Artificial Intelligence and Optimisation Research Group

Research output

Research output per year 1999 2023 2024 2025

• 582 Scopus Citations
• 13 h-index
• 68 Article
• 47 Conference contribution
• 9 Book Chapter
• 2 Conference article
• 6 More
  • 2 Editorial
  • 2 Patent
  • 1 Book
  • 1 Abstract
  • 1 Review article
  • 1 Preprint

Research output per year

Research output per year

Search results

• 2025

  A Comprehensive Study on the Interplay between Dataset Characteristics and Oversampling Methods

  Yang, Y., Fang, T., Hu, J., Goh, C. C., Zhang, H., Cai, Y., Bellotti, A. G., Lee, B. G. & Ming, Z., 2025, (Accepted/In press) In: Journal of the Operational Research Society.

  Research output: Journal Publication › Article › peer-review

  • Ranking Mechanism 100%
  • Temporal Relevance 40%
  • Baseline Classifiers 40%
• 2024

  Advancing container port traffic simulation: a data-driven machine learning approach in sparse data environments

  Chen, X., Qu, R., Dong, J., Dong, H. & Bai, R., Nov 2024, In: Applied Soft Computing Journal. 112190.

  Research output: Journal Publication › Article › peer-review

  • Machine Learning Approach 100%
  • Genetic Programming 100%
  • Reinforcement Learning 100%
  • Data-driven Machine Learning 100%
  • Container Port Traffic 100%
  

  • Captures
    • Readers: 8
  • Mentions
    • News Mentions: 1

  see details

• A hierarchical cooperative genetic programming for complex piecewise symbolic regression

  Chen, X., Yi, W., Bai, R., Qu, R. & Jin, Y., 2024, 2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Regression Analysis 100%
  • Neural Network 100%
  • Black Box 100%
  • Symbolic Regression 100%
  • Data Relationship 25%
  

  • Captures
    • Readers: 3

  see details

• An End-to-end Framework for Few-shot Millimeter-wave Radar-based Hand Gesture Recognition

  Ye, Y., Cui, T., Guo, S. & Cui, G., 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Millimeter Wave Radar 100%
  • Characteristic Extraction 33%
  • Generating Method 33%
  • Feature Fusion Strategy 33%
  • Gesture Features 33%

• A pattern-based algorithm with fuzzy logic bin selector for online bin packing problem

  Lin, B., Li, J., Cui, T., Jin, H., Bai, R., Qu, R. & Garibaldi, J., 1 Sept 2024, In: Expert Systems with Applications. 249, part A

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Fuzzy Logic 100%
  • Bin Packing Problem 100%
  • Pattern-based 100%
  • Online Bin Packing 100%
  • Superior Performance 50%
  3 Citations (Scopus)

  

  • Citations
    • Citation Indexes: 3
  • Captures
    • Readers: 11

  see details

• A scenario-customizable and visual-rendering simulator for on-vehicle vibration energy harvesting

  Guo, F., Li, J., Thein, C. K., Gao, A., Ren, J., Lee, C. H., Li, J., Cui, T. & Yu, H., Dec 2024, In: Sustainable Computing: Informatics and Systems. 44, 101039.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Visual Rendering 100%
  • Functional Component 50%
  • Battery Consumption 11%
  • Battery Supply 11%
  • Battery Production 11%
  

  • Captures
    • Readers: 13

  see details

• A two-stage plan-and-allocate algorithm for operation room scheduling problem with uncertainties

  Zhang, H., Bai, R., Li, J. & Jin, C., 2024, 2024 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE International Conference on Fuzzy Systems).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Scheduling Problem 100%
  • Adaptive Resource Allocation 100%
  • Column Generation 100%
  • Stage Plan 100%
  • Operation Room Scheduling 100%
  1 Citation (Scopus)

  

  • Citations
    • Citation Indexes: 1

  see details

• Cardinality and Bounding Constrained Portfolio Optimization Using Safe Reinforcement Learning

