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2022 IISRI Annual Report

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A Deep Reinforcement Learning Based Motion Cueing Algorithm for Vehicle Driving Simulation

2024 / Scheidel H, Asadi H, Bellmann T, Seefried A, Mohamed S, Nahavandi S.
IEEE Transactions on Vehicular Technology, Pg 1 - 11. Institute of Electrical and Electronics Engineers (IEEE). https://dx.doi.org/10.1109/TVT.2024.3375941

A Framework for Robust Deep Learning Models Against Adversarial Attacks Based on a Protection Layer Approach

2024 / Al-Andoli MN, Tan SC, Sim KS, Goh PY, Lim CP.
IEEE Access, Vol 12. Pg 17522 - 17540. Institute of Electrical and Electronics Engineers (IEEE). https://dx.doi.org/10.1109/access.2024.3354699

A novel interval estimation framework for wind power forecasting using multi-objective gradient descent optimization

2024 / Chen Y, Yu SS, Lim CP, Shi P.
Sustainable Energy, Grids and Networks, Vol 38. Pg 101363. Elsevier BV. https://dx.doi.org/10.1016/j.segan.2024.101363

A novel myocarditis detection combining deep reinforcement learning and an improved differential evolution algorithm

2024 / Yang J, Sadiq T, Xiong J, Awais M, Bhatti UA, Alizadehsani R, Gorriz JM.
CAAI Transactions on Intelligence Technology, Institution of Engineering and Technology (IET). https://dx.doi.org/10.1049/cit2.12289

Adaptive Intelligent Minimum Parameter Singularity Free Sliding Mode Controller Design for Quadrotor

2024 / Yogi SC, Behera L, Nahavandi S.
IEEE transactions on automation science and engineering, Vol 21. Pg 1805 - 1823. Institute of Electrical and Electronics Engineers (IEEE). https://dx.doi.org/10.1109/TASE.2023.3243660

An adaptive ensemble deep learning framework for reliable detection of pandemic patients

2024 / Iqbal MS, Naqvi RA, Alizadehsani R, Hussain S, Moqurrab SA, Lee SW.
Computers in Biology and Medicine, Vol 168. Pg 107836. Elsevier BV. https://dx.doi.org/10.1016/j.compbiomed.2023.107836

An efficient hybrid extreme learning machine and evolutionary framework with applications for medical diagnosis

2024 / Bataineh AA, Jalali SMJ, Mousavirad SJ, Yazdani A, Islam SMS, Khosravi A.
Expert systems (Print), Vol 41. Wiley-Blackwell. https://dx.doi.org/10.1111/exsy.13532

An Ensemble Semi-Supervised Adaptive Resonance Theory Model With Explanation Capability for Pattern Classification

2024 / Pourpanah F, Lim CP, Etemad A, Wu QMJ.
IEEE Transactions on Emerging Topics in Computational Intelligence, Vol 8. Pg 814 - 827. Institute of Electrical and Electronics Engineers (IEEE). https://dx.doi.org/10.1109/tetci.2023.3285932

An optimized microstrip antenna to generate intense localized heating at target sites for maximum effect

2024 / Rajebi S, Pedrammehr S, Al-Abdullah KIA, Asadi H, Lim CP.
Discover Applied Sciences, Vol 6. Springer Science and Business Media LLC. https://dx.doi.org/10.1007/s42452-024-05905-2

Application of artificial intelligence techniques for non-alcoholic fatty liver disease diagnosis: A systematic review (2005–2023)

2024 / Zamanian H, Shalbaf A, Zali MR, Khalaj AR, Dehghan P, Tabesh MR, Hatami B, Alizadehsani R, Tan RS, Acharya UR.
Computer Methods and Programs in Biomedicine, Vol 244. Pg 107932. Elsevier BV. https://dx.doi.org/10.1016/j.cmpb.2023.107932

Artificial Intelligence for Multiple Sclerosis Management Using Retinal Images: Pearl, Peaks, and Pitfalls.

