Murdoch University Research Repository

Welcome to the Murdoch University Research Repository

The Murdoch University Research Repository is an open access digital collection of research
created by Murdoch University staff, researchers and postgraduate students.

Learn more

Publications: IT, Media and Communications

Export as [feed] RSS
Group by: Item Type | Year
Number of items at this level: 129.

Journal Article

Afamefuna, E., Lee, D. and Trees, K. (2021) Local perceptions of tourism development and socio-cultural impacts in Nigeria. Tourism Planning & Development .

Archer, C., Sison, M., Gaddi, B. and O’Mahony, L. (2022) Bodies of/at Work: How women of colour experienced their workplaces and have been expected to ‘Perform’ during the COVID-19 pandemic. Journal of Intercultural Studies . pp. 1-22.

Awan, S.E., Bennamoun, M., Sohel, F., Sanfilippo, F. and Dwivedi, G. (2022) A reinforcement learning-based approach for imputing missing data. Neural Computing and Applications .

Ayris, D., Imtiaz, M., Horbury, K., Williams, B., Blackney, M., Hui See, C.S. and Shah, S.A.A. (2022) Novel deep learning approach to model and predict the spread of COVID-19. Intelligent Systems with Applications, 14 . Art. 200068.

Bansal, J.C., Fung, C.C.ORCID: 0000-0001-5182-3558, Simic, M. and Ghosh, A. (2021) Preface. Advances in Intelligent Systems and Computing, 1319 . v-vi.

Bax, S., McGill, T. and Hobbs, V. (2021) Maladaptive behaviour in response to email phishing threats: The roles of rewards and response costs. Computers & Security, 106 . Art. 102278.

Ben Charrada, T., Tabia, H., Chetouani, A. and Laga, H.ORCID: 0000-0002-4758-7510 (2022) TopoNet: Topology Learning for 3D Reconstruction of Objects of Arbitrary Genus. Computer Graphics Forum . Early View.

Chantamunee, S., Wong, K.W. and Fung, C.C.ORCID: 0000-0001-5182-3558 (2022) Relation-aware collaborative autoencoder for personalized multiple facet selection. Knowledge-Based Systems, 246 . Art. 108683.

Chen, L., Fu, Q., Mu, Y., Zeng, L., Rezaeibagha, F. and Hwang, M-S (2022) Blockchain-based random auditor committee for integrity verification. Future Generation Computer Systems, 131 . pp. 183-193.

Chidukwani, A., Zander, S. and Koutsakis, P.ORCID: 0000-0002-4168-0888 (2022) A survey on the cyber security of Small-to-Medium businesses: Challenges, research focus and recommendations. IEEE Access, 10 . pp. 85701-85719.

Dabare, R., Wong, K.W., Shiratuddin, M.F. and Koutsakis, P.ORCID: 0000-0002-4168-0888 (2021) A fuzzy data augmentation technique to improve regularisation. International Journal of Intelligent Systems . Early View.

Gerdroodbari, Y.Z., Razzaghi, R. and Shahnia, F.ORCID: 0000-0002-8434-0525 (2022) Improving voltage regulation and unbalance in distribution networks using Peer-to-Peer data sharing between Single-Phase PV Inverters. IEEE Transactions on Power Delivery, 37 (4). pp. 2629-2639.

Haque, Md.R. and Sohel, F. (2022) Deep network with score level fusion and inference-based transfer learning to recognize leaf blight and fruit rot diseases of eggplant. Agriculture, 12 (8). Article 1160.

Hardley, J.ORCID: 0000-0002-0029-3726 (2021) Embodied perceptions of darkness: Multistable experiences of mobile media in the urban night. M/C Journal: A Journal of Media and Culture, 24 (2).

Hardley, J.ORCID: 0000-0002-0029-3726 and Richardson, I. (2021) Digital placemaking and networked corporeality: Embodied mobile media practices in domestic space during Covid-19. Convergence: The International Journal of Research into New Media Technologies, 27 (3). pp. 625-636.

Hardley, J.ORCID: 0000-0002-0029-3726 and Richardson, I. (2021) Mistrust of the city at night: Networked connectivity and embodied perceptions of risk and safety. Australian Feminist Studies .

