Personal statement
I am an academic in the Deptartment of Electronic and Electrical Engineering. My research interests are in the industrial application of (deep) machine learning, cybersecurity, and the Internet of Things. I have strong interest in explainable AI (XAI) and hyperparameter optimisation.
Research interests
My research focusses on the entire data processing pipeline from data collection and storage, through data cleansing, parallelisation of feature extraction approaches, deployable dimensionailty reduction streategies, hyperparameter optiisation and the production of machine learning models.
The work is carried out in tandem with industry, with application areas that include partial discharge localisation, predictive maintenance of moving equipment, intrusion detetcion systems, and deception for cyber resillience.
Professional activities
- Energies (Journal)
- Guest editor
- 20/12/2020
- The Challenges in the Implementation of Cloud-based Precision Livestock Management Services Provision
- Contributor
- 26/8/2019
- European Union Agency for Network and Information Security (Publisher)
- Editor
- 12/2018
- Podcast participant: MACRO – The Cisco Innovation Podcast, Revolutionising Natural Disaster Response
- Speaker
- 3/10/2018
- Online CPD - Social Benefits of Innovative Lighting
- Speaker
- 28/11/2016
- 2015 IEEE 81st Vehicular Technology Conference
- Participant
- 5/11/2015
More professional activities
Projects
- Predictive maintenance for offshore wind turbines
- Atkinson, Robert (Principal Investigator) Andonovic, Ivan (Co-investigator) Cardona Amengual, Javier (Co-investigator) Carroll, James (Co-investigator) McMillan, David (Co-investigator) Tachtatzis, Christos (Co-investigator)
- 01-Jan-2022 - 31-Jan-2022
- Decision Support for Investment & Economic Development within Sparse Data Markets
- Tachtatzis, Christos (Principal Investigator) Andonovic, Ivan (Co-investigator) Atkinson, Robert (Co-investigator) Cardona Amengual, Javier (Co-investigator) Hamilton, Andrew (Co-investigator) Macdonald, Malcolm (Co-investigator) Michie, Craig (Co-investigator)
- 11-Jan-2022 - 10-Jan-2023
- DEFGRID - The Utility DSbD Demonstrator (ISCF Digital Security by Design)
- Atkinson, Robert (Principal Investigator) Andonovic, Ivan (Co-investigator) Coffele, Federico (Co-investigator) Irvine, James (Co-investigator) Michie, Craig (Co-investigator) Tachtatzis, Christos (Co-investigator)
- 01-Jan-2022 - 31-Jan-2025
- Digital Dairy Value-Chain for South-West Scotland and Cumbria (Strength in Places Fund)
- Michie, Craig (Principal Investigator) Andonovic, Ivan (Co-investigator) Atkinson, Robert (Co-investigator) Bellekens, Xavier (Co-investigator) Galloway, Stuart (Co-investigator) Kelly, Nicolas (Co-investigator) Lengden, Michael (Co-investigator) Revie, Matthew (Co-investigator) Stewart, Robert (Co-investigator) Tachtatzis, Christos (Co-investigator) Ward, Andrew (Co-investigator)
- 01-Jan-2022 - 31-Jan-2027
- CAUDATA : Scratch and Rebuild Architecture
- Tachtatzis, Christos (Principal Investigator) Andonovic, Ivan (Co-investigator) Atkinson, Robert (Co-investigator) Bellekens, Xavier (Co-investigator) Ben Farah, Mohamed Lamine (Research Co-investigator)
- 01-Jan-2021 - 31-Jan-2021
- Lupovis - 'A Wolf in Sheep's Clothing'. Deception Response HGSP
- Bellekens, Xavier (Principal Investigator) Andonovic, Ivan (Co-investigator) Atkinson, Robert (Co-investigator) Tachtatzis, Christos (Co-investigator)
- 01-Jan-2020 - 31-Jan-2021
More projects
Address
Electronic and Electrical Engineering
Royal College Building
Royal College Building
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