• Glasgow Caledonian University

    G4 0BA Glasgow

    United Kingdom

Research Output

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

Cloud-based autonomic computing framework for securing SCADA systems

Nazir, S., Patel, S. & Patel, D., 2020, Innovations, Algorithms, and Applications in Cognitive Informatics and Natural Intelligence. Tai Chui, K., Lytras, M. D., Wen Liu, R. & Zhao, M. (eds.). IGI Global, p. 276-297 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Design and delivery of cloud computing syllabus for computing undergraduates

Nazir, S., Paterson, J. & Hainey, B., 4 Sep 2020, (Accepted/In press) 9th Computer Science Education Research Conference (CSERC '20). ACM

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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
File
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 convolutional neural network for pavement surface crack segmentation using residual connections and attention gating

Konig, J., Jenkins, M. D., Barrie, P., Mannion, M. & Morison, G., 26 Aug 2019, 2019 IEEE International Conference on Image Processing (ICIP). IEEE, p. 1460-1464 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
122 Downloads (Pure)

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
File
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
File
50 Downloads (Pure)

An exploratory investigation into the consumer use of WeChat to engage with luxury fashion brands.

Siddiqui, N., Mannion, M. & Marciniak, R., 4 Apr 2019, Social Commerce: Consumer Behaviour in Online Environments. Boardman, R., Blazquez, M., Henninger, C. E. & Ryding, D. (eds.). 1st ed. Switzerland: Palgrave Macmillan, p. 213-234 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

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
File
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
File
71 Downloads (Pure)

Code improvements towards implementing HEVC decoder

Israr, A., Nazir, S. & Kaleem, M., 18 Feb 2019, 2018 3rd International Conference on Emerging Trends in Engineering, Sciences and Technology (ICEEST). IEEE, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
56 Downloads (Pure)

Deep complex neural network learning for high-voltage insulation fault classification from complex bispectrum representation

Mitiche, I., Jenkins, M. D., Boreham, P., Nesbitt, A. & Morison, G., 18 Nov 2019, 2019 27th European Signal Processing Conference (EUSIPCO). IEEE, 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
78 Downloads (Pure)

Ensemble decision systems for general video game playing

Anderson, D., Rodgers, P., Levine, J., Guerrero-Romero, C. & Perez-Liebana, D., 26 Sep 2019, 2019 IEEE Conference on Games (CoG). IEEE, 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
38 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
File
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
File
49 Downloads (Pure)

Low complexity object detection with background subtraction for intelligent remote monitoring

Nazir, S., Hamdoun, H. & Kaleem, M., 29 Jul 2019, 2019 International Conference on Information Science and Communication Technology, ICISCT 2019. IEEE, p. 6-11 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
61 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
File
67 Downloads (Pure)

Naive bayes multi-label classification approach for high-voltage condition monitoring

Mitiche, I., Nesbitt, A., Boreham, P., Stewart, B. G. & Morison, G., 7 Jan 2019, 2018 IEEE International Conference on Internet of Things and Intelligence System (IOTAIS). IEEE, p. 162-166 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
64 Downloads (Pure)

Random network coding for secure packet transmission in SCADA networks

Nazir, S. & Kaleem, M., 18 Feb 2019, 2018 3rd International Conference on Emerging Trends in Engineering, Sciences and Technology (ICEEST) . IEEE, 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
58 Downloads (Pure)

Reliable image notifications for smart home security with MQTT

Nazir, S. & Kaleem, M., 29 Jul 2019, 2019 International Conference on Information Science and Communication Technology, ICISCT 2019. IEEE

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
167 Downloads (Pure)

Segmentation of surface cracks based on a fully convolutional neural network and gated scale pooling

Konig, J., Jenkins, M. D., Barrie, P., Mannion, M. & Morison, G., 18 Nov 2019, 2019 27th European Signal Processing Conference (EUSIPCO). IEEE

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
68 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
File
62 Downloads (Pure)