Hasan, A.S.M.M., Sohel, F., Diepeveen, D.ORCID: 0000-0002-1535-8019, Laga, H.ORCID: 0000-0002-4758-7510 and Jones, M.G.K.ORCID: 0000-0001-5002-0227 (2022) Weed recognition using deep learning techniques on class-imbalanced imagery. Crop and Pasture Science . Online Early.

Hasan, A.S.M.M., Sohel, F., Diepeveen, D.ORCID: 0000-0002-1535-8019, Laga, H.ORCID: 0000-0002-4758-7510 and Jones, M.G.K.ORCID: 0000-0001-5002-0227 (2021) A survey of deep learning techniques for weed detection from images. Computers and Electronics in Agriculture, 184 . Article 106067.

Herne, R., Shiratuddin, M.F., Rai, S., Blacker, D. and Laga, H.ORCID: 0000-0002-4758-7510 (2022) Improving engagement of stroke survivors using desktop virtual Reality-Based serious games for upper limb rehabilitation: A multiple case study. IEEE Access, 10 . pp. 46354-46371.

Hossain, M.T., Teng, S.W., Sohel, F. and Lu, G. (2021) Robust image classification using a Low-Pass activation function and DCT augmentation. IEEE Access, 9 . pp. 86460-86474.

Hossain, Md.S., Alharbi, A.G., Islam, K.Z. and Islam, Md.R. (2021) Techno-economic analysis of the hybrid solar PV/H/fuel cell based supply scheme for green mobile communication. Sustainability, 13 (22). Article 12508.

Hossain, Md.S., Islam, K.Z., Alharbi, A.G., Shafiullah, M., Islam, Md.R. and Fekih, A. (2022) Optimal Design of a hybrid solar PV/BG-powered heterogeneous network. Sustainability, 14 (4). Article 2201.

Huang, K., Mu, Y., Rezaeibagha, F., He, Z., Zhang, X. and Gope, P. (2021) BA2P : Bidirectional and anonymous auction protocol with dispute-freeness. Security and Communication Networks, 2021 . Art. 6690766.

Huang, K., Zhang, X., Mu, Y., Rezaeibagha, F., Huang, X. and Gong, Y. (2022) Blockchain‐based deduplication with arbitration and incentives. IET Information Security . Early View.

Hussain, S., Sajid Ullah, S., Shorfuzzaman, M., Uddin, M. and Kaosar, M. (2021) Cryptanalysis of an online/offline certificateless signature scheme for Internet of Health Things. Intelligent Automation & Soft Computing, 30 (3). pp. 983-993.

Hutcheon, A. and Hardley, J.ORCID: 0000-0002-0029-3726 (2021) Book Review: Germaine Halegoua, The Digital City: Media and the Social Production of Place. New York: New York University Press. 280 pages. ISBN: 1479882194, $30.00 (pbk). Mobile Media & Communication, 9 (3). pp. 605-606.

Islam, M., Reza, Md.T., Kaosar, M. and Parvez, M.Z. (2022) Effectiveness of federated learning and CNN ensemble architectures for identifying brain tumors using MRI images. Neural Processing Letters .

Jiow, H.J., Mwagwabi, F. and Low-Lim, A. (2021) Effectiveness of protection motivation theory based: Password hygiene training programme for youth media literacy education. Journal of Media Literacy Education, 13 (1). pp. 67-78.

Jospin, L.V., Laga, H.ORCID: 0000-0002-4758-7510, Boussaid, F., Buntine, W. and Bennamoun, M. (2022) Hands-On Bayesian Neural Networks—A Tutorial for Deep Learning Users. IEEE Computational Intelligence Magazine, 17 (2). pp. 29-48.

Kagita, M.K., Thilakarathne, N., Bojja, G.R. and Kaosar, M. (2021) A lossless compression technique for Huffman-based differential encoding in IoT for smart agriculture. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 29 (Supp. 02). pp. 317-332.

Kessentini, Y., Laga, H.ORCID: 0000-0002-4758-7510 and Tabia, H. (2022) Editorial for topical collections on emerging trends in artificial intelligence and machine learning. Neural Computing and Applications, 34 . Art. 14121.