  Li, Y., Du, N., Song, X., Yang, X., Cui, T., Xue, N., Farjudian, A., Ren, J. & Cheah, W. P., 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Safe Reinforcement Learning 100%
  • Safety Layer 100%
  • Constrained Portfolio Optimization 100%
  • Safe Deep Reinforcement Learning 50%
  • Portfolio Weights 50%
  

  • Captures
    • Readers: 2

  see details

• Causal effects of adversarial attacks on AI models in 6G consumer electronics

  Guo, D., Feng, Z., Zhang, Z., Khan, F., Chen, C.-M., Bai, R., Omar, M. & Kumari, S., 26 Aug 2024, In: IEEE Transactions on Consumer Electronics.

  Research output: Journal Publication › Article › peer-review

  • Consumer Electronics 100%
  • Causal Effect 100%
  • Adversarial Attack 100%
  • Artificial Intelligence Models 100%
  • Adversarial Machine Learning 100%
  

  • Captures
    • Readers: 7
  • Mentions
    • News Mentions: 1

  see details

• Characterising deep learning loss landscapes with local optima networks

  Zhou, Y., Neri, F. & Bai, R., 2024, 2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Deep Learning 100%
  • Learning Loss 100%
  • Loss Landscape 100%
  • Local Optima Networks 100%
  • Learning Model 100%

• Commodity market stability and sustainable development: The effect of public health policies

  Ding, S., Wang, A., Cui, T., Du, A. M. & Zhou, X., Jun 2024, In: Research in International Business and Finance. 70, 102386.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Sustainable Development 100%
  • Commodity Market 100%
  • Market Stability 100%
  • Oil Consumption 66%
  • Volatility 50%
  3 Citations (Scopus)

  

  • Citations
    • Citation Indexes: 3
  • Captures
    • Readers: 26
  • Mentions
    • News Mentions: 1

  see details

• Containerized Wearable Edge AI Inference Framework in Mobile Health Systems

  Nkenyereye, L., Lee, B. G. & Chung, W. Y., 29 Feb 2024, Intelligent Human Computer Interaction - 15th International Conference, IHCI 2023, Revised Selected Papers. Choi, B. J., Singh, D., Tiwary, U. S. & Chung, W.-Y. (eds.). Cham: Springer, Cham, p. 273-278 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14532 LNCS).

  Research output: Chapter in Book/Conference proceeding › Book Chapter › peer-review

  • Health Systems 100%
  • Edge AI 100%
  • Inference Framework 100%
  • AI Inference 100%
  • Containerized 100%
  

  • Captures
    • Readers: 4

  see details

• Container port truck dispatching optimization using Real2Sim based deep reinforcement learning

  Jin, J., Cui, T., Bai, R. & Qu, R., 16 May 2024, In: European Journal of Operational Research. 315, 1, p. 161-175 15 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Deep Reinforcement Learning (deep RL) 100%
  • Truck Dispatching 100%
  • Real2Sim 100%
  • Container Port 100%
  • Dispatch Optimization 100%
  9 Citations (Scopus)

  

  • Citations
    • Citation Indexes: 10
  • Captures
    • Readers: 21
  • Mentions
    • News Mentions: 1

  see details

• Creativity using generative AI vs. physical modeling: a case study of architecture workshops in a SfHEI

  Wang, Y., Irwin, D., Towey, D. & Xie, J., 2024, 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE, p. 1520-1521 2 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Case Study 100%
  • Artificial Intelligence 100%
  • Visual Presentation 50%
  • Junior Students 50%
  • AI Education 50%
  

  • Captures
    • Readers: 33

  see details

• Deep reinforcement learning assisted genetic programming ensemble hyper-heuristics for dynamic scheduling of container port trucks

  Chen, X., Bai, R., Qu, R., Dong, J. & Jin, Y., 2024, In: IEEE Transactions on Evolutionary Computation.

