Research output per year
Research output per year
Organisation profile
The Centre for Industrial Analytics (CFIA) is at the forefront of applied research into the visualisation and comprehension of complex data.
Our research is firmly rooted in the challenges faced by industry, delivering significant impact to a range of different businesses.
Drawing together research capabilities from the Industrial Internet of Things, Artificial Intelligence, predictive analytics, behavioural science, condition monitoring and advanced visualisation technologies, we provide new knowledge to support the comprehension of complex, fast-moving sources of data.
We help companies diagnose and fix inefficiencies, provide intelligence about new market opportunities, and coach individuals through the challenging path of new technology adoption.
Our multi-disciplinary ethos enables us to engage with all aspects of evidence-based business transformation, through open data and hardware, advanced visualisation technologies, High Performance and Cloud Computing, organisational psychology and design for understanding.
As the production of data within industry continues to accelerate, the Centre for Industrial Analytics plays a critical role in educating tomorrow's professionals through its links with undergraduate and postgraduate courses.
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Minsi Chen
- Department of Computer Science - Subject Area Leader (CIS - U/G)
- School of Computing and Engineering
- Centre for Industrial Analytics - Member
- Centre for Sustainable Computing - Member
Person: Academic
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Richard Hill
- Department of Computer Science - Professor and Head of Department
- School of Computing and Engineering
- Centre for Industrial Analytics - Director
- Centre for Sustainable Computing - Director
- Centre for Sustainable Software Engineering - Member
- Centre for Biomimetic Societal Futures
- Centre for Autonomous and Intelligent Systems - Affiliate
Person: Academic
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Muhammad Hussain
- Department of Computer Science - Lecturer in Computer Science
- School of Computing and Engineering
- Centre for Industrial Analytics - Member
- Centre for Sustainable Computing - Member
Person: Academic
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A Machine Learning-Based Intelligent Framework for Predicting Energy Efficiency in Next-Generation Residential Buildings
Shakeel, H. M., Iram, S., Hill, R., Athar Farid, H. M., Sheikh-Akbari, A. & Saleem, F., 13 Apr 2025, In: Buildings. 15, 8, 34 p., 1275.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
An Efficient Resource Allocation Model in IIoT Using Federated Reinforcement Learning
Yaraziz, M. S. & Hill, R., 23 Apr 2025, Proceedings - 2024 IEEE/ACM 17th International Conference on Utility and Cloud Computing, UCC 2024. Institute of Electrical and Electronics Engineers Inc., p. 198-200 3 p. 10971787Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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An Enhanced Multi-Target Collision-Free Path Planning Algorithm for UAV Networks
Zeman, P., Baryannis, G., Djahel, S. & Hill, R., 1 Jun 2025, (Accepted/In press) 2025 IEEE 102nd Vehicular Technology Conference: (VTC2025-Fall). IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Centre for Biominetic Societal Futures
Towns-Andrews, L., Kusev, P., Kara, A., Herath, D., Validi, S., Jabbar, A., Nikitas, A., Roper, S., Ginger, M., Phillips, R., Du, C., Amaratunga, D., Haigh, R., Murphy, A., Hill, R., Parkinson, S., Johnson, A., Bryan, H., Thomas, P., McIntyre, D., Jeffries, L., Bailey, R., Townsley, J., Unver, E., Goswami, P., Roach, J., Grimm, V., Worley, C., Siebers, P., Bardone, E., Madsen, J. K., Neumann, M., Seri, R., Durrant, R., Wortley, R., Sidebottom, A., Ekblom, P., Pease, K., Taylor, M., Silke, A., Dewandre, N. & Hemachandra, K.
1/10/21 → 30/09/24
Project: Research
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Activities
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13th International Conference on Computer Technologies and Development
Richard Hill (Member of programme committee)
9 Oct 2024 → 11 Oct 2024Activity: Participating in or organising an event types › Participating in a conference, workshop, ...
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3rd International Conference on Big Data Modeling and Optimization
Richard Hill (Member of programme committee)
9 Oct 2024 → 11 Oct 2024Activity: Participating in or organising an event types › Participating in a conference, workshop, ...
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7th International Conference on Information, Networks and Communications
Richard Hill (Member of programme committee)
9 Oct 2024 → 11 Oct 2024Activity: Participating in or organising an event types › Participating in a conference, workshop, ...