Khan, M.A.R, Kaosar, M.G., Shorfuzzaman, M. and Jakimoski, K. (2022) A New Handover Management Model for Two-Tier 5G Mobile Networks. Computers, Materials & Continua, 71 (3). pp. 5491-5509.

Khotimah, W.N., Boussaid, F., Sohel, F., Xu, L., Edwards, D., Jin, X. and Bennamoun, M. (2022) SC-CAN: Spectral Convolution and Channel Attention Network for wheat stress classification. Remote Sensing, 14 (17). Article 4288.

Kwok, S.W.H., Vadde, S.K. and Wang, G.ORCID: 0000-0002-5258-0532 (2021) Tweet topics and sentiments relating to COVID-19 vaccination among Australian Twitter users: Machine learning analysis. Journal of Medical Internet Research, 23 (5). e26953.

Laga, H.ORCID: 0000-0002-4758-7510, Jospin, L.V., Boussaid, F. and Bennamoun, M. (2020) A survey on deep learning techniques for Stereo-based depth estimation. IEEE Transactions on Pattern Analysis and Machine Intelligence .

Lee, S-B, Ko, E-H, Park, J.Y. and Oh, J-M (2021) Mixed metal oxide by calcination of layered double hydroxide: Parameters affecting specific surface area. Nanomaterials, 11 (5). Article 1153.

Li, S., Wong, K.W., Fung, C.C.ORCID: 0000-0001-5182-3558 and Zhu, D. (2021) Improving question answering over knowledge graphs using graph summarization. Lecture Notes in Computer Science, 13111 . pp. 489-500.

Lu, J., Hutchens, R., Hung, J., Bennamoun, M., McQuillan, B., Briffa, T., Sohel, F., Murray, K., Stewart, J., Chow, B., Sanfilippo, F. and Dwivedi, G. (2022) Performance of multilabel machine learning models and risk stratification schemas for predicting stroke and bleeding risk in patients with non-valvular atrial fibrillation. Computers in Biology and Medicine, 150 . Art. 106126.

Lu, J., Wang, L., Bennamoun, M., Ward, I., An, S., Sohel, F., Chow, B.J.W., Dwivedi, G. and Sanfilippo, F.M. (2021) Machine learning risk prediction model for acute coronary syndrome and death from use of non-steroidal anti-inflammatory drugs in administrative data. Scientific Reports, 11 (1). Art. 18314.

Lubna, ., Mufti, N. and Shah, S.A.A. (2021) Automatic number plate recognition: A detailed survey of relevant algorithms. Sensors, 21 (9). Article 3028.

Makhdoom, I., Hayawi, K., Kaosar, M., Mathew, S.S. and Ho, P-H (2021) D2Gen: A decentralized device genome based integrity verification mechanism for collaborative intrusion detection systems. IEEE Access, 9 . pp. 137260-137280.

Mann, G., Kishore, B. and Dhillon, P. (2021) A natural language generation technique for automated psychotherapy. Lecture Notes in Computer Science, 12640 . pp. 33-41.

Mantoro, T., Lee, M., Ayu, M.A., Wong, K.W. and Hidayanto, A.N. (2021) Preface. Lecture Notes in Computer Science, 13111 . v-vi.

Mantoro, T., Lee, M., Ayu, M.A., Wong, K.W. and Hidayanto, A.N. (2021) Preface. Communications in Computer and Information Science, 1517 .

McGill, T. and Thompson, N. (2021) Exploring potential gender differences in information security and privacy. Information & Computer Security, ahead-of-print .

Mian, A.S., Wang, L., Wang, R., Laga, H.ORCID: 0000-0002-4758-7510 and Akhtar, N. (2021) Neural computing and applications (NCAA) special issue on best of DICTA 2019 papers. Neural Computing and Applications .

Muzahid, A.A.M., Wanggen, W., Sohel, F., Bennamoun, M., Hou, L. and Ullah, H. (2022) Erratum to “Progressive conditional GAN-based augmentation for 3D object recognition” [Neurocomputing 460 (2021) 20–30]. Neurocomputing, 473 . Art. 158.

