Peter Faber Business School


TypeDepartment
FacultyFaculty of Law and Business

Latest research outputs

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A Survey of Trendy Financial Sector Applications of Machine and Deep Learning
Lestari, Nur Indah, Hussain, Walayat, Merigo, Jose and Bekhit, Mahmoud. (2023). A Survey of Trendy Financial Sector Applications of Machine and Deep Learning. Second EAI International Conference, BigIoT-EDU 2022. Virtual Event 29 - 31 Jul 2022 Switzerland: Springer. pp. 619-633 https://doi.org/10.1007/978-3-031-23944-1

Conference paper

How Do Developers’ Profiles and Experiences Influence their Logging Practices? An Empirical Study of Industrial Practitioners.
Rong, Guoping, Gu, Shenghui, Shen, Haifeng, Zhang, He and Kuang, Hongyu. (2023). How Do Developers’ Profiles and Experiences Influence their Logging Practices? An Empirical Study of Industrial Practitioners. IEEE/ACM 45th International Conference on Software Engineering (ICSE). Melbourne, Australia 14 - 20 May 2023 United States: IEEE Computer Society. pp. 855-867 https://doi.org/10.1109/ICSE48619.2023.00080

Conference paper

Preserving Academic Integrity in Teaching with ChatGPT : Practical Strategies
Raza, Muhammad Raheel and Hussain, Walayat. (2023). Preserving Academic Integrity in Teaching with ChatGPT : Practical Strategies. 2023 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT). 26 - 29 Oct 2023 Italy: IEEE Xplore. pp. 158-162 https://doi.org/10.1109/WI-IAT59888.2023.00027

Conference paper

Input, outcome, and impact : A program-informed model to improve the effectiveness of corporate social marketing
Campbell, Alexander, Deshpande, Sameer, Kumar, Sunil, Rundle-Thiele, Sharyn and West, Tracey. (2023). Input, outcome, and impact : A program-informed model to improve the effectiveness of corporate social marketing. Social Marketing Quarterly. 29(4), pp. 319-349. https://doi.org/10.1177/15245004231209101

Journal article

Board generational cohorts, gender diversity and corporate environmental and social disclosures : Evidence from China
Muniandy, Balachandran, Ali, Muhammad, Huang, Haiyan and Obeng, Victoria. (2023). Board generational cohorts, gender diversity and corporate environmental and social disclosures : Evidence from China. Journal of Accounting and Public Policy. 42(3), p. Article 107066. https://doi.org/10.1016/j.jaccpubpol.2023.107066

Journal article

Evaluating the efficacy of using a novel gaze-based attentive user interface to extend ADHD children's attention span
Shen, Haifeng, Asiry, Othman, Babar, M. Ali and Bednarz, Tomasz. (2023). Evaluating the efficacy of using a novel gaze-based attentive user interface to extend ADHD children's attention span. International Journal of Human-Computer Studies. 169, p. Article 102927. https://doi.org/10.1016/j.ijhcs.2022.102927

Journal article

TrinityRCL : Multi-granular and code-level root cause localization using multiple types of telemetry data in microservice systems
Gu, Shenghui, Rong, Guoping, Ren, Tian, Zhang, He, Shen, Haifeng, Yu, Yongda, Li, Xian, Ouyang, Jian and Chen, Chunan. (2023). TrinityRCL : Multi-granular and code-level root cause localization using multiple types of telemetry data in microservice systems. IEEE Transactions on Software Engineering. 49(5), pp. 3071-3088. https://doi.org/10.1109/TSE.2023.3241299

Journal article

Guest editorial : Machine learning applied to quality and security in software systems [Editorial]
Gao, Honghao, Hussain, Walayat, Barroso, Ramón J. Durán, Arshad, Junaid and Yin, Yuyu. (2023). Guest editorial : Machine learning applied to quality and security in software systems [Editorial]. IET Software. 17(4), pp. 345-347. https://doi.org/10.1049/sfw2.12141

Journal article

Remittance flows and informal economies in post-Soviet transition countries
Kakhkharov, Jakhongir and Rohde, Nicholas. (2023). Remittance flows and informal economies in post-Soviet transition countries. The World Economy. 46, pp. 3057-3080. https://doi.org/10.1111/twec.13375

