Rose Bain is a senior research engineer at the Nimbus research centre with interests including Machine Learning, Data Analytics, Big data and Artificial Intelligence (AI).
Rose has completed a BSc in Applied Physics from UCG and a MEng in Micro Electronics from UCC. She also completed a HDip in Data Analytics from CIT in 2017.Rose has more than twenty years’ experience of engineering in a semiconductor technology firm Analog Devices which involved problem solving through Big Data Analysis, developing and maintaining SPC control of a complex, high-technology, manufacturing line through automated systems, optimisation of yield on products and processes, along with engineering management.
Recent projects at Nimbus include work on applications using Machine Learning for forecasting applications, Natural Language Processing for Sentiment Analysis and development of Product Recommendation algorithms for web-based retail providers.
Her research interests include: Machine Learning, Data Analytics, Big Data, Statistics, Data Science and Artificial Intelligence.
R. Bain, C. Lynch, D. McDonnell, K. Witheephanich, “An XGBoost approach for industrial component degradation classification”, 2022, 33rd Irish Signals & Systems Conference (ISSC), Cork, Ireland, 9-10 June
C. Lynch, C. O’Leary, G. Smith, R. Bain, J. Kehoe, A. Vakaloudis, R. Linger, “A review of open-source machine learning algorithms for twitter text sentiment analysis and image classification”, WCCI 2020, IEEE World Conference on Computational Intelligence, Glasgow, Scotland, 19-24th July 2020.
C. Lynch, J. Kehoe, R. Bain, F. Zhang, J. Flynn, C. O’Leary, G. Smith, R. Linger, K. Fitzgibbon and F. Feijoo, “SVM-Based Day-Ahead Electricity Price Prediction Model for the Single Electricity Market in Ireland”, ISF 2019, 39th International Symposium on Forecasting, Thessaloniki, Greece, 16 -19th Jun. 2019.
SERTS – Sentiment Analysis Evaluation of Real-Time Speech
Liebherr – Sensor Data Analysis for Rubber Tyred Gantry (RTG) Cranes
MDCL – Development of a novel Deep Learning Approach to Diabetic Retinopathy Diagnostics
SmartPower – Data Analytics for Day-ahead Wind & Electricity Price Forecasting
Clarke Analytics – AI Trustworthiness
StudioForty9 – Ecommerce Artificial Intelligence Solutions
STEP4 – Short Term Electricity Price Forecaster