  Research output: Journal Publication › Article › peer-review

  • Deep Reinforcement Learning (deep RL) 100%
  • Hyper-heuristics 100%
  • Dynamic Scheduling 100%
  • Genetic Programming 100%
  • Container Port 100%
  6 Citations (Scopus)

  

  • Citations
    • Citation Indexes: 6
  • Captures
    • Readers: 9

  see details

• Discovery of novel SOS1 inhibitors using machine learning

  Duo, L., Chen, Y., Liu, Q., Ma, Z., Farjudian, A., Ho, W. Y., Low, S. S., Ren, J., Hirst, J. D., Xie, H. & Tang, B., 15 Mar 2024, In: RSC Medicinal Chemistry. 15, 4, p. 1392-1403 12 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Machine Learning 100%
  • Son of Sevenless 100%
  • Sarcoma Virus 100%
  • Rat Sarcoma 80%
  • Virus 60%
  4 Citations (Scopus)

  

  • Citations
    • Citation Indexes: 4
  • Captures
    • Readers: 4

  see details

  

• Enabling Effective Metamorphic-Relation Generation by Novice Testers: A Pilot Study

  Zhang, Y., Towey, D. & Pike, M., 2024, 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE, p. 2393-2398 6 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Autonomous Driving 100%
  • Human Participant 100%
  • Creative Thinking 100%
  • Artificial Intelligence 100%
  • Learning Experiences 50%
  

  • Captures
    • Readers: 15

  see details

• End-to-end Generative Spatial-Temporal Ultrasonic Odometry and Mapping Framework

  Jia, F., Yang, X., Yang, M., Li, Y., Xu, H., Rushworth, A., Ijaz, S., Yu, H. & Cui, T., 23 Dec 2024.

  Research output: Working paper › Preprint

  • Simultaneous localization and mapping 100%
  • Odometry 100%
  • Mapping Framework 100%
  • Ultrasonics 100%
  • Smoke 100%

• Enhancing ADS Testing: An Open Educational Resource for Metamorphic Testing

  Zhang, Y., Towey, D., Pike, M., Zhou, Z. Q. & Chen, T. Y., 2024, 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE, p. 138-147 10 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Open Educational Resource 100%
  • Autonomous Driving 100%
  • Educational Resource 100%
  • DNA Template 100%
  • System Function 20%
  

  • Captures
    • Readers: 22

  see details

• Enhancing Cost Savings and Performance Through Employment Retention Initiatives: The Importance of Motivation, Satisfaction, Community, and Wellbeing

  Morris, G. R., Ye, J., Tesema, F. B., Cao, Q. Q. & Culbert, J., 26 Apr 2024, IGI Global. IGI Global, p. 84-102 19 p.

  Research output: Chapter in Book/Conference proceeding › Book Chapter › peer-review

  • Motivation 100%
  • Well-being 100%
  • Local Community 100%
  • Cost Savings 100%
  • Work-related 100%
  1 Citation (Scopus)

  

  • Citations
    • Citation Indexes: 1
  • Captures
    • Readers: 1

  see details

• Enhancing online yard crane scheduling through a two-stage rollout memetic genetic programming

  Jin, C., Bai, R., Zhou, Y., Chen, X. & Tan, L., 27 Aug 2024, In: Memetic Computing.

  Research output: Journal Publication › Article

  • Tasks 100%
  • Motor Vehicles 100%
  • Decision Model 100%
  • Scheduling Process 50%
  • Schedule Operation 50%
  

  • Mentions
    • News Mentions: 1

  see details

• Ensemble CNN-ViT using Feature-Level Fusion for Gait Recognition

  Mogan, J. N., Lee, C. P. & Lim, K. M., Aug 2024, In: IEEE Access. 12, p. 1 1 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Convolutional Neural Network 100%
  • Gait Recognition 100%
  • Neural Transformer 100%
  • Ensemble Convolutional Neural Networks 100%
  • Multilayer Perceptron 50%
  

  • Captures
    • Readers: 5
  • Mentions
    • News Mentions: 1

  see details

• Evolution-assisted deep reinforcement learning for fast charging station coordinated operation

