• Glasgow Caledonian University

    G4 0BA Glasgow

    United Kingdom

Research Output

  • 27 Conference contribution
  • 26 Article
  • 1 Chapter
  • 1 Chapter (peer-reviewed)
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Article
2020

1D-CNN based real-time fault detection system for power asset diagnostics

Mitiche, I., Nesbitt, A., Conner, S., Boreham, P. & Morison, G., 17 Aug 2020, (Accepted/In press) In : IET Generation, Transmission & Distribution. 9 p.

Research output: Contribution to journalArticle

Open Access
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24 Downloads (Pure)

A metaheuristic method for joint task scheduling and virtual machine placement in cloud data centers

Alboaneen, D., Tianfield, H., Zhang, Y. & Pranggono, B., 11 Sep 2020, In : Future Generation Computer Systems. 115, p. 201–212 12 p.

Research output: Contribution to journalArticle

Assessing hyper parameter optimization and speedup for convolutional neural networks

Nazir, S., Patel, S. & Patel, D., 7 Jul 2020, In : International Journal of Artificial Intelligence and Machine Learning (IJAIML). 10, 2, p. 1-17 17 p., 1.

Research output: Contribution to journalArticle

Open Access
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11 Downloads (Pure)

Autoencoder based anomaly detection for SCADA networks

Nazir, S., Patel, S. & Patel, D., 9 Jun 2020, (Accepted/In press) In : International Journal of Artificial Intelligence and Machine Learning (IJAIML).

Research output: Contribution to journalArticle

A vectorized bimodal distribution based micro differential evolution algorithm (VB-mDE)

Chen, X., Miao, X. & Tianfield, H., 10 Aug 2020, (Accepted/In press) In : Multiagent and Grid Systems.

Research output: Contribution to journalArticle

Digital marketing for Saudi Arabian university student recruitment

Abed Althagafi, A., Mannion, M. & Siddiqui, N., 20 Feb 2020, In : Journal of Applied Research in Higher Education. 14 p.

Research output: Contribution to journalArticle

EMIP: The eye movements in programming dataset

Bednarik, R., Busjahn, T., Gibaldi, A., Ahadi, A., Bielikova, M., Crosby, M., Essig, K., Fagerholm, F., Jbara, A., Lister, R., Orlov, P., Paterson, J., Sharif, B., SirkiäFIn, T., Stelovsky, J., Tvarozek, J., Vrzakova, H. & van der Linde, I., 4 Aug 2020, In : Science of Computer Programming. 198, 11 p., 102520.

Research output: Contribution to journalArticle

Image subset communication for resource-constrained applications in wireless sensor networks

Nazir, S., Alzubi, O. A., Kaleem, M. & Hamdoun, H., 4 May 2020, (Accepted/In press) In : Turkish Journal of Electrical Engineering and Computer Sciences. 16 p.

Research output: Contribution to journalArticle

Open Access
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33 Downloads (Pure)

Nested genetic algorithm for highly reliable and efficient embedded system design

Israr, A., Kaleem, M., Nazir, S., Mirza, H. T. & Huss, S. A., 6 Mar 2020, In : Design Automation for Embedded Systems. 37 p.

Research output: Contribution to journalArticle

Numerical analysis of stable and low cost perovskite solar cell with an enhanced inorganic electron and hole transport layers

Mehmood, S., Kaleem, M., Nazir, S., Israr, A. & Mirza, H. T., 1 Jun 2020, In : Journal of Nanoelectronics and Optoelectronics . 15, 6, p. 725-733 9 p.

Research output: Contribution to journalArticle

2019

A data analysis of the academic use of social media

Carmichael, D. & Archibald, J., May 2019, In : International Journal of Information Technology and Computer Science. 11, 5, p. 1-10 10 p.

Research output: Contribution to journalArticle

Open Access
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76 Downloads (Pure)

A data-driven game theoretic strategy for developers in software crowdsourcing: a case study

Liao, Z., Zeng, Z., Zhang, Y. & Fan, X., 19 Feb 2019, In : Applied Sciences. 9, 4, 15 p., 721.

