James O’ Neill
My research interests include Machine Learning, Deep Learning, Natural Language Processing, and Semantic Web.
I am currently working on the GRCTC project, primarily applying deep learning techniques to the task of multi-class text classification in the governance, risk and compliance domain. This is carried out using Python libraries for deep learning, such as Theano, Lasagne and Keras. Various neural networks are considered, such as Long short-term memory (LSTM) networks, Recursive Neural Networks (RNN), and Convolutional Neural Networks (CNN).
Before this project, I completed a MSc in Data Analytics in NUI Galway. In recent completion of my masters degree I worked on a project at NUI Galway in the Data Mining and Machine Learning Research Group.