinion on BREXIT: Naïve Bayes Classifier Model vs Python’s TextBlob Approach. Masters thesis, Dublin, National College of Ireland.

Shetty, Siddhanth Chandrahas (2019) Learning to detect fake online reviews using readability tests and text analytics. Masters thesis, Dublin, National College of Ireland.

Shyamkuwar, Pranay (2019) Non-negative matrix factorization for classifying the defects on steel surface using Convolutional Neural Network. Masters thesis, Dublin, National College of Ireland.

Singh, Ankit (2019) Air Pollution Forecasting and Performance Evaluation Using Advanced Time Series and Deep Learning Approach for Gurgaon. Masters thesis, Dublin, National College of Ireland.

Singh, Virender (2019) A comprehensive study to predict the short-term air quality with the help of multiple deep learning models in Guangzhou city: China. Masters thesis, Dublin, National College of Ireland.

T

Totannanavar, Sagar (2019) Co-relation between the financial news articles and Stock prices and Stock Prediction. Masters thesis, Dublin, National College of Ireland.

V

Vijaywargiya, Yash (2019) Forecasting of Air Pollution in United Kingdom Using Deep Learning and Time series methods. Masters thesis, Dublin, National College of Ireland.

X

Xie, Shuangyin (2019) Sentiment Analysis using machine learning algorithms: online women clothing reviews. Masters thesis, Dublin, National College of Ireland.

Xu, Xiyao (2019) Analysing the impact of social media on online shopping platform sales by using sentiment analysis with text mining. Masters thesis, Dublin, National College of Ireland.