Projects per year
Personal profile
Overview
Dr. Na Helian has 20 years research experience around UK, Singapore, Japan and China in data mining, grid computing, data storage, etc. She has 47 journal papers (including ACM Publications, IEEE Transactions, etc) and 26 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.
Recently, Na Heian proposed a modern data space management system on cloud computing platforms, which enables cloud applications. This system will be developed as a web service to support cross operation system inter-operation, in which a user is able to mount n amount of file systems as a single logical drive.
Research interests
Cloud Computing
Data Mining
Data Storage and Data Communication
Teaching specialisms
Data Mining
Databases
Programming
Networking
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Rapid bacteria colony counting algorithm development
Helian, N., Sun, Y., Lane, P. & Veneziano, V.
1/03/19 → 28/02/23
Project: Other
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Feature weighting in DBSCAN using reverse nearest neighbours
Chowdhury, S., Helian, N. & Cordeiro de Amorim, R., 1 May 2023, In: Pattern Recognition. 137, 15 p., 109314.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads (Pure) -
Proceedings of Abstracts, School of Physics, Engineering and Computer Science Research Conference 2022
Coudron, L. (ed.), Amafabia, D., Asimea, L., Bally, J., Baran, A., Boies, A., Borjali, A., Bosomworth, C., Burningham, B., Chaliasou, N-A., CHEN, Y. K., Cheong, Y. K., Chizari, M., Chung, E., Coppin, K., David-West, O., Dennler, N., Dhakal, H., Dimov, N., Dmitruk, E., & 98 others, 4 Nov 2022, University of Hertfordshire. 128 p.Research output: Book/Report › Anthology
Open AccessFile58 Downloads (Pure) -
Sentiment Analysis using BLSTM-ResNet on Textual Images
Singh, H., Helian, N., Adams, R. & Sun, Y., 30 Sep 2022, IEEE World Congress on Computational Intelligence 2022: International Joint Conference on Neural Networks 2022. IEEE, 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Dynamic Hierarchical Structure Optimisation for Cloud Computing Job Scheduling
Lane, P., Helian, N., Bodla, M. H., Zheng, M. & Moggridge, P., 15 Apr 2022, Dynamic Hierarchical Structure Optimisation for Cloud Computing Job Scheduling. Springer, p. 301-316 16 p. (Part of the Lecture Notes in Computer Science book series; vol. 13224).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Downloads (Pure) -
Boosting Ant Colony Optimization with Reptile Search Algorithm for Churn Prediction
Al-Shourbaji, I., Helian, N., Sun, Y., Alshathri, S. & Abd Elaziz, M., 23 Mar 2022, In: Mathematics. 10, 7, 21 p., e1031.Research output: Contribution to journal › Article › peer-review
Open AccessFile30 Downloads (Pure)