  Yang, X., Gu, Y., Jia, F., Li, Y., Wang, H., Du, N., Cui, T., Ye, Y. & Bai, R., 2024, 2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Genetic Algorithm 100%
  • Traffic Congestion 100%
  • Electric Vehicle 100%
  • Transportation Network 100%
  • Coordinated Operation 100%
  

  • Captures
    • Readers: 7

  see details

• Evolving priority rules for online yard crane scheduling with incomplete tasks data

  Jin, C., Bai, R. & Zhang, H., 2024, 2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Congress on Evolutionary Computation (CEC)).

  Research output: Chapter in Book/Conference proceeding › Conference contribution

  • Loading Process 100%
  • Guide Selection 60%
  • Two-stage Decision Model 60%
  • Selection Stages 60%
  • Problem Understanding 60%
  1 Citation (Scopus)

  

  • Citations
    • Citation Indexes: 1

  see details

• Exploring Emotional Responses with Dynamic Difficulty Adjustment Adaptation in Immersive Virtual Reality Exergaming

  Han, R., Lee, B. G., Towey, D., Yao, Y. & Pike, M., 2024, 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE, p. 621-627 7 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Dynamic Difficulty Adjustment 100%
  • Exergames 33%
  • Autonomous Dynamics 20%
  • Mental Condition 20%
  • Emotional Impact 20%
  

  • Captures
    • Readers: 3

  see details

• FiDRL: Flexible Invocation-Based Deep Reinforcement Learning for DVFS Scheduling in Embedded Systems

  Li, J., Jiang, W., He, Y., Yang, Q., Gao, A., Ha, Y., Özcan, E., Bai, R., Cui, T. & Yu, H., 23 Sept 2024, In: IEEE Transactions on Computers. 14 p.

  Research output: Journal Publication › Article › peer-review

  • Deep Reinforcement Learning (deep RL) 100%
  • Embedded Systems 100%
  • Dynamic Voltage Frequency Scaling 100%
  • Invocation 100%
  • Deep Reinforcement Learning 100%
  

  • Captures
    • Readers: 1
  • Mentions
    • News Mentions: 1

  see details

• FROM Syntax to Semantics: An OER-Powered SQL Learning and Visualisation Tool

  Zhou, Y., Towey, D. & Pike, M., 2024, 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE, p. 1522-1523 2 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • SQL Learning 100%
  • SQL Query 100%
  • Query Visualization 33%
  • Sqlite Database 20%

• GASE: graph attention sampling with edges fusion for solving vehicle routing problems

  Wang, Z., Bai, R., Khan, F., Özcan, E. & Zhang, T., Sept 2024, In: Memetic Computing. 16, 3, p. 337-353 17 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Edge Fusion 100%
  • Attentional Sampling 100%
  • Adjacency 25%
  • Embedding Representation 25%
  • Graph-theoretic 25%
  

  • Captures
    • Readers: 1

  see details

• Graph Neural Network-Based Molecular Property Prediction with Patch Aggregation

  See, T. J., Zhang, D., Boley, M. & Chalmers, D. K., 2024, (Accepted/In press) In: Journal of Chemical Theory and Computation.

  Research output: Journal Publication › Article › peer-review

  • Patch Aggregation 100%
  • Molecular Property Prediction 100%
  • Node Aggregation 57%
  • Aggregation Node 57%
  • Parameter Efficiency 28%
  

  • Captures
    • Readers: 3

  see details

  

• Impact of board diversity on Chinese firms’ cross-border M&A performance: An artificial intelligence approach

  Ding, S., Du, M., Cui, T., Zhang, Y. & Duygun, M., Apr 2024, In: International Review of Economics and Finance. 92, p. 1321-1335 15 p.