Muzahid, A.A.M., Wanggen, W., Sohel, F., Bennamoun, M., Hou, L. and Ullah, H. (2021) Progressive conditional GAN-based augmentation for 3D object recognition. Neurocomputing, 460 . pp. 20-30.

Mwagwabi, F. and Hee Jiow, J. (2021) Compliance with security guidelines in teenagers. Australasian Journal of Information Systems, 25 .

Nadeem, U., Shah, S.A.A., Bennamoun, M., Togneri, R. and Sohel, F. (2021) Real time surveillance for low resolution and limited data scenarios: An image set classification approach. Information Sciences, 580 . pp. 578-597.

Nadia, A., Hossain, M.S., Hasan, M.M., Islam, K.Z. and Miah, S. (2021) Quantifying TRM by Modified DCQ Load Flow Method. European Journal of Electrical Engineering, 23 (2). pp. 157-163.

Nassar, M.A., Luxford, L., Cole, P., Oatley, G. and Koutsakis, P.ORCID: 0000-0002-4168-0888 (2021) Real-time localisation system for GPS-denied open areas using smart street furniture. Simulation Modelling Practice and Theory, 112 . Art. 102372.

Om, K., McGill, T., Dixon, M., Wong, K.W. and Koutsakis, P.ORCID: 0000-0002-4168-0888 (2022) H.264 and H.265 video traffic modeling using neural networks. Computer Communications, 184 . pp. 149-159.

Om, K., Singh, R., Snehdeep, ., Kaur, A., Deepika, ., Kaur, A., McGill, T., Dixon, M., Wong, K.W. and Koutsakis, P.ORCID: 0000-0002-4168-0888 (2022) Artificial intelligence – Based video traffic policing for next generation networks. Simulation Modelling Practice and Theory, 121 . Art. 102650.

O’Mahony, L., Merchant, M.ORCID: 0000-0003-0923-1561 and Order, S. (2021) Necropolitics in a post-apocalyptic zombie diaspora: The case of AMC’s The Walking Dead. Journal of Postcolonial Writing, 57 (1). pp. 89-103.

Pais, S., Petrova, K. and Parry, D. (2021) Enhancing system acceptance through user-centred design: Integrating patient generated wellness data. Sensors, 22 (1). Article 45.

Papamichou, D., Panagiotakos, D.B., Holmes, E., Koutsakis, P.ORCID: 0000-0002-4168-0888, Katsoulotos, H., Loo, R.L. and Itsiopoulos, C. (2021) The rationale and design of a Mediterranean diet accompanied by time restricted feeding to optimise the management of type 2 diabetes: the MedDietFast randomised controlled trial. Nutrition, Metabolism and Cardiovascular Diseases, 32 (1). pp. 220-230.

Qin, B., Bai, X., Zheng, D., Cui, H.ORCID: 0000-0002-5820-2233 and Luo, Y. (2021) Forward-Secure Revocable Identity-Based Encryption. Lecture Notes in Computer Science, 12919 . pp. 321-340.

Qin, B., Cui, H.ORCID: 0000-0002-5820-2233, Zheng, X. and Zheng, D. (2021) Improved security model for Public-Key authenticated encryption with keyword search. Lecture Notes in Computer Science, 13059 . pp. 19-38.

Rezaeibagha, F., Mu, Y., Huang, K., Chen, L. and Zhang, L. (2021) Toward secure data computation and outsource for Multi-User Cloud-Based IoT. IEEE Transactions on Cloud Computing . Early Access.

Rezaeibagha, F., Mu, Y., Huang, K., Zhang, L. and Huang, X. (2021) Secure and Privacy-Preserved data collection for IoT wireless sensors. IEEE Internet of Things Journal .

Shammi, S., Sohel, F., Diepeveen, D.ORCID: 0000-0002-1535-8019, Zander, S. and Jones, M.G.K.ORCID: 0000-0001-5002-0227 (2022) A survey of image-based computational learning techniques for frost detection in plants. Information Processing in Agriculture . In Press.

Shammi, S., Sohel, F., Diepeveen, D.ORCID: 0000-0002-1535-8019, Zander, S., Jones, M.G.K.ORCID: 0000-0001-5002-0227, Bekuma, A. and Biddulph, B. (2022) Machine learning-based detection of freezing events using infrared thermography. Computers and Electronics in Agriculture, 198 . Art. 107013.