Journal article

Demo : SenShaMart - A sensor sharing marketplace for IoT
Dawod, Anas, Georgakopoulos, Dimitrios, Jayaraman, Prem Prakash, Milovac, Josip Karabotic, Liao, Kewen and Chrysanthis, Panos K.. (2023). Demo : SenShaMart - A sensor sharing marketplace for IoT. 2023 IEEE 43rd International Conference on Distributed Computing Systems (ICDCS). Hong Kong, China 18 - 21 Jul 2023 IEEE Computer Society. pp. 1025-1028 https://doi.org/10.1109/ICDCS57875.2023.00122

Conference paper

Fed-SC : One-shot federated subspace clustering over high-dimensional data
Xie, Songjie, Wu, Youlong, Liao, Kewen, Chen, Lu, Liu, Chengfei, Shen, Haifeng, Tang, MingJian and Sun, Lu. (2023). Fed-SC : One-shot federated subspace clustering over high-dimensional data. 2023 IEEE 39th International Conference on Data Engineering (ICDE). Anaheim, California, United States of America 03 - 07 Apr 2023 Institute of Electrical and Electronics Engineers Inc.. pp. 2905-2918 https://doi.org/10.1109/ICDE55515.2023.00222

Conference paper

Posting and transfer : The experiences of public sector doctors in two Indian states
Purohit, Bhaskar and Hill, Peter S.. (2023). Posting and transfer : The experiences of public sector doctors in two Indian states. Health Policy and Planning. 38(10), p. 1121–1130. https://doi.org/10.1093/heapol/czad031

Journal article

Efficient algorithm for the k-means problem with Must-Link and Cannot-Link constraints
Jia, Chaoqi, Guo, Longkun, Liao, Kewen and Lu, Zhigang. (2023). Efficient algorithm for the k-means problem with Must-Link and Cannot-Link constraints. Tsinghua Science and Technology. 28(6), pp. 1050-1062. https://doi.org/10.26599/TST.2022.9010056

Journal article

Hamstring strain injury risk factors in Australian Football change over the course of the season
Sim, Aylwin, Timmins, Ryan G., Ruddy, Joshua D., Shen, Haifeng, Liao, Kewen, Maniar, Nirav, Hickey, Jack T., Williams, Morgan D. and Opar, David A.. (2023). Hamstring strain injury risk factors in Australian Football change over the course of the season. Medicine and Science in Sports and Exercise. 56(2), pp. 297-306. https://doi.org/10.1249/MSS.0000000000003297

Journal article

Evaluating interpretable machine learning predictions for cryptocurrencies
Majzoub, Ahmad El, Rabhi, Fethi A. and Hussain, Walayat. (2023). Evaluating interpretable machine learning predictions for cryptocurrencies. Intelligent Systems in Accounting, Finance and Management. pp. 1-13. https://doi.org/10.1002/isaf.1538

Journal article

Mitigating implicit racial bias in tipping : When direct and indirect experience matters
O’Rourke, Anne-Maree, Belli, Alex and Mathmann, Frank. (2023). Mitigating implicit racial bias in tipping : When direct and indirect experience matters. Journal of Consumer Marketing. 40(5), pp. 609-621. https://doi.org/10.1108/JCM-03-2021-4556

Journal article

CAMRL : A joint method of channel attention and multidimensional regression loss for 3D object detection in automated vehicles
Gao, Honghao, Fang, Danqing, Xiao, Junsheng, Hussain, Walayat and Kim, Jung Yoon. (2023). CAMRL : A joint method of channel attention and multidimensional regression loss for 3D object detection in automated vehicles. IEEE Transactions on Intelligent Transportation Systems. 24(8), pp. 8831-8845. https://doi.org/10.1109/TITS.2022.3219474

Journal article

Analysis of changing risk factors and explanation of risk predictions with machine learning for improved hamstring strain injury prevention in Australian football
Sim, Aylwin Chun Wei. (2023). Analysis of changing risk factors and explanation of risk predictions with machine learning for improved hamstring strain injury prevention in Australian football [MPhil Thesis]. Australian Catholic University https://doi.org/10.26199/acu.8z5v5

MPhil Thesis

Integrated AHP-IOWA, POWA framework for ideal cloud provider selection and optimum resource management
Hussain, Walayat, Merigó, José M., Gao, Honghao, Alkalbani, Asma Musabah and Rabhi, Fethi A.. (2023). Integrated AHP-IOWA, POWA framework for ideal cloud provider selection and optimum resource management. IEEE Transactions on Services Computing. 16(1), pp. 370-382. https://doi.org/10.1109/TSC.2021.3124885