  Research output: Journal Publication › Article › peer-review

  • Board Diversity 100%
  • Age Diversity 25%
  • Board Demographics 16%
  • Education Diversity 16%
  • Diversity Effect 16%
  2 Citations (Scopus)

  

  • Citations
    • Citation Indexes: 2
  • Captures
    • Readers: 104
  • Mentions
    • News Mentions: 1

  see details

• Implementing Universal Design through augmented-reality game-based learning

  Gill, A., Irwin, D., Towey, D., Zhang, Y., Long, P., Sun, L., Yu, W. & Zheng, Y., 2024, In: Computers and Education: X Reality. 4, 100070.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Design for Manufacturing 100%
  • Design for Assembly 100%
  • Augmented Reality Games 100%
  • Universal Design 100%
  • Game-based Learning 100%
  3 Citations (Scopus)

  

  • Citations
    • Citation Indexes: 3
  • Captures
    • Readers: 118

  see details

• Low-contrast medical image segmentation via transformer and boundary perception

  Zhang, Y., Xi, R., Wang, W., Li, H., Hu, L., Lin, H., Towey, D., Bai, R., Fu, H., Higashita, R. & Liu, J., Jun 2024, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 8, 3, p. 1-13 13 p.

  Research output: Journal Publication › Article › peer-review

  • Low Contrast 100%
  • Transformer 100%
  • Medical Image Segmentation 100%
  • Boundary Perception 100%
  • Image Segmentation 100%
  1 Citation (Scopus)

  

  • Citations
    • Citation Indexes: 1
  • Captures
    • Readers: 3
  • Mentions
    • Blog Mentions: 1

  see details

• Message from the COMPSAC 2024 Program Chairs-in-Chief

  Ohsaki, H., Sharmin, M. & Towey, D., 2024, 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE, p. lviii-lix

  Research output: Chapter in Book/Conference proceeding › Conference contribution

• Mobile Microlearning to Scaffold Project-Based Learning Using ARCS Model: A Preliminary Study

  Gill, A. S., Irwin, D., Towey, D. & Zhang, Y., 2024, 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE, p. 411-420 10 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Research Design 100%
  • Project-Based Learning 100%
  • Mobile Microlearning 100%
  • Human-centered Design 100%
  • Relevance Model 100%
  

  • Captures
    • Readers: 9

  see details

• Mobile robot sequential decision making using a deep reinforcement learning hyper-heuristic approach

  Cui, T., Yang, X., Jia, F., Jin, J., Ye, Y. & Bai, R., 10 Jan 2024, In: Expert Systems with Applications. 257, 124959.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Deep Reinforcement Learning 100%
  • Hyper-Heuristic 100%
  • Mobile Robot 100%
  • Sequential Decision Making 100%
  • Reinforcement Learning 100%
  2 Citations (Scopus)

  

  • Citations
    • Citation Indexes: 1
  • Captures
    • Readers: 10

  see details

• MT-PART: Metamorphic-Testing-Based Adaptive Random Testing Through Partitioning

  Ying, Z., Towey, D., Chen, T. Y. & Zhou, Z. Q., 2024, 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE, p. 1184-1193 10 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Metamorphic Testing 100%
  • Adaptive Random Testing 100%
  • Fault detection 100%
  • Follow-up Test Cases 33%
  • Group Generation 33%
  2 Citations (Scopus)

  

  • Citations
    • Citation Indexes: 1
  • Captures
    • Readers: 10

  see details

• Multiagent Deep Reinforcement Learning for Electric Vehicle Fast Charging Station Pricing Game in Electricity-Transportation Nexus

  Yang, X., Cui, T., Wang, H. & Ye, Y., 1 Apr 2024, In: IEEE Transactions on Industrial Informatics. 20, 4, p. 6345-6355 11 p.