Shermin, T., Lu, G., Teng, S.W., Murshed, M. and Sohel, F. (2021) Adversarial network with multiple classifiers for open set domain adaptation. IEEE Transactions on Multimedia, 23 . pp. 2732-2744.

Shermin, T., Teng, S.W., Sohel, F., Murshed, M. and Lu, G. (2022) Bidirectional mapping coupled GAN for generalized Zero-Shot learning. IEEE Transactions on Image Processing, 31 . pp. 721-733.

Shermin, T., Teng, S.W., Sohel, F., Murshed, M. and Lu, G. (2022) Integrated generalized zero-shot learning for fine-grained classification. Pattern Recognition, 122 . Art. 108246.

Sivaramakrishnan, J., Lee, G., Parlevliet, D. and Wong, K.W. (2022) Margin-based approach for outlier detection of industrial design data using a modified general regression neural network. Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 36 . Art. e7.

Stevens, J.D., Murray, D., Diepeveen, D.ORCID: 0000-0002-1535-8019 and Toohey, D.ORCID: 0000-0002-9900-5383 (2022) Adaptalight: An inexpensive PAR sensor system for daylight harvesting in a Micro Indoor Smart Hydroponic System. Horticulturae, 8 (2). Article 105.

Studiawan, H. and Sohel, F. (2021) Anomaly detection in a forensic timeline with deep autoencoders. Journal of Information Security and Applications, 63 . Art. 103002.

Sturma, M. (2021) Swordplay: Lord Mountbatten, Count Terauchi and the Japanese surrender in Southeast Asia. The English Historical Review, 136 (580). pp. 651-671.

Sung, C-S and Park, J.Y. (2021) Correction to: Design of an intelligent video surveillance system for crime prevention: applying deep learning technology. Multimedia Tools and Applications .

Sung, C-S and Park, J.Y. (2021) Design of an intelligent video surveillance system for crime prevention: Applying deep learning technology. Multimedia Tools and Applications .

Sung, C.S. and Park, J.Y. (2021) Understanding of blockchain-based identity management system adoption in the public sector. Journal of Enterprise Information Management . ahead-of-print.

Suparwito, H., Thomas, D.T., Wong, K.W., Xie, H. and Rai, S. (2021) The use of animal sensor data for predicting sheep metabolisable energy intake using machine learning. Information Processing in Agriculture . In Press.

Turner, K.E., Thompson, A.ORCID: 0000-0001-7121-7459, Harris, I., Ferguson, M. and Sohel, F. (2022) Deep learning based classification of sheep behaviour from accelerometer data with imbalance. Information Processing in Agriculture . In Press.

Wan, Z., Liu, W. and Cui, H.ORCID: 0000-0002-5820-2233 (2022) HIBEChain: A Hierarchical Identity-based Blockchain System for Large-Scale IoT. IEEE Transactions on Dependable and Secure Computing . Early Access.

Wang, G.ORCID: 0000-0002-5258-0532 and Wong, K.W. (2022) An accuracy-maximization learning framework for supervised and semi-supervised imbalanced data. Knowledge-Based Systems, 255 . Art. 109678.

Wang, X., Cai, M., Sohel, F., Sang, N. and Chang, Z. (2021) Adversarial point cloud perturbations against 3D object detection in autonomous driving systems. Neurocomputing, 466 . pp. 27-36.

Wang, X.ORCID: 0000-0002-1557-8265 and Xu, J. (2021) Deterrence and leadership factors: Which are important for information security policy compliance in the hotel industry. Tourism Management, 84 . Art. 104282.

Weerakody, P.B., Wong, K.W., Wang, G.ORCID: 0000-0002-5258-0532 and Ela, W. (2021) A review of irregular time series data handling with gated recurrent neural networks. Neurocomputing, 441 . pp. 161-178.

Weerasinghe, M.M.A., Wang, G. and Parry, D. (2022) Emotional stress classification using spiking neural networks. Psychology & Neuroscience .