2024 / Maleki S, Yousefi M, Afshar S, Pedrammehr S, Lim CP, Jafarizadeh A, Asadi H.
Seminars in Ophthalmology, Vol 39. Pg 271 - 288. Informa UK Limited. https://dx.doi.org/10.1080/08820538.2023.2293030

Automated detection and forecasting of COVID-19 using deep learning techniques: A review

2024 / Shoeibi A, Khodatars M, Jafari M, Ghassemi N, Sadeghi D, Moridian P, Khadem A, Alizadehsani R, Hussain S, Zare A, Sani ZA, Khozeimeh F, Nahavandi S, Acharya UR, Gorriz JM.
Neurocomputing, Vol 577. Pg 127317. Elsevier BV. https://dx.doi.org/10.1016/j.neucom.2024.127317

Autonomous Vehicle Path Tracking with Unreliable Reference Path

2024 / Rokonuzzaman M, Mohajer N, Hossain I, Creighton D.
Australian and New Zealand Control Conference, ANZCC 2024 : Proceedings of the 2024 Australian and New Zealand Control Conference, Pg 103 - 108. Ieee. https://dx.doi.org/10.1109/ANZCC59813.2024.10432855

Cervical cancer classification using sparse stacked autoencoder and fuzzy ARTMAP

2024 / Liaw LCM, Tan SC, Goh PY, Lim CP.
Neural Computing and Applications, Springer Science and Business Media LLC. https://dx.doi.org/10.1007/s00521-024-09706-x

Characteristics of proliferating cryptocurrencies: a comparative study between stable and non-stable cryptocurrencies

2024 / Au CH, Li G, Hsu W, Shieh P, Law K.
Enterprise Information Systems, Informa UK Limited. https://dx.doi.org/10.1080/17517575.2024.2356771

College Students ‘Ecological Environment Moral Education From the Perspective of Ecological Civilization

2024 / Yao R, Ajjawi R.
International journal of web-based learning and teaching technologies, Vol 19. Pg 1 - 12. IGI Global. https://dx.doi.org/10.4018/IJWLTT.336833

Damage Detection of Gantry Crane with a Moving Mass Using Artificial Neural Network

2024 / Safaei MR, Hejazian M, Pedrammehr S, Pakzad S, Ettefagh MM, Fotouhi M.
Buildings, Vol 14. Pg 458. Mdpi Ag. https://dx.doi.org/10.3390/buildings14020458

Deep learning in spatially resolved transcriptfomics: a comprehensive technical view

2024 / Zahedi R, Ghamsari MRE, Ghamsari R, Argha A, Macphillamy C, Beheshti A, Alizadehsani R, Lovell NH, Lotfollahi M, Alinejad‐Rokny H.
Briefings in bioinformatics, Vol 25. Oxford University Press (OUP). https://dx.doi.org/10.1093/bib/bbae082

Developing evaluative judgement for a time of generative artificial intelligence

2024 / Bearman M, Tai J, Dawson P, Boud D, Ajjawi R.
Assessment & Evaluation in Higher Education, Pg 1 - 13. Informa UK Limited. https://dx.doi.org/10.1080/02602938.2024.2335321

Eco-performance evaluation of product designs – an integrated fuzzy complex proportional assessment with life cycle assessment

2024 / Ng CY, Law K.
Enterprise information systems (Print), Vol 18. Informa UK Limited. https://dx.doi.org/10.1080/17517575.2023.2300995

Efficient reinforcement learning-based method for plagiarism detection boosted by a population-based algorithm for pretraining weights

2024 / Xiong J, Yang J, Yan L, Liu Y, Awais M, Khan AA, Alizadehsani R, Acharya UR.
Expert Systems with Applications, Vol 238. Pg 122088. Elsevier BV. https://dx.doi.org/10.1016/j.eswa.2023.122088

ELRL-MD: a deep learning approach for myocarditis diagnosis using cardiac magnetic resonance images with ensemble and reinforcement learning integration

2024 / Mirzaee A, Ataei A, Alizadehsani R, Gorriz JM, Acharya R, Kasmaee AMM, Saez JMG, Kasmaee M, Moravvej SV, Zhang Y, Vahid S, Tan RS, Acharya UR.
Physiological Measurement, Vol 45. Pg 055011. IOP Publishing. https://dx.doi.org/10.1088/1361-6579/ad46e2

Evaluative judgement in practice education: How does the ability to judge the quality of work impact placement performance?

2024 / Nicola‐Richmond K, Ward N, Logan SM, Lyons N, Ajjawi R.
Australian occupational therapy journal, Vol 71. Pg 291 - 301. Wiley-Blackwell. https://dx.doi.org/10.1111/1440-1630.12927

Explainable Artificial Intelligence for Drug Discovery and Development – A Comprehensive Survey

2024 / Alizadehsani R, Oyelere SS, Hussain S, Jagatheesaperumal SK, Calixto RR, Rahouti M, Roshanzamir M, Albuquerque VHCD.
IEEE Access, Vol 12. Pg 35796 - 35812. Institute of Electrical and Electronics Engineers (IEEE). https://dx.doi.org/10.1109/ACCESS.2024.3373195

Exploring the geometric design of a 3T1R parallel-based machine tool to achieve a targeted workspace