  Research output: Journal Publication › Article › peer-review

  • Transportation Network 100%
  • Fast Charging Station 100%
  • Pricing Game 100%
  • Electric Vehicle Fast Charging 100%
  • Multi-agent Deep Reinforcement Learning (MADRL) 100%
  17 Citations (Scopus)

  

  • Citations
    • Citation Indexes: 15
  • Captures
    • Readers: 29
  • Mentions
    • News Mentions: 1

  see details

• Multi-period portfolio optimization using a deep reinforcement learning hyper-heuristic approach

  Cui, T., Du, N., Yang, X. & Ding, S., Jan 2024, In: Technological Forecasting and Social Change. 198, 122944.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Deep Reinforcement Learning (deep RL) 100%
  • Hyper-heuristics 100%
  • Multi-period Portfolio Optimization 100%
  • Deep Reinforcement Learning 100%
  • Hyper-Heuristic 100%
  23 Citations (Scopus)

  

  • Citations
    • Citation Indexes: 23
  • Captures
    • Readers: 87
  • Mentions
    • News Mentions: 1

  see details

• Multi-view spectrogram transformer for respiratory sound classification

  He, W., Yan, Y., Ren, J., Bai, R. & Jiang, X., 18 Mar 2024, (Published Online) In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

  Research output: Journal Publication › Conference article › peer-review

  Open Access

  • Transformer 100%
  • Spectrogram 100%
  • Respiratory Sound Classification 100%
  • Experimental Result 100%
  • Physical Characteristic 100%
  

  • Captures
    • Readers: 4

  see details

• Navigating transnational higher education management: Insights from experience

  Morris, G. R., Mo, J., Tesema, F. B., Wang, K. & Li, L., 17 Jul 2024, Developments and Future Trends in Transnational Higher Education Leadership. IGI Global, p. 39-54 16 p.

  Research output: Chapter in Book/Conference proceeding › Book Chapter › peer-review

  • Educational Management 100%
  • China 100%
  • Artificial Intelligence 100%
  • Regional Instability 25%
  

  • Captures
    • Readers: 9

  see details

• Optimizing Interface and Interaction Design for Non-immersive VR Firefighting Games: A User Experience Approach

  Sun, L., Lee, B. G., Pike, M. & Chung, W.-Y., 29 Feb 2024, Intelligent Human Computer Interaction: 15th International Conference, IHCI 2023, Daegu, South Korea, November 8–10, 2023, Revised Selected Papers, Part I. Choi, B. J., Singh, D., Tiwary, U. S. & Chung, W.-Y. (eds.). Cham: Springer, Cham, p. 344-352 9 p. (Lecture Notes in Computer Science; vol. vol 14531).

  Research output: Chapter in Book/Conference proceeding › Book Chapter › peer-review

  • Virtual Reality 100%
  • Interface Design 100%
  • Immersive Virtual Reality 100%
  • User Experience Approach 100%
  • User Experience 100%
  

  • Captures
    • Readers: 6

  see details

• Planning ahead: Exploring the leadership competencies that transnational higher education leaders and managers need

  Morris, G. R., Cao, Q. Q., Weng, W., Tesema, F. B. & Zhao, T., 26 Apr 2024, Engaging Higher Education Teachers and Students With Transnational Leadership. IGI Global, p. 1-14 14 p. 10.4018/979-8-3693-6100-9.ch001

  Research output: Chapter in Book/Conference proceeding › Book Chapter › peer-review

  • Leadership Competencies 100%
  • Transnational Higher Education 100%
  • Education Manager 100%
  • Education Leader 100%
  • Case Study 100%
  2 Citations (Scopus)

  

  • Citations
    • Citation Indexes: 2
  • Captures
    • Readers: 1

  see details

• Progressively-orthogonally-mapped EfficientNet for action recognition on time-range-Doppler signature

  Yao, C., Ren, J., Bai, R., Du, H., Liu, J. & Jiang, X., 1 Dec 2024, In: Expert Systems with Applications. 255, 124824.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Experimental Result 100%
  • Network Design 100%
  • Neural Network 100%
  • Network Architecture 100%
  • Information Loss 100%
  2 Citations (Scopus)

  

  • Citations
    • Citation Indexes: 2
  • Captures
    • Readers: 3

  see details

• RefSCAT: Formal Verification of Logic-Optimized Multipliers via Automated Reference Multiplier Generation and SCA-SAT Synergy

  Li, R., Li, L., Yu, H., Fujita, M., Jiang, W. & Ha, Y., Aug 2024, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 44, 2, p. 1 1 p.

