Artificial Intelligence and Optimisation Research Group

Research output

Research output per year 1999 2021 2023 2024

• 156 Scopus Citations
• 7 h-index
• 40 Article
• 35 Conference contribution
• 8 Book Chapter
• 2 Conference article
• 5 More
  • 2 Editorial
  • 1 Book
  • 1 Abstract
  • 1 Patent

Research output per year

Research output per year

Search results

• A bandwidth efficient hybrid multilevel pulse width modulation for visible light communication system: experimental and theoretical evaluation

  Sejan, M. A. S., Naik, R. P., Lee, B-G. & Chung, W-Y., 2022, In: IEEE Open Journal of the Communications Society. 14 p.

  Research output: Journal Publication › Article › peer-review

  • Visible light communication 100%
  • Pulse width modulation 72%
  • Communication systems 63%
  • Modulation 61%
  • Bandwidth 49%
  5 Citations (Scopus)

• A deep reinforcement learning hyper-heuristic with feature fusion for online packing problems

  TU, C., Bai, R., Aickelin, U., ZHANG, Y. & Du, H., 15 Nov 2023, In: Expert Systems with Applications. 230, p. 120568

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Reinforcement learning 100%
  • Fusion reactions 80%
  • Computer games 20%
  • Combinatorial optimization 18%
  • Decision making 12%
  5 Citations (Scopus)

• A hierarchical study for urban statistical indicators on the prevalence of COVID-19 in Chinese city clusters based on multiple linear regression (MLR) and polynomial best subset regression (PBSR) analysis

  Cheshmehzangi, A., Li, Y., Li, H., Zhang, S., Huang, X., Chen, X., Su, Z., Sedrez, M. & Dawodu, A., 4 Feb 2022, In: Scientific Reports. 12, 1, 1964 (2022) .

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Linear Models 100%
  • Statistics 98%
  • Regression Analysis 84%
  • Government Employees 19%
  • Boidae 18%
  9 Citations (Scopus)

• Analytics and machine learning in vehicle routing research

  Bai, R., Chen, X., Chen, Z-L., Cui, T., Gong, S., He, W., Jiang, X., Jin, H., Jin, J., Kendall, G., Li, J., Lu, Z., Ren, J., Weng, P., Xue, N. & Zhang, H., Jan 2023, (Published Online) In: International Journal of Production Research. 61, 1, p. 4-30

  Research output: Journal Publication › Article › peer-review

  • Vehicle Routing 100%
  • Machine Learning 95%
  • Vehicle Routing Problem 89%
  • Vehicle routing 84%
  • Machine learning 53%
  26 Citations (Scopus)

• AOS: an automated overclocking system for high performance CNN accelerator through timing delay measurement on FPGA

  Jiang, W., Yu, H., Chen, F. & Ha, Y., 10 Jan 2023, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 1 p.

  Research output: Journal Publication › Article › peer-review

  • Particle accelerators 100%
  • Field programmable gate arrays (FPGA) 80%
  • Neural networks 59%
  • Jitter 50%
  • Clocks 41%
  3 Citations (Scopus)

• 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

  • Bins 100%
  • Fuzzy logic 79%
  • Fuzzy inference 47%
  • Scheduling 31%
  • Planning 28%

• A semi-supervised adaptive discriminative discretization method improving discrimination power of regularized naive Bayes

  Wang, S., Ren, J. & Bai, R., 1 Sept 2023, In: Expert Systems with Applications. 225, 120094.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Classifiers 100%
  • Labeled data 83%
  • Labeling 69%
  • Machine learning 51%
  6 Citations (Scopus)

• A systematic review of application progress on machine learning-based natural language processing in breast cancer over the past 5 years

  Li, C., Weng, Y., Zhang, Y. & Wang, B., Feb 2023, In: Diagnostics. 13, 3, 537.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Natural Language Processing 100%
  • Artificial Intelligence 89%
  • Machine Learning 76%
  • Systematic Reviews 49%
  • Breast Neoplasms 43%
  2 Citations (Scopus)

• Behind-the-Ear EEG-based Wearable Driver Drowsiness Detection System using Embedded Tiny Neural Networks

  Nguyen, H. T., Mai, N. D., Lee, B. G. & Chung, W. Y., 31 Aug 2023, In: IEEE Sensors Journal. 23, 19, p. 23875-23892 17 p.