2024 / Jond AZ, Pedrammehr S, Pakzad S, Qazani MRC.
The International Journal of Advanced Manufacturing Technology, Vol 130. Pg 1799 - 1822. Springer Science and Business Media LLC. https://dx.doi.org/10.1007/s00170-023-12701-6

Flight traits of dengue-infected Aedes aegypti mosquitoes

2024 / Javed N, López-Denman AJ, Paradkar PN, Bhatti A.
Computers in Biology and Medicine, Vol 171. Pg 108178. Elsevier BV. https://dx.doi.org/10.1016/j.compbiomed.2024.108178

Fuzzy Adaptive Fault-Tolerant Stability Control Against Novel Actuator Faults and Its Application to Mechanical Systems

2024 / Shen Q, Shi P, Lim CP.
IEEE Transactions on Fuzzy Systems, Vol 32. Pg 2331 - 2340. Institute of Electrical and Electronics Engineers (IEEE). https://dx.doi.org/10.1109/TFUZZ.2023.3343403

GAN-MD: A myocarditis detection using multi-channel convolutional neural networks and generative adversarial network-based data augmentation

2024 / Golilarz HA, Azadbar A, Alizadehsani R, Gorriz JM.
CAAI Transactions on Intelligence Technology, Institution of Engineering and Technology (IET). https://dx.doi.org/10.1049/cit2.12307

Going beyond the role: How employees’ perception of corporate social responsibility fuels proactive customer service performance

2024 / Huang M, Geng S, Yang W, Law K, He Y.
Journal of retailing and consumer services, Vol 76. Pg 103565. Elsevier BV. https://dx.doi.org/10.1016/j.jretconser.2023.103565

Improved binary differential evolution with dimensionality reduction mechanism and binary stochastic search for feature selection

2024 / Ahadzadeh B, Abdar M, Safara F, Aghaei L, Mirjalili S, Khosravi A, García S, Karray F, Acharya UR.
Applied Soft Computing, Vol 151. Pg 111141. Elsevier BV. https://dx.doi.org/10.1016/j.asoc.2023.111141

Informal peer support for rural doctors

2024 / Wilkinson T, Ajjawi R, Mansouri S.
Canadian journal of rural medicine, Vol 29. Pg 55 - 62. Medknow. https://dx.doi.org/10.4103/cjrm.cjrm_16_23

Investigating the influence of neck muscle vibration on illusory self-motion in virtual reality

2024 / Kooijman L, Asadi H, Gonzalez Arango C, Mohamed S, Nahavandi S.
Virtual Reality, Vol 28. Springer Science and Business Media LLC. https://dx.doi.org/10.1007/s10055-024-00951-y

Kinematic Control of a Human Centrifuge System for Simulation of Aircraft Manoeuvres

2024 / Winter A, Mohajer N, Nahavandi D, Watson M.
Australian and New Zealand Control Conference, ANZCC 2024 : Proceedings of the 2024 Australian and New Zealand Control Conference, Pg 223 - 228. Ieee. https://dx.doi.org/10.1109/ANZCC59813.2024.10432839

Koopman modeling and optimal control for microbial fed-batch fermentation with switching operators

2024 / Yuan J, Zhao S, Yang D, Liu C, Wu C, Zhou T, Lin S, Zhang Y, Cheng W.
Nonlinear analysis. Hybrid systems, Vol 52. Pg 101461. Elsevier BV. https://dx.doi.org/10.1016/j.nahs.2023.101461

Machine learning meets advanced robotic manipulation

2024 / Nahavandi S, Alizadehsani R, Nahavandi D, Lim CP, Kelly K, Bello F.
Information Fusion, Vol 105. Pg 102221. Elsevier BV. https://dx.doi.org/10.1016/j.inffus.2023.102221

Measuring Cognitive Load: Leveraging fNIRS and Machine Learning for Classification of Workload Levels

2024 / Khan MA, Asadi H, Hoang T, Lim CP, Nahavandi S.
International Conference on Neural Information Processing, Communications in Computer and Information Science, Pg 313 - 325. Springer Nature Singapore. https://dx.doi.org/10.1007/978-981-99-8138-0_25

Minimal operation region prediction for networked control robotic manipulators subject to time-varying delays and disturbances

2024 / Huynh VT, Lim CP, Najdovski Z, Huong DC, Trinh H.
IET Control Theory & Applications, Vol 18. Pg 1085 - 1097. Institution of Engineering and Technology (IET). https://dx.doi.org/10.1049/cth2.12650

Model Predictive Control Motion Cueing with Nonlinear Constraints and Vestibular Feedback for Serial Robot Motion Simulators

2024 / Gonzalez Arango C, Asadi H.
IEEE Systems Conference, SysCon 2024 : Proceedings of the IEEE 18th International Systems Conference, Pg 1 - 8. Ieee.