Teaching data structures through group based collaborative peer interactions

Nazir, S., Naicken, S. & Paterson, J. H., 20 Nov 2019, Proceedings of the 8th Computer Science Education Research Conference (CSERC '19). ACM, p. 98–103 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
53 Downloads (Pure)

Toward a cloud computing learning community

Foster, D., White, L., Erdil, C., Adams, J., Nazir, S., Argüelles, A., Hainey, B., Hyman, H., Lewis, G., Nazir, S., Van Nguyen, Sakr, M. & Stott, L., 31 Dec 2019, ITiCSE-WGR '19: Proceedings of the Working Group Reports on Innovation and Technology in Computer Science Education. ACM, 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
32 Downloads (Pure)

Towards edge-cloud computing

Tianfield, H., 24 Jan 2019, 2018 IEEE International Conference on Big Data. IEEE, p. 4883-4885 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
85 Downloads (Pure)
2018

A deep convolutional neural network for semantic pixel-wise segmentation of road and pavement surface cracks

Jenkins, M. D., Carr, T. A., Iglesias, M. I., Buggy, T. & Morison, G., 3 Dec 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, p. 2120-2124 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
28 Downloads (Pure)

A review of introductory programming research 2003–2017

Luxton-Reilly, A., Simon, Albluwi, I., Becker, B. A., Giannakos, M., Kumar, A. N., Ott, L., Paterson, J., Scott, M., Sheard, J. & Szabo, C., Dec 2018, ITiCSE 2018 Companion: Proceedings Companion of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education. ACM, p. 55-106 52 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
202 Downloads (Pure)

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
File
53 Downloads (Pure)

Classification of multiple electromagnetic interference events in high-voltage power plant

Mitiche, I., Morison, G., Nesbitt, A., Hughes-Narborough, M., Stewart, B. G. & Boreham, P., 13 Dec 2018, 2018 53rd International Universities Power Engineering Conference (UPEC). IEEE, 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
47 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
File
89 Downloads (Pure)

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

Mitiche, I., Morison, G., Hughes-Narborough, M., Nesbitt, A., Boreham, P. & Stewart, B. G., 15 Jan 2018, 2017 IEEE Conference on Electrical Insulation and Dielectric Phenomena (CEIDP). IEEE, p. 335-338 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
53 Downloads (Pure)

Deep residual neural network for EMI event classification using bispectrum representation

Mitiche, I., Jenkins, M. D., Boreham, P., Nesbitt, A., Stewart, B. G. & Morison, G., 3 Dec 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, p. 186-190 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
36 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
File
59 Downloads (Pure)

Ensemble decision making in real-time games

Rodgers, P., Levine, J. & Anderson, D., 15 Oct 2018, 2018 IEEE Conference on Computational Intelligence and Games (CIG). IEEE, 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
67 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
File
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)

Introducing novice programmers to functions and recursion using computer games

Law, B., 4 Oct 2018, ECGBL 2018 12th European Conference on Game-Based Learning. Ciussi, M. (ed.). Academic Conferences and Publishing International Limited, p. 325-334 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

Road crack detection using a single stage detector based deep neural network

Carr, T. A., Jenkins, M. D., Iglesias, M. I., Buggy, T. & Morison, G., 9 Jul 2018, 2018 IEEE Workshop on Environmental, Energy, and Structural Monitoring Systems (EESMS). IEEE, p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
2 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)

Tutor perception of delivery mechanisms for online tutorials

Lambie, I. & Law, B., 1 Nov 2018, Proceedings of the 17th European Conference on e-Learning (ECEL 2018) . Academic Conferences and Publishing International Limited, p. 290-298 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
14 Downloads (Pure)
2017

An evaluation of total variation signal denoising methods for partial discharge signals

Mitiche, I., Morison, G., Nesbitt, A., H.-Narborough, M., Boreham, P. & Stewart, B. G., 7 Nov 2017, 2017 INSUCON - 13th International Electrical Insulation Conference (INSUCON). IEEE, 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
46 Downloads (Pure)