  Research output: Journal Publication › Article › peer-review

  • sleep 100%
  • electroencephalography 91%
  • ear 81%
  • Electroencephalography 70%
  • Embedded systems 68%
  4 Citations (Scopus)

• Cooperative double-layer genetic programming hyper-heuristic for online container terminal truck dispatching

  Chen, X., Bai, R., Qu, R. & Dong, H., 27 Sept 2022, In: IEEE Transactions on Evolutionary Computation. 27, 5, p. 1220-1234 15 p.

  Research output: Journal Publication › Article › peer-review

  • Truck terminals 100%
  • Hyper-heuristics 88%
  • Container Terminal 87%
  • Dispatching 83%
  • Genetic Programming 71%
  3 Citations (Scopus)

• Decision-level and feature-level integration of remote sensing and geospatial big data for urban land use mapping

  Yin, J., Fu, P., Hamm, N., Li, Z., You, N., He, Y., Cheshmehzangi, A. & Dong, J., 2 Apr 2021, In: Remote Sensing. 13, 8, 1579.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • land use 100%
  • remote sensing 96%
  • decision 94%
  • road network 18%
  • method 18%
  13 Citations (Scopus)

• Deep Learning-Based RGB-Thermal Image Denoising: Review and Applications

  Yu, Y., Lee, B. G., Pike, M., Zhang, Q. & Chung, W-Y., 29 Jun 2023, In: Multimedia Tools and Applications. 29 p.

  Research output: Journal Publication › Article › peer-review

  • Image denoising 100%
  • Deep learning 76%
  • Object detection 58%
  • Hot Temperature 40%
  • Image reconstruction 29%
  2 Citations (Scopus)

• 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., 25 Mar 2024, (Published Online) In: IEEE Transactions on Evolutionary Computation.

  Research output: Journal Publication › Article

  • Hyper-heuristics 100%
  • Dynamic Scheduling 99%
  • Reinforcement Learning 86%
  • Genetic Programming 80%
  • Container 69%

• Enhanced Rssi-Based High Accuracy Real-Time User Location Tracking System For Indoor And Outdoor Environments

  Lau, E-E-L., Lee, B. G., Lee, S-C. & Chung, W-Y., 2008, In: International Journal on Smart Sensing and Intelligent Systems. 1, 2, p. 534-548

  Research output: Journal Publication › Article › peer-review

  • Calibration 100%
  • Monitoring 73%
  • Experiments 46%

• Enhancing BDS-3 PPP-AR with observable-specific signal biases

  Suya, R. G., Chen, Y-T., Kwong, C. F. & Zhang, P., 12 Sept 2023, (Published Online) In: Measurement Science and Technology. 19 p.

  Research output: Journal Publication › Article › peer-review

  • Positioning 100%
  • positioning 73%
  • Satellites 57%
  • Navigation 37%
  • satellite navigation systems 31%
  1 Citation (Scopus)

• Evaluating the Nexus between housing and energy sectors: the comparison of urban, Peri-urban and rural housing areas in Zhuhai, China

  Cheshmehzangi, A., 16 Jun 2020, (Published Online) In: Energy and Power Engineering. 12, 06, p. 314-338

  Research output: Journal Publication › Article › peer-review

  Open Access

  File

  • housing conditions 100%
  • urban housing 98%
  • housing policy 97%
  • policy reform 96%
  • rural area 61%
  31 Downloads (Pure)

• Existence of Continuous Eigenvalues for a Class of Parametric Problems Involving the (p, 2) -Laplacian Operator

  Bhattacharya, T., Emamizadeh, B. & Farjudian, A., 1 Feb 2020, In: Acta Applicandae Mathematicae. 165, 1, p. 65-79 15 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  File

  • Boundary conditions 100%
  • Eigenvalue 82%
  • Principal Eigenvalue 80%
  • End point 72%
  • Half line 59%
  7 Citations (Scopus)

  41 Downloads (Pure)

• Exploring Operators's Natural Behaviors to Predict Catheterization Trial Outcomes in Robot assisted Intravascular Interventions

  Du, W., Omisore, O. M., Duan, W., Gan, L., Akinyemi, T. O., Lee, B. G., Liu, J. & Wang, L., 12 Jul 2022, In: IEEE Transactions on Medical Robotics and Bionics. 4, 3, p. 1 1 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Natural Operator 100%
  • Robot 87%
  • Predict 66%
  • Robotics 54%
  • Motion 51%
  5 Citations (Scopus)

• GAN-in-GAN for Monaural Speech Enhancement

  Duan, Y., Ren, J., Yu, H. & Jiang, X., 2023, In: IEEE Signal Processing Letters. 30, p. 853-857 5 p.