Multi-Objective Estimation of Optimal Prediction Intervals for Wind Power Forecasting

2024 / Chen Y, Yu SS, Lim CP, Shi P.
IEEE Transactions on Sustainable Energy, Vol 15. Pg 974 - 985. Institute of Electrical and Electronics Engineers (IEEE). https://dx.doi.org/10.1109/tste.2023.3321081

Multiscale haptic interfaces for metaverse

2024 / Wang Y, Liang J, Yu J, Ji L, Shan Y, Huang X, Lin W, Pan Q, Zhang T, Zhang Z, Gao Y, Yu X, Wei L, Yang Z.
Device, Vol 2. Pg 100326. Elsevier BV. https://dx.doi.org/10.1016/j.device.2024.100326

Optimal Bipartite Tracking Control for Heterogeneous Systems under DoS Attacks

2024 / Yang Y, Shi P, Lim CP, Chambers JA.
IEEE transactions on network and service management/IEEE eTransactions on network and service management, Pg 1. Institute of Electrical and Electronics Engineers (IEEE). https://dx.doi.org/10.1109/tnsm.2024.3405974

Physical Education Teachers’ Perceptions of a Motor Competence Assessment Digital App

2024 / Sousa‐Sá E, Lander N, Abu Alqumsan A, Alsanwy S, Nahavandi D, Toomey NG, Mohamed S, Lewis S, Barnett LM.
Journal of Teaching in Physical Education, Vol 43. Pg 276 - 291. Human Kinetics. https://dx.doi.org/10.1123/jtpe.2022-0222

Researching lived experience in health professional education

2024 / Ajjawi R, Bearman M, Luong V, O'Brien BC, OʼBrien BC, Varpio L.
Medical education, Wiley-Blackwell. https://dx.doi.org/10.1111/medu.15361

Resource allocation problem and artificial intelligence: the state-of-the-art review (2009–2023) and open research challenges

2024 / Joloudari JH, Mojrian S, Saadatfar H, Nodehi I, Fazl F, Tan RS, Shirkharkolaie SK, Alizadehsani R, Kabir HMD, Acharya UR.
Multimedia Tools and Applications, Springer Science and Business Media LLC. https://dx.doi.org/10.1007/s11042-024-18123-0

Security and Safety-Critical Learning-Based Collaborative Control for Multiagent Systems

2024 / Yan B, Shi P, Lim CP, Sun Y, Agarwal RK.
IEEE Transactions on Neural Networks and Learning Systems, Vol PP. Pg 1 - 12. Institute of Electrical and Electronics Engineers (IEEE). https://dx.doi.org/10.1109/tnnls.2024.3350679

Sparse subnetwork inference for neural network epistemic uncertainty estimation with improved Hessian approximation

2024 / Chen Y, Yu SS, Eshraghian JK, Lim CP.
APL machine learning, Vol 2. AIP Publishing. https://dx.doi.org/10.1063/5.0193951

Specific Heat Capacity Extraction of Soybean Oil/MXene Nanofluids Using Optimized Long Short-Term Memory

2024 / Reza M, Qazani C, Aslfattahi N, Kulish V, Asadi H, Member IMS, Zakarya M, Qazani MRC, Schmirler M, Alizadehsani R, Haleem MA, Kadirgama K.
IEEE Access, Vol 12. Pg 59049 - 59062. Institute of Electrical and Electronics Engineers (IEEE). https://dx.doi.org/10.1109/ACCESS.2024.3391379

Supervisory knowing in practice across medical specialities

2024 / Noble C, Hilder J, Billett S, Teodorczuk A, Ajjawi R.
Advances in Health Sciences Education, Vol 29. Pg 107 - 128. Springer Science and Business Media LLC. https://dx.doi.org/10.1007/s10459-023-10251-w

Sustainable human resource management practices and corporate sustainable supply chain: the moderating role of firm technology orientation

2024 / Huang M, Law K, Ouyang Z.
Enterprise Information Systems, Vol 18. Informa UK Limited. https://dx.doi.org/10.1080/17517575.2024.2351862

The common drivers of children and young people’s health and wellbeing across 13 local government areas: a systems view

2024 / O’Halloran SA, Hayward J, Cabrera MS, Felmingham T, Fraser P, Needham C, Poorter J, Creighton D, Johnstone M, Nichols M, Allender S.
BMC Public Health, Vol 24. Springer Science and Business Media LLC. https://dx.doi.org/10.1186/s12889-024-18354-8

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