Publications

Quantitative Imaging


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Publications of J. Li
Articles in journal or book chapters
  1. J. Li, J. K. Ward, J. Tong, L. Collins, and G. Platt. Machine Learning for Solar Irradiance Forecasting of Photovoltaic System. Journal of Renewable Energy, 90:542--553, May 2016. [DOI] [bibtex-entry]

  2. X. Li, S. Luo, Q. Hu, J. Li, D. Wang, and F. Chiong. Automatic Lung Field Segmentation in X-ray Radiographs Using Statistical Shape and Appearance Models. Journal of Medical Imaging and Health Informatics, 6(2):338--348, April 2016. [DOI] [bibtex-entry]

  3. M. Yuwono, Y. Guo, J. Wall, J. Li, S. West, G. Platt, and S. W Su. Unsupervised Feature Selection using Swarm Intelligence and Consensus Clustering for Automatic Fault Detection and Diagnosis in Heating Ventilation and Air Conditioning Systems. Journal of Applied Soft Computing, 34:402--425, September 2015. [DOI] [bibtex-entry]

  4. Y. Guo, J. Wall, J. Li, and S. West. Intelligent Model Based Fault Detection and Diagnosis for HVAC System Using Statistical Machine Learning Methods. ASHRAE Transactions, 119:1--8, 2013. [DOI] [bibtex-entry]

  5. L. Jiang, S. Luo, and J. Li. Intelligent electrical appliance event recognition using multi-load decomposition. Advanced Materials Research, 805-806:1039--1045, September 2013. [DOI] [bibtex-entry]

  6. J. Li, Y. Guo, G. Platt, and J. K Ward. Renewable Energy Aggregation with Intelligent Battery Controller. Journal Renewable Energy, 4:220--228, November 2013. [DOI] [bibtex-entry]

  7. J. Li, G. Platt, and G. James. Demand Management of Distributed Energy Resources Based on GA Optimization. Journal of Dynamic Systems, Measurement and Control, 136:0210141--0210147, March 2013. [DOI] [bibtex-entry]

  8. J. Li, S. West, and G. Platt. Power Signature Based NonIntrusive Load Disaggregation. International Journal of Modelling, Identification and Control, 20:16--24, 2013. [DOI] [bibtex-entry]

  9. X. Li, S. Luo, and J. Li. Liver Segmentation from CT Image Using Fuzzy Clustering and Level Set. Journal of Signal and Information Processing, 4:36--42, August 2013. [DOI] [bibtex-entry]

  10. S. Luo and J. Li. Nonrigid Object Modelling and Visualization for Hepatic Surgery Planning in e-Health. Advances in Multimedia Modeling, 7733:521--524, January 2013. [DOI] [bibtex-entry]

  11. J. Wall, J. Li, and G. Platt. An Application of a Soft Real-Time Genetic Algorithm for HVAC System Control. International Journal of Emerging Trends and Technology in Computer Science, 2:424--434, May-June 2013. [DOI] [bibtex-entry]

  12. Y. Guo and J. Li. Maximal Margin Algorithms for Pose Estimation. Computational Intelligence and its Applications: Evolutionary Computation, Fuzzy Logic, Neural Network and Support Vector Machine Techniques, Book Chapter 1, 2012. [DOI] [bibtex-entry]

  13. L. Jiang, J. Li, S. Luo, S. West, and G. Platt. Power Load Event Detection and Classification Based on Edge Symbol Analysis and Support Vector Machine. Applied Computational Intelligence and Soft Computing, 2012:Article ID 742461, 2012. [DOI] [bibtex-entry]

  14. J. Wall andY. Guo, J. Li, and S. West. A Dynamic Machine Learning-based Technique for Automated Fault Detection in HVAC Systems. ASHRAE Transactions, 117:1--8, 2011. [DOI] [bibtex-entry]

  15. J. Li, S. Luo, and J. S. Jin. Sensor Data Fusion for Accurate Cloud Presence Prediction Using Dempster-Shafer Evidence Theory. Sensors, 10:9384--9396, October 2010. [DOI] [bibtex-entry]

  16. J. Li, G. Platt, G.Poulton, J. Wall, and G. James. Dynamic Zone Modelling for HVAC System Control. International Journal of Modelling and Identification and Control, 9:5--14, 2010. [DOI] [bibtex-entry]

  17. J. Li, G. Poulton, and Geoff James. Coordination of Distributed Energy Resource Agents. Journal of Applied Artificial Intelligence, 24:351--380, May 2010. [DOI] [bibtex-entry]

  18. G. Platt, J. Li, R. Li, G. Poulton, G. James, and J. Wall. Adaptive HVAC Zone Modeling for Sustainable Buildings. Journal of Energy and Buildings, 42:412--421, April 2010. [DOI] [bibtex-entry]

Conference articles
  1. J. Li and J. H. Braslavsky. Optimal Sizing of Photovoltaic and Battery for Residential House Using Genetic Algorithms. In 8th Asia-Pacific Power and Energy Engineering Conference, Suzhou, China , pages 217--224, 15-17 April 2016. IEEE. [DOI] [bibtex-entry]

  2. Y. Guo, J. Wall, J. Li, and S. West. Intelligent Sensor Monitoring and Fault Detection in Heating Ventilation and Air Conditioning Systems. In the 9th International Conference on Sensing Technology, Auckland, New Zealand , 18-20 December 2015. IEEE. [bibtex-entry]

  3. X. Li, S. Luo, Q. Hu, J. Li, and D. Wang. Rib Suppression in Chest Radiographs for Lung Nodule. In International Conference on Information and Automation, Lijing, China , pages 50--55, 8 - 10 August 2015. IEEE. [bibtex-entry]

  4. S. Luo, X. Li, D. Wang, J. Li, and C. Sun. Automatic Fish Recognition and Counting in the Video Footage of Fishery Operations. In International Conference on Computational Intelligence and Communication Networks, Jabalpur, India , pages 296--299, 12-14 December 2015. IEEE. [DOI] [bibtex-entry]

  5. S. Luo, X. Li, D. Wang, C. Sun, J. Li, and G. Tang. Intelligent Tuna Recognition for Fisheries Monitoring. In The 12th International Computer Conference on Wavelet Active Media Technology and Information Processing, Chengdu, China , pages 158--162, 18-20 December 2015. [DOI] [bibtex-entry]

  6. L. Jiang, S. Luo, and J. Li. Intelligent electrical event recognition on general household power appliances. In