Williams, D.K., Archer, C.J. and O’Mahony, L. (2021) Calm the farm or incite a riot? Animal activists and the news media: A public relations case study in agenda-setting and framing. Public Relations Inquiry . Online First.

Wu, Q., Lai, T., Zhang, L., Mu, Y. and Rezaeibagha, F. (2022) Blockchain-enabled multi-authorization and multi-cloud attribute-based keyword search over encrypted data in the cloud. Journal of Systems Architecture, 129 . Art. 102569.

Wu, Q., Li, L., Zhang, L., Mu, Y. and Rezaeibagha, F. (2022) Secure and Efficient General Circuits Attribute-Based Access Control in Cloud Computing. IEEE Systems Journal . pp. 1-11.

Xue, Y., Chen, L., Mu, Y., Zeng, L., Rezaeibagha, F. and Deng, R.H. (2022) Structured encryption for knowledge graphs. Information Sciences, 605 . pp. 43-70.

Yan, S., Cheng, K.Y., Ginige, M.P., Morris, C., Deng, X., Li, J., Song, S., Zheng, G., Zhou, L. and Kaksonen, A.H. (2022) Sequential removal of selenate, nitrate and sulfate and recovery of elemental selenium in a multi-stage bioreactor process with redox potential feedback control. Journal of Hazardous Materials, 424 . Art. 127539.

Zeng, Z., Wang, T., Ma, F., Zhang, L., Shen, P., Shah, S.A.A. and Bennamoun, M. (2022) Probability-based framework to fuse temporal consistency and semantic information for background segmentation. IEEE Transactions on Multimedia, 24 . pp. 740-754.

Zhang, D., Shafiullah, GM.ORCID: 0000-0002-2211-184X, Das, C.K. and Wong, K.W. (2022) A systematic review of optimal planning and deployment of distributed generation and energy storage systems in power networks. Journal of Energy Storage, 56 (Pt. A). Art. 105937.

Zhang, L., Li, J., Li, P., Lu, X., Gong, M., Shen, P., Zhu, G., Shah, S.A.A., Bennamoun, M., Qian, K. and Schuller, B.W. (2022) MEDAS: an open-source platform as a service to help break the walls between medicine and informatics. Neural Computing and Applications .

Zhang, L., Zhang, Y., Wu, Q., Mu, Y. and Rezaeibagha, F. (2022) A secure and efficient decentralized access control scheme based on blockchain for vehicular social networks. IEEE Internet of Things Journal . Early Access-1.

Zhang, Y., Wang, G.ORCID: 0000-0002-5258-0532, Chung, F-L and Wang, S. (2022) A fuzzy system with common linear-term consequents equivalent to FLNN and GMM. International Journal of Machine Learning and Cybernetics .

Conference Paper

Chimeura, T. and Kaosar, M. (2020) User identity preservation and data protection in the Internet of Things. In: 2nd African International Conference on Industrial Engineering and Operations Management, 7 - 10 December 2020, Harare, Zimbabwe

Edwards, G., Subianto, N., Englund, D., Goh, J.W., Coughran, N., Milton, Z., Mirnateghi, N. and Shah, S.A.A. (2021) The Role of Machine Learning in Game Development Domain - A Review of Current Trends and Future Directions. In: 2021 Digital Image Computing: Techniques and Applications (DICTA), 29 Nov. - 1 Dec. 2021, Gold Coast, QLD

Gu, S., Wang, S. and Wang, G.ORCID: 0000-0002-5258-0532 (2020) A novel stylistic classification method and its experimental study. In: 14th International FLINS Conference (FLINS 2020): Developments of Artificial Intelligence Technologies in Computation and Robotics, 18 - 21 August 2020, Cologne, Germany

Makhdoom, I., Hayawi, K., Kaosar, M., Mathew, S.S. and Masud, M.M. (2021) Blockchain-based Secure CIDS Operation. In: 5th Cyber Security in Networking Conference (CSNet) 2021, 12 - 14 October 2021, Abu Dhabi, United Arab Emirates

Makhdoom, L., Hayawi, K., Kaosar, M., Mathew, S. and Masud, M. (2021) Blockchain-based Secure CIDS Operation. In: 5th Cyber Security in Networking Conference (CSNet 2021), 12 - 14 October 2014, Abu Dhabi, UAE

