Projects per year
Personal profile
Overview
Dr. Na Helian has 30 years research experience around UK, Singapore, Japan and China in data mining, grid computing, data storage, etc. She has 62 journal papers (including 16 in IEEE Transactions) and 54 conference proceeding papers published in the above areas. Her research background on data storage contributed to the following research funding: EPSRC project (GR/S96487): Grid-Oriented Storage (GOS): Next Generation Data Storage System Architecture for the Grid Computing Era,£346,301, plus £381,930 by DTI (Department of Trade and Industry)/Xyratex. Dr. Helian was the first co-investigator of this grant.
Over the past few years, Na Helian’s research has been focused on data mining. She has been working on various industry collaborating projects, including four KTP, one KEEP+, one HKEP projects, as well as a few University Enterprise Zone Technical Consultancy and Meet Expert projects. Since March 2017, she has attracted over £1 million funding in total.
Research interests
Data Mining
Cloud Computing
Data Storage and Data Communication
Teaching specialisms
Data Mining
Databases
Programming
Networking
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Collaborations and top research areas from the last five years
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Staff Job Scheduling Considering Route Optimisation for Home Care Services
Helian, N. (PI) & Sun, Y. (CoI)
4/11/24 → 4/08/27
Project: Research
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Customer preference pattern analysis for VIP travel agent
Helian, N. (PI) & Lane, P. (PI)
1/10/24 → 31/03/25
Project: Research
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iDOC: Artificial Intelligence Empowered Document Authoring (Innovate UK - KTP)
Livatino, S. (PI), Ravi, D. (CoPI), Mporas, I. (CoI) & Helian, N. (CoI)
3/04/23 → 30/10/25
Project: Research
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Resource Optimisation for Freight Logistics Management
Meng, L. (PI) & Helian, N. (CoPI)
1/03/23 → 1/11/25
Project: Research
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Activity Recognition Using Artificial Intelligence for Health & Social Care
Helian, N. (PI) & Sun, Y. (CoPI)
1/07/22 → …
Project: Research
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Vision-Based Human Fall Detection Using 3D Neural Networks
Toh, S. M., Helian, N., Pasipamire, K., Sun, Y. & Pasipamire, T., 28 Feb 2025, Artificial Intelligence XLI - 44th SGAI International Conference on Artificial Intelligence, AI 2024, Proceedings. Bramer, M. & Stahl, F. (eds.). Springer Nature Switzerland, Vol. 15447. p. 46–58 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15447 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Medical Image Character Recognition Using Attention-Based Siamese Networks for Visually Similar Characters with Low Resolution
Osagie, E., Ji, W. & Helian, N., 1 Aug 2024, Proceedings of the 3rd International Conference on Innovations in Computing Research (ICR’24). Daimi, K. & Al Sadoon, A. (eds.). Springer Nature Link, p. 110–119 10 p. (Lecture Notes in Networks and Systems; vol. 1058 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Using BERT to Generate Contextualised Textual Images for Sentiment Analysis
Singh, H., Helian, N., Adams, R. & Sun, Y., Apr 2025, ICAISC 2024 International Conference on Artificial Intelligence and Soft Computing proceedings. Springer Nature Link, 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Burnt-in Text Recognition from Medical Imaging Modalities: Existing Machine Learning Practices
Osagie, E., Ji, W. & Helian, N., 20 Jan 2024, In: Journal of Advanced Computational Intelligence and Intelligent Informatics. 28, 1, p. 103-110 8 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Downloads (Pure) -
On Instance Weighted Clustering Ensembles
Moggridge, P., Helian, N., Sun, Y. & Lilley, M., 4 Oct 2023. 6 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile25 Downloads (Pure)