  Research output: Journal Publication › Article › peer-review

  • Speech Enhancement 100%
  • Discriminators 66%
  • Speech enhancement 65%
  • Audio recordings 36%
  • Recovery 35%
  2 Citations (Scopus)

• Green infrastructure practice and a sustainability key performance indicators framework for neighbourhood-level construction of sponge city programme

  Sun, J., Cheshmehzangi, A. & Wang, S., 4 Feb 2020, (Published Online) In: Journal of Environmental Protection. 11, 02, p. 82-109

  Research output: Journal Publication › Article › peer-review

  Open Access

  File

  • sponge 100%
  • sustainability 72%
  • infrastructure 71%
  • indicator 57%
  • city 54%
  28 Downloads (Pure)

• Innovation through urban diversity and achieving comprehensive sustainable urbanism from a community-oriented approach

  Cheshmehzangi, A. & Aurelia Li, H. M., 19 May 2020, (Published Online) In: Current Urban Studies. 08, 02, p. 222-240

  Research output: Journal Publication › Article › peer-review

  Open Access

  File

  • innovation 100%
  • economic system 66%
  • social system 60%
  • sustainability 46%
  • governance 40%
  33 Downloads (Pure)

• 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., 19 Apr 2024, (Published Online) In: IEEE Transactions on Emerging Topics in Computational Intelligence. 13 p.

  Research output: Journal Publication › Article › peer-review

  • Medical Image 100%
  • Image Segmentation 92%
  • Transformer 90%
  • Perception 83%
  • Convolution 67%

• Maximal mean exit time related to the p-Laplace operator

  Farjudian, A. & Emamizadeh, B., 2014, In: Applied Mathematics E - Notes. 14, p. 173-184 12 p.

  Research output: Journal Publication › Article › peer-review

  • P-Laplace Operator 100%
  • Exit Time 95%
  • Boundary value problems 82%
  • Mathematical operators 68%
  • Boundary Value Problem 51%

• Medical chief complaint classification with hierarchical structure of label descriptions

  Zhang, Z., Lu, Z., Liu, J. & Bai, R., 8 Apr 2024, (Published Online) In: Expert Systems with Applications. 123938.

  Research output: Journal Publication › Article › peer-review

• Monotonicity of the principal eigenvalue related to a non-isotropic vibrating string

  Emamizadeh, B. & Farjudian, A., 15 Aug 2014, In: Nonautonomous Dynamical Systems. 1, 1, p. 123-136 14 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  File

  • Principal Eigenvalue 100%
  • Monotonicity 68%
  • Strings 67%
  • Rearrangement 43%
  • Numerical Algorithms 39%
  1 Citation (Scopus)

  32 Downloads (Pure)

• Non-invasive cuff-less blood pressure machine learning algorithm using photoplethysmography and prior physiological data

  Yang, S., Morgan, S. P., Cho, S. Y., Correia, R., Wen, L. & Zhang, Y., Aug 2021, In: Blood Pressure Monitoring. 26, 4, p. 312-320 9 p.

  Research output: Journal Publication › Article › peer-review

  • Photoplethysmography 100%
  • Machine Learning 77%
  • Blood Pressure 43%
  • Computer Neural Networks 11%
  • Support Vector Machine 10%
  7 Citations (Scopus)

• Pre-Impact Firefighter Fall Detection Using Machine Learning on the Edge

  Chai, X., Lee, B-G., Pike, M., Wu, R., Chieng, D. & Chung, W-Y., 1 Jul 2023, In: IEEE Sensors Journal. 23, 13, p. 14997-15009 13 p.

  Research output: Journal Publication › Article › peer-review

  • machine learning 100%
  • Learning systems 80%
  • Machine learning 57%
  • Decision trees 38%
  • Network architecture 36%

• Promoting sustainability through governance of eco-city indicators: a multi-spatial perspective

  Deng, W., Cheshmehzangi, A., Ma, Y. & Peng, Z., Mar 2021, In: International Journal of Low-Carbon Technologies. 16, 1, p. 61-72

  Research output: Journal Publication › Article › peer-review

  Open Access

  File

  • sustainability 100%
  • governance 87%
  • stakeholder 62%
  • urban development 45%
  • building 42%
  8 Citations (Scopus)

  32 Downloads (Pure)

• Reflection on early lessons for urban resilience and public health enhancement during the COVID-19

  Cheshmehzangi, A., 29 Oct 2020, In: Health. 12, 10, p. 1390-1408

  Research output: Journal Publication › Article › peer-review

  Open Access

  File

  • public health 100%
  • pandemics 91%
  • city 63%
  • recommendation 34%
  • urban system 27%
  82 Downloads (Pure)