  Research output: Journal Publication › Article › peer-review

  • Formal Verification 100%
  • Symbolic Computer Algebra 100%
  • Partial Product 50%
  • Netlist 40%
  • Constraint Satisfaction 20%

• Regression Residual Reasoning with Pseudo-labeled Contrastive Learning for Uncovering Multiple Complex Compositional Relations

  Li, C., He, Y., Ren, J., Bai, R., Zhao, Y., Yu, H. & Jiang, X., 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). International Joint Conferences on Artificial Intelligence, p. 3466-3474 9 p. (IJCAI International Joint Conference on Artificial Intelligence).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Regression Residuals 100%
  • Contrastive Learning 100%
  • MC2R 66%
  • Compositional Reasoning 33%
  • Composition Rules 33%
  1 Citation (Scopus)

• Resampling Techniques Study on Class Imbalance Problem in Credit Risk Prediction

  Zhao, Z., Cui, T., Ding, S., Li, J. & Bellotti, A. G., Mar 2024, In: Mathematics. 12, 5, 701.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Resampling Methods 100%
  • Class Imbalance Problem 100%
  • Credit Risk Prediction 100%
  • Imbalanced Data 50%
  • Experimental Result 33%
  7 Citations (Scopus)

  

  • Citations
    • Citation Indexes: 5
  • Captures
    • Readers: 19
  • Mentions
    • Blog Mentions: 1
    • News Mentions: 1

  see details

• Scale optimization using evolutionary reinforcement learning for object detection on drone imagery

  Zhang, J., Yang, X., He, W., Ren, J., Zhang, Q., Zhao, Y., Bai, R., He, X. & Liu, J., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 1, p. 410-418

  Research output: Journal Publication › Conference article › peer-review

  Open Access

  • Object Detection 100%
  • Scale Optimization 100%
  • Drone Images 100%
  • Evolutionary Reinforcement Learning 100%
  • Reinforcement Learning 100%
  5 Citations (Scopus)

  

  • Citations
    • Citation Indexes: 5
  • Captures
    • Readers: 7

  see details

• Seat belt detection using gated Bi-LSTM with part-to-whole attention on diagonally sampled patches

  Gu, X., Lu, Z., Ren, J. & Zhang, Q., 15 Oct 2024, In: Expert Systems with Applications. 252, Part A, 123784.

  Research output: Journal Publication › Article › peer-review

  • Seat Belt 100%
  • Bidirectional Long Short-term Memory (BiLSTM) 100%
  • Seat Belt Detection 100%
  • Bidirectional Long Short-Term Memory Network 100%
  • Short Term Memory 100%
  2 Citations (Scopus)

  

  • Citations
    • Citation Indexes: 2
  • Captures
    • Readers: 22

  see details

• SFT: Few-Shot Learning via Self-supervised Feature Fusion with Transformer: Few-Shot Learning via Self-Supervised Feature Fusion With Transformer

  Lim, J. Y., Lim, K. M., Lee, C. P. & Tan, Y. X., 18 Jun 2024, In: IEEE Access. 12, p. 1 1 p.

  Research output: Journal Publication › Article › peer-review

  • Transformer 100%
  • Feature Fusion 100%
  • Self-supervised Features 100%
  • Few-shot Learning 100%
  • Few-Shot Learning 100%
  1 Citation (Scopus)

  

  • Captures
    • Readers: 2
  • Mentions
    • News Mentions: 1

  see details

• Size-Insensitive Network for Visible-Infrared Image Fusion Model

  Zhang, Y., Zhang, Q. & Towey, D., 2024, 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE, p. 1524-1525 2 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Infrared-visible Image Fusion 100%
  • Low-light Conditions 33%
  • Scale Operation 33%
  • Fusion Algorithm 33%
  • Multi-focus Image Fusion 33%