Journal article

Complex nonlinear neural network prediction with IOWA layer
Hussain, Walayat, Merigó, Jóse M., Gil-Lafuente, Jaime and Gao, Honghao. (2023). Complex nonlinear neural network prediction with IOWA layer. Soft Computing. 27(8), pp. 4853-4863. https://doi.org/10.1007/s00500-023-07899-2

Journal article

Real-time virtual machine scheduling in industry IoT network : A reinforcement learning method
Ma, Xiaojin, Xu, Huahu, Gao, Honghao, Bian, Minjie and Hussain, Walayat. (2023). Real-time virtual machine scheduling in industry IoT network : A reinforcement learning method. IEEE Transactions on Industrial Informatics. 19(2), pp. 2129-2139. https://doi.org/10.1109/TII.2022.3211622

Journal article

Onsite/offsite social commerce adoption for SMEs using fuzzy linguistic decision making in complex framework
Hussain, Walayat and Merigó, Jose M.. (2023). Onsite/offsite social commerce adoption for SMEs using fuzzy linguistic decision making in complex framework. Journal of Ambient Intelligence and Humanized Computing. 14, pp. 12875-12894. https://doi.org/10.1007/s12652-022-04157-5

Journal article

The limits of transformation : Exploring liminality and the volunteer tourists’ limbo
Tomazos, Konstantinos and Murdy, Samantha. (2023). The limits of transformation : Exploring liminality and the volunteer tourists’ limbo. Tourism Recreation Research. pp. 1-13. https://doi.org/10.1080/02508281.2022.2162695

Journal article

Submodular maximization over data streams with differential privacy noise
Guo, Longkun, Liao, Kewen, Xiao, Di and Yao, Pei. (2023). Submodular maximization over data streams with differential privacy noise. Theoretical Computer Science. 944, p. Article 113625. https://doi.org/10.1016/j.tcs.2022.11.011

Journal article

A metadata-assisted cascading ensemble classification framework for automatic annotation of open IoT data
Montori, Federico, Liao, Kewen, Giosa, Matteo De, Jayaraman, Prem Prakash, Bononi, Luciano, Sellis, Timos and Georgakopoulos, Dimitrios. (2023). A metadata-assisted cascading ensemble classification framework for automatic annotation of open IoT data. IEEE Internet of Things Journal. 10(15), pp. 13401-13413. https://doi.org/10.1109/JIOT.2023.3263213

Journal article

Social advocacy : A conceptual model to extend post-intervention effectiveness
Campbell, Alexander, Deshpande, Sameer, Rundle-Thiele, Sharyn and West, Tracey. (2023). Social advocacy : A conceptual model to extend post-intervention effectiveness. Journal of Strategic Marketing. pp. 1-14. https://doi.org/10.1080/0965254X.2023.2179653

Journal article

Communication strategies : Encouraging healthy diets for on-the-go consumption
Jebarajakirthy, Charles, Das, Manish, Rundle-Thiele, Sharyn and Ahmadi, Hormoz. (2023). Communication strategies : Encouraging healthy diets for on-the-go consumption. Journal of Consumer Marketing. 40(1), pp. 27-43. https://doi.org/10.1108/JCM-06-2021-4693

Journal article

A multipath routing protocol for secure energy efficient communication in Wireless Sensor Networks
Biswas, Kamanashis, Muthukkumarasamy, Vallipuram, Chowdhury, Mohammad Jabed Morshed, Wu, Xin-Wen and Singh, Kalvinder. (2023). A multipath routing protocol for secure energy efficient communication in Wireless Sensor Networks. Computer Networks. 232, p. Article 109842. https://doi.org/10.1016/j.comnet.2023.109842

Journal article

The role of green innovation and hope in employee retention
Fazal-e-Hasan, Syed Muhammad, Ahmadi, Hormoz, Sekhon, Harjit, Mortimer, Gary, Sadiq, Mohd, Kharouf, Husni and Abid, Muhammad. (2023). The role of green innovation and hope in employee retention. Business Strategy And The Environment. 32(1), pp. 220-239. https://doi.org/10.1002/bse.3126

Journal article

Introduction to blockchain technology with Bitcoin protocol
Pillai, Babu, Tharani, Jeyakumar Samantha, Hou, Zhe, Biswas, Kamanashis and Muthukkumarasamy, Vallipuram. (2023). Introduction to blockchain technology with Bitcoin protocol. In In Pal, Shantanu, Jadidi, Zahra, Foo, Ernest and Mukhopadhyay, Subhas C. (Ed.). Emerging smart technologies for critical infrastructure pp. 119-137 Springer. https://doi.org/10.1007/978-3-031-29845-5_6