Mwagwabi, F. (2021) Designing assessments and LMS that foster student well-being in a fully virtual learning environment during and beyond the COVID-19 pandemic: A longitudinal study. In: VIRTUAL WA Teaching and Learning Forum 2021, 28 January 2021, Online via Microsoft Teams

Mwagwabi, F. and Lim, T. (2021) Creating supportive online learning environment and training experiences: The future of life-long learning for older adults? In: EngAGE Ageing Symposium 2021, 12 November 2021, Online via YouTube Live

Mwagwabi, F. and Lim, T. (2021) The role of ICT and new media in improving older adults’ quality of life: Mixed methods. In: Leisure for Older Adults in Asia, 19-20 January 2021, Online via Zoom

Orr, M., Van Kessel, K. and Parry, D. (2022) The ethical role of computational linguistics in digital psychological formulation and suicide prevention. In: Eighth Workshop on Computational Linguistics and Clinical Psychology, 15 July 2022, Seattle, WA

Shahraki, A., Abbasi, M., Taherkordi, A. and Kaosar, M. (2021) Internet traffic classification using an ensemble of deep convolutional neural networks. In: 4th FlexNets Workshop on Flexible Networks Artificial Intelligence Supported Network Flexibility and Agility (Part of SIGCOMM '21), 23 August 2021, Virtual pp. 38-43.

Sharif, N., Bennamoun, M., Liu, W. and Shah, S.A.A. (2021) SubICap: Towards Subword-informed Image Captioning. In: IEEE Winter Conference on Applications of Computer Vision (WACV) 2021, 3 - 8 January 2021, Waikoloa, HI, USA

Sharif, N., Jalwana, M.A.A.K., Bennamoun, M., Liu, W. and Shah, S.A.A. (2020) Leveraging Linguistically-aware Object Relations and NASNet for Image Captioning. In: 35th International Conference on Image and Vision Computing New Zealand (IVCNZ), 25 - 27 November 2020, Wellington, New Zealand

Sharif, N., White, L., Bennamoun, M., Liu, W. and Shah, S.A.A. (2020) WEmbSim: A simple yet effective metric for image captioning. In: 2020 Digital Image Computing: Techniques and Applications (DICTA), 29 Nov. - 2 Dec. 2020, Melbourne, Australia

Wang, X., Lin, X., Gewald, H. and Prentice, C. (2020) Too old to shop? A comparative analysis of the engagement of junior and senior customers in social commerce. In: 53rd Annual Hawaii International Conference on System Sciences (HICSS 2020), 7 - 10 January 2020, Kauai, Hawaii

Wang, Z., Wang, X., Sohel, F., Bennamoun, M., Liao, Y. and Yu, J. (2022) Adversary distillation for One-Shot attacks on 3D target tracking. In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing, 23 - 27 May 2022, Singapore pp. 2749-2453.

Wang, Z., Wang, X., Sohel, F. and Liao, Y. (2021) PD-Net: Point Dropping Network for Flexible Adversarial Example Generation with Lo Regularization. In: International Joint Conference on Neural Networks (IJCNN) 2021, 18 - 22 July 2021, Shenzhen, China

Xu, L., Ouyang, W., Bennamoun, M., Boussaid, F., Sohel, F. and Xu, D. (2021) Leveraging auxiliary tasks with affinity learning for weakly supervised semantic segmentation. In: IEEE/CVF International Conference on Computer Vision (ICCV) 2021, 10 - 17 2021, Montreal, QC, Canada pp. 6964-6973.

Zhang, L., Liu, Y., Xiao, H., Yang, L., Zhu, G., Shah, S.A.A., Bennamoun, M. and Shen, P. (2020) Efficient scene text detection with textual attention tower. In: IEEE International Conference on Acoustics, Speech and Signal Processing(ICASSP) 2020, 4 - 8 May 2020, Barcelona, Spain

Conference Item

Stever, I. and Nalloor, J.J. (2022) Professionalization, cultural adaptation and the history and impact of the Middle Eastern Public Relations Association (MEPRA). In: International History of Public Relations Conference 2022, 6-7 July 2022, Bournemouth University, UK.