• Revisiting the built environment: 10 potential development changes and paradigm shifts due to COVID-19

  Cheshmehzangi, A., Jun 2021, In: Journal of Urban Management. 10, 2, p. 166-175

  Research output: Journal Publication › Article › peer-review

  Open Access

  File

  • development potential 100%
  • paradigm shift 96%
  • built environment 85%
  • pandemics 68%
  • paradigm 50%
  22 Citations (Scopus)

  125 Downloads (Pure)

• 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 › Article › peer-review

  Open Access

  • Object detection 100%
  • Reinforcement learning 97%
  • Semantics 33%
  • Labels 20%
  • Antennas 15%

• Smart Wearable Body Equilibrium Correction System with Mobile Device

  Lee, B. G., Chong, T. W., Tran, V. C. & Lee, S. M., 2017, In: International Conference on Computer Science and Application Engineering.

  Research output: Journal Publication › Article › peer-review

  • Muscle 100%
  • Mobile computing 90%
  • Vibrators 71%
  • Motion sensors 67%
  • Electromyography 65%

• Smart Wearables with Sensor Fusion for Fall Detection in Firefighting

  Chai, X., Wu, R., Pike, M., Jin, H., Chung, W-Y. & Lee, B-G., 12 Oct 2021, In: Sensors. 21, 20, p. 1-18 18 p., 6770.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • multisensor fusion 100%
  • Motion sensors 86%
  • Smart sensors 85%
  • Wearable sensors 85%
  • Units of measurement 77%
  6 Citations (Scopus)

• Some results on radial symmetry in partial differential equations

  Farjudian, A. & Emamizadeh, B., 2014, In: New York Journal of Mathematics. 20, p. 241-255 15 p.

  Research output: Journal Publication › Article › peer-review

  • Radial Symmetry 100%
  • Optimal Domain 56%
  • Partial differential equation 54%
  • Ball 44%
  • Domain Derivative 30%
  2 Citations (Scopus)

• Space and social distancing in managing and preventing COVID-19 community spread.

  Cheshmehzangi, A., Sedrez, M. & Dawodu, A., 2022, (Submitted) In: Heliyon.

  Research output: Journal Publication › Article › peer-review

• Structural priors guided network for the corneal endothelial cell segmentation

  Zhang, Y., Xi, R., Zeng, L., Towey, D., Bai, R., Higashita, R. & Liu, J., Aug 2023, In: IEEE Transactions on Medical Imaging. 43, 1, p. 1 1 p.

  Research output: Journal Publication › Article › peer-review

  • Endothelial cells 100%
  • Pixels 50%
  • Endothelial Cells 50%
  • Parameter estimation 41%
  • Convolution 22%

• Surface defect detection of hot rolled steel based on attention mechanism and dilated convolution for industrial robots

  Yu, Y., Chan, S., Tang, T., Zhou, X., Yao, Y. & Zhang, H., 14 Apr 2023, In: Electronics. 12, 8, 13 p., 1856.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Hot rolled steel 100%
  • Surface defects 87%
  • Industrial robots 81%
  • Convolution 71%
  • Defects 49%
  3 Citations (Scopus)

• The analysis of global warming patterns from 1970s to 2010s

  Cheshmehzangi, A., 1 Jul 2020, (Published Online) In: Atmospheric and Climate Sciences. 10, 03, p. 392-404

  Research output: Journal Publication › Article › peer-review

  Open Access

  File

  • global warming 100%
  • analysis 31%
  • literature 20%
  • habitat 18%
  • data center 17%
  31 Downloads (Pure)

• Unlocking the Potential of Cable-Driven Continuum Robots: A Comprehensive Review and Future Directions

  Bai, H., Lee, B. G., Yang, G., Shen, W., Qian, S., Zhang, H., Zhou, J., Fang, Z., Zheng, T., Yang, S., Huang, L. & Yu, B., 31 Jan 2024, In: Actuators. 13, 2, 52.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Cable 100%
  • Robot 97%
  • Continuum 70%
  • Cables 64%
  • Review 57%

• Urban form in China: entering an era of more 'Gated Communities' for resilient urbanism?

  Cheshmehzangi, A., Botti, G., Mangi, E., Dawodu, A. & Sedrez, M., 2021, In: The Architect. p. 234-239 6 p.

  Research output: Journal Publication › Article

  • settlement pattern 100%
  • surveillance 68%
  • resident 54%
  • China 47%
  • evidence 32%