Research output: Contribution to journalArticle

Open Access
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50 Downloads (Pure)

An oil painters recognition method based on cluster multiple kernel learning algorithm

Liao, Z., Gao, L., Zhou, T., Fan, X., Zhang, Y. & Wu, J., 14 Feb 2019, In : IEEE Access. 7, p. 26842-26854 13 p.

Research output: Contribution to journalArticle

Open Access
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72 Downloads (Pure)

A novel approach to reconstruction based saliency detection via convolutional neural network stacked with auto-encoder

Lin, X., Tang, Y., Tianfield, H., Qian, F. & Zhong, W., 15 Jul 2019, In : Neurocomputing. 349, p. 145-155 11 p.

Research output: Contribution to journalArticle

Open Access
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71 Downloads (Pure)

Healthy or Not: A Way to Predict Ecosystem Health in GitHub

Liao, Z., Yi, M., Wang, Y., Liu, S., Liu, H., Zhang, Y. & Zhou, Y., 28 Jan 2019, In : Symmetry. 11, 2, 16 p.

Research output: Contribution to journalArticle

Open Access
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55 Downloads (Pure)

Identification-method research for open-source software ecosystems

Liao, Z., Wang, N., Liu, S., Zhang, Y., Liu, H. & Zhang, Q., 3 Feb 2019, In : Symmetry. 11, 2, 18 p., 182.

Research output: Contribution to journalArticle

Open Access
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49 Downloads (Pure)

Moth-flame glowworm swarm optimisation

Alboaneen, D. A., Tianfield, H. & Zhang, Y., 25 Oct 2019, In : Multiagent and Grid Systems. 15, 3, p. 305-326 22 p.

Research output: Contribution to journalArticle

Open Access
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67 Downloads (Pure)

Self-adaptive differential artificial bee colony algorithm for global optimization problems

Chen, X., Tianfield, H. & Li, K., Mar 2019, In : Swarm and Evolutionary Computation. 45, p. 70-91 22 p.

Research output: Contribution to journalArticle

Open Access
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62 Downloads (Pure)
2018

Classification of EMI discharge sources using time–frequency features and multi-class support vector machine

Mitiche, I., Morison, G., Nesbitt, A., Hughes-Narborough, M., Stewart, B. G. & Boreham, P., Oct 2018, In : Electric Power Systems Research. 163, Part A, p. 261-269 9 p.

Research output: Contribution to journalArticle

Open Access
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53 Downloads (Pure)

Classification of partial discharge signals by combining adaptive local iterative filtering and entropy features

Mitiche, I., Morison, G., Nesbitt, A., Hughes-Narborough, M., Stewart, B. G. & Boreham, P., 31 Jan 2018, In : Sensors. 18, 2, 14 p., 406.

Research output: Contribution to journalArticle

Open Access
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89 Downloads (Pure)

Empirical research on the evaluation model and method of sustainability of the open source ecosystem

Liao, Z., Deng, L., Fan, X., Zhang, Y., Liu, H., Qi, X. & Zhou, Y., 13 Dec 2018, In : Symmetry. 10, 12, 26 p.

Research output: Contribution to journalArticle

Open Access
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59 Downloads (Pure)

Entropy-based feature extraction for electromagnetic discharges classification in high-voltage power generation

Mitiche, I., Morison, G., Nesbitt, A., Stewart, B. G. & Boreham, P., 25 Jul 2018, In : Entropy. 20, 8, 20 p., 549.

Research output: Contribution to journalArticle

Open Access
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65 Downloads (Pure)

Imaging time series for the classification of EMI discharge sources

Mitiche, I., Morison, G., Nesbitt, A., Hughes-Narborough, M., Stewart, B. G. & Boreham, P., 14 Sep 2018, In : Sensors. 18, 9, 17 p., 3098.

Research output: Contribution to journalArticle

Open Access
File
60 Downloads (Pure)
Open Access
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82 Downloads (Pure)

Screencasts: enhancing coursework feedback for game programming students revisited

Law, B., 30 Dec 2018, In : International Journal on Advances in Software. 11, 3 & 4, p. 205-213 9 p.

Research output: Contribution to journalArticle

Open Access
File
11 Downloads (Pure)
2016
Open Access
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64 Downloads (Pure)