Book Chapter

Bhuiyan, M.N., Masum Billah, Md., Saha, D., Rahman, M.M.ORCID: 0000-0002-6778-7931 and Kaosar, M. (2022) IoT based health monitoring system and its challenges and opportunities. In: Boulouard, Z., Ouaissa, M., Ouaissa, M. and El Himer, S., (eds.) AI and IoT for Sustainable Development in Emerging Countries. Springer, Cham, pp. 403-415.

Dabare, R., Wong, K.W., Shiratuddin, M.F. and Koutsakis, P.ORCID: 0000-0002-4168-0888 (2021) Fuzzy data augmentation for handling overlapped and imbalanced data. In: Neural Information Processing. Springer Verlag, pp. 625-633.

Husain, A., Shiratuddin, M.F. and Wong, K.W. (2022) Validating the proposed framework for visualising music mood using visual texture. In: Lv, Z. and Song, H., (eds.) Intelligent Technologies for Interactive Entertainment 13th EAI International Conference, INTETAIN 2021, Virtual Event, December 3-4, 2021, Proceedings. Springer Cham, pp. 142-160.

Liu, J.K. and Cui, H.ORCID: 0000-0002-5820-2233 Preface. In: Liu, J.K. and Cui, H., (eds.) Information Security and Privacy: 25th Australasian Conference, ACISP 2020, Perth, WA, Australia, November 30 – December 2, 2020, Proceedings. Springer, Cham, Switzerland, v-v.

Ouaissa, M., Boulouard, Z., Ouaissa, M., Khan, I.U. and Kaosar, M. (2022) Preface. In: Ouaissa, M., Boulouard, Z., Ouaissa, M. and Maleh, Y., (eds.) Artificial Intelligence of Things in Smart Environments. De Gruyter, V-VI.


Ali, Mohamed (2020) Real-time localisation system for GPS denied open areas using smart street furniture. PhD thesis, Murdoch University.

Chantamunee, Siripinyo (2021) Collaborative personalised dynamic faceted search. PhD thesis, Murdoch University.

Hill, Julie (2021) Living stories. Experimental narrative enquiry for developing diverse value-propositions for a campaign on regenerative agriculture. Masters by Research thesis, Murdoch University.

Lee, Howard Kwai Hou (2021) Media governance in Singapore – efficacy and challenges. PhD thesis, Murdoch University.

Om, Khandu (2022) AI models of video and email traffic for anticipatory networking. PhD thesis, Murdoch University.

Panicker, Sanil (2021) Formulation of nuclear power plant testbed and deep learning based anomaly detection mechanism for Industrial Control Systems. PhD thesis, Murdoch University.

Pusey, Megan E. (2021) Exploring the relationship between cognitively challenging puzzle video games and resilient behaviours. PhD thesis, Murdoch University.

Somaratne, Govini Tantrige Upeka Vianthi (2021) Translating AI to digital pathology workflow: Dealing with scarce data and high variation by minimising complexities in data and models. PhD thesis, Murdoch University.

Tahir, Sharjeel (2021) EMOTENET: Deep neural network for facial emotion recognition using image set classification. Masters by Research thesis, Murdoch University.

Tenzin, Sonam (2021) An investigation of the factors that influence information security culture in government organisations in Bhutan. Professional Doctorate thesis, Murdoch University.

Vlasich, Eliza Jane (2022) Exploring social media use by local tourism providers in rural Western Australia. Masters by Research thesis, Murdoch University.

Watson, Shalini (2021) Learning designs incorporating animated pedagogical agents: Their potential for improving academic writing competence, writing self-efficacy, and reducing writing anxiety. PhD thesis, Murdoch University.

Xu, ElaineORCID: 0000-0002-1482-2836 (2021) Communicating distant suffering and charitable actions: Framing consumer decisions as remedies for water insecurity. PhD thesis, Murdoch University.

Zaidi, Fatima (2021) Deep learning-based scale-invariant cancer detection from whole slide image. Masters by Research thesis, Murdoch University.

This list was generated on Sat Jan 28 03:02:10 2023 UTC.