Professor Mark Roantree

CRT in AI Supervisor

Prof. Roantree is an Investigator at the Insight Centre for Data Analytics at Dublin City University (DCU) where he leads the Research Challenge on Data Engineering & Governance. He has secured in excess of 3.5 million euros in funding, publishing almost 150 papers, often in high impact journals and conferences, graduating 23 research students (10 PhDs) between 1998 and 2020. Mark’s research has a strong multidisciplinary focus, establishing a number of key industrial and public sector collaborations. He currently has 6 PhD students working in the areas of graph analytics, predictive algorithms for climate science, agricultural sector, health and human performance, and in constructing novel query interfaces for complex data.

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Dr. Malika Bendechache

CRT in AI Supervisor

Dr Malika Bendechache 

She lectures in Blockchain and Distributed Ledger Technology. Malika’s research interests span the areas of Big data Analytics, Machine Learning, Data Governance, Parallel and Distributed Systems, Cloud/Edge/Fog Computing, Blockchain, Security and Privacy.  Previously, she has held the position of Post-Doctoral Researcher at the Irish Institute of Digital Business (IIDB, dotLab) at DCU Business School. Her work was part of the RECAP Horizon 2020 project. She focused on developing the next generation Cloud/Edge/Fog Computing through Interoperability, Automation, and Simulation. Malika obtained her PhD in Computer Science at Insight Centre for Data Analytics, University College Dublin. Her PhD was on the design of a highly scalable distributed Big Data mining framework.

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Brian Collins

PhD Researcher

A graduate with an eclectic set of educational and employment experience. Originally studied Mechanical Engineering (with sustainability) for my bachelors. Followed by a MSc in an Applied Maths & Physics, and diploma data analysis & science.
Coupled with my graduate employment experience initially in the IT sector, follow by Biomed & Energy sector has given me interest in research in applying data science to real world problems. My extra-curricular interesting in regenerative medicine inspired me in this case, to my current Ph.D. -applying machine learning to tissue engineering.

Supervisors: Dr. Tanya Levingstone & Dr. Malika Bendechache

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Dermot Sheridan

PhD Researcher

Dermot Sheridan is a second-year PhD student in the School of Computing , Dublin City University , where he is supervised by Prof. Mark Roantree l His research is in the field of application of machine learning for athlete monitoring and performance prediction in team sports which is a subfield of Artificial Intelligence that is concerned with tools and techniques to help investigate sports performance. Dermot holds an MSc. of Science, where his thesis was focused on Fatigue and Recovery in Gaelic Football. Prior to joining the CRT-AI funded PhD programme, Dermot worked as a sport scientist and performance coach with elite Gaelic football in Ireland. In his spare time Dermot enjoys being active and hanging out with friends.

Supervisor: Prof. Mark Roantree

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Halima Boutouil

PhD Researcher

I am Ph.D student at DCU Centre for Medical Engineering Research at School of Mechanical and Manufacturing Engineering DCU, where I am supervised by Dr. Tanya Levingstone, Dr. Suzanne Little and Prof. Nicholas Dunne. My research falls in the field of tissue engineering, which refers to the practice of combining scaffolds, cells, and biologically active molecules into functional tissues.

During my PhD I aim to develop a novel Artificial Intelligence algorithm to optimise printing parameters for different bioinks.

I hold a Bachelor’s in Engineering, I joined Future Neuro Center at RCSI Dublin as a Visiting Scientist, where I analysed EEG data and built an interface for signal processing and data visualization.
Before joining the CRT-AI funded PhD program, I worked as a research assistant in the same group at RCSI, where we developed a machine learning algorithm for the detection of spontaneous seizures in EEG in multiple experimental mouse models of epilepsy.

Supervisors: Dr. Tanya Levingstone, Dr. Suzanne Little and Prof. Nicholas Dunne.

Eric Ferreira dos Santos

PhD Researcher

Eric’s main interests include data, technology, science overall and machine learning, mainly in the model explanation. He has several years’ experience working with data engineering, processing and analysis, and leading a data and development team. Eric’s PhD research focuses on the explainable aspect of deep learning techniques applied to image classification to support experts verifying machine-made decisions where ML or DL techniques are utilised and where catching potential false positives is essential. Eric held the MSc in Information Systems from the Federal University of Rio de Janeiro – Brazil. The research developed a framework to identify bot messages characteristics on Twitter and explains the concepts humanly to ordinary users. The paper from this research was published at the FATES workshop in 2019, and other publications will be released. Before developing his interests in data science, he entered many side-tracks on his professional development path, which touched upon web technologies, software development and business intelligence.

Supervisors: Dr. Alessandra Mileo

PROJECTS

Optimisation and Constraint Programming 2

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An Nguyen Pham

PhD Researcher

My name is An, I am from Vietnam. My previous major was Mathematics, specialising in Analysis. At the moment, I am a first year PhD student at School of Computing, DCU. Regarding my research interests, I would like to apply Machine Learning, Deep Learning and also Mathematical aspects such as Statistics to the financial field. For instance, using Deep Learning to predict stock prices and forecast the crisis in the financial market. When I have free time, I like to relax by cooking or simply reading my favourite books.

Supervisors: Dr. Martin Crane

PROJECTS

Optimisation and Constraint Programming

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Dr. Tanya Livingstone

CRT in AI Supervisor

Dr. Andrew McCarren

CRT in AI Supervisor

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Professor Barry McMullin

CRT in AI Supervisor

Professor Cathal Gurrin

CRT in AI Supervisor

Dr. Lorna Fitzsimons

CRT in AI Supervisor

Dr. Lorna Fitzsimons is an Assistant Professor in the School of Mechanical and Manufacturing Engineering in DCU. Research expertise and interests include the water-energy nexus: water and wastewater treatment; thermodynamics and exergy analysis; energy auditing, modelling and benchmarking; LCA; control and automation for energy efficiency. The focus of her PhD was the energy optimisation in the semiconductor manufacturing industry (Intel).  She has coordinated and delivered two EPA funded projects which audited, benchmarked and modelled the energy and resource efficiency of Irish wastewater treatment plants: Increasing the resource efficiency of Irish wastewater treatment plants (http://www.epa.ie/pubs/reports/research/water/researchreport168.html) and Optimal design of small Irish wastewater treatment plants (http://www.epa.ie/pubs/reports/research/water/research255.html) She was a funded investigator and work-package leader in several H2020 and national energy and sustainability research projects which focus on the energy-water nexus: ALICE (https://www.alice-wastewater-project.eu/), Saltgae (http://saltgae.eu/), and ESIPP (https://esipp.ie/).  Currently she is conducting research as a funded investigator on desalination process technologies in the SFI funded ML-Labs centre for research training (https://www.ml-labs.ie/), solid state heat pump technologies in a DTIF project (https://enterprise.gov.ie/en/What-We-Do/Innovation-Research-Development/Disruptive-Technologies-Innovation-Fund/), and the LCA of advanced surface technologies (https://www.newskin-oitb.eu/). She is affiliated with the DCU Water Institute (https://dcuwater.ie/about/people/) and the Advanced processing Technology Research Centre (https://aptcentre.ie/about/people/). She has a strong track record of funding success: EPA, H2020, SFI, Enterprise Ireland.

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