Book chapter

Logging practices in software engineering : A systematic mapping study
Gu, Shenghui, Rong, Guoping, Zhang, He and Shen, Haifeng. (2023). Logging practices in software engineering : A systematic mapping study. IEEE Transactions on Software Engineering. 49(2), pp. 902-923. https://doi.org/10.1109/TSE.2022.3166924

Journal article

Blockchain interoperability : Performance and security trade-offs
Pillai, Babu, Hóu, Zhé, Biswas, Kamanashis, Bui, Vinh and Muthukkumarasamy, Vallipuram. (2023). Blockchain interoperability : Performance and security trade-offs. 20th ACM Conference on Embedded Networked Sensor Systems (SenSys 2022). Boston, Massachusetts 06 - 09 Nov 2022 New York, New York: Association for Computing Machinery. pp. 1196-1201 https://doi.org/10.1145/3560905.3568176

Conference paper

A reliable vaccine tracking and monitoring system for health clinics using blockchain
Biswas, Kamanashis, Muthukkumarasamy, Vallipuram, Bai, Guangdong and Chowdhury, Mohammad Jabed Morshed. (2023). A reliable vaccine tracking and monitoring system for health clinics using blockchain. Scientific Reports. 13, p. Article 570. https://doi.org/10.1038/s41598-022-26029-w

Journal article

Unraveling customer repurchase intention in OFDL context : An investigation using a hybrid technique of SEM and fsQCA
Dogra, Nikhil, Adil, Mohd, Sadiq, Mohd, Dash, Ganesh and Paul, Justin. (2023). Unraveling customer repurchase intention in OFDL context : An investigation using a hybrid technique of SEM and fsQCA. Journal of Retailing and Consumer Services. 72, p. Article 103281. https://doi.org/10.1016/j.jretconser.2023.103281

Journal article

Academic health science centres as vehicles for knowledge mobilisation in Australia? A qualitative study
Edelman, Alexandra, Clay-Williams, Robyn, Fischer, Michael, Kislov, Roman, Kitson, Alison, McLoughlin, Ian, Skouteris, Helen and Harvey, Gill. (2022). Academic health science centres as vehicles for knowledge mobilisation in Australia? A qualitative study. International Journal of Health Policy and Management. 11(6), pp. 840-846. https://doi.org/10.34172/ijhpm.2020.247

Journal article

Empowering low-socioeconomic status parents to support their children in participating in tertiary education : Co-created digital resources for diverse parent personas
Russell-Bennett, Rebekah, Raciti, Maria, Letheren, Kate and Drennan, Judy. (2022). Empowering low-socioeconomic status parents to support their children in participating in tertiary education : Co-created digital resources for diverse parent personas. Higher Education Research and Development. 41(2), pp. 527-545. https://doi.org/10.1080/07294360.2020.1837742

Journal article

Evolving Hybrid partial genetic algorithm classification model for cost-effective frailty screening : Investigative study
Oates, John, Shafiabady, Niusha, Ambagtsheer, Rachel, Beilby, Justin, Seiboth, Chris and Dent, Elsa. (2022). Evolving Hybrid partial genetic algorithm classification model for cost-effective frailty screening : Investigative study. JMIR Aging. 5(4), p. Article e38464. https://doi.org/10.2196/38464

Journal article

A strengths-based approach to eliciting deep insights from social marketing customers experiencing vulnerability
Raciti, Maria M., Russell-Bennett, Rebekah and Letheren, Kate. (2022). A strengths-based approach to eliciting deep insights from social marketing customers experiencing vulnerability. Journal of Marketing Management. 38(11-12), pp. 1137-1177. https://doi.org/10.1080/0267257X.2022.2092196

Journal article

The impact of corporate ESG performance disclosure across Australian industries
Arian, Adam, Sands, John and Shams, Syed. (2022). The impact of corporate ESG performance disclosure across Australian industries. Australasian Journal of Economics Education. 16(4), pp. 180-200. https://doi.org/10.14453/aabfj.v16i4.10

Journal article

Corporates’ sustainability disclosures impact on cost of capital and idiosyncratic risk
Arian, Adam, Sands, John and Shams, Syed. (2022). Corporates’ sustainability disclosures impact on cost of capital and idiosyncratic risk. Meditari Accountancy Research. 31(4), pp. 861-886. https://doi.org/10.1108/MEDAR-06-2020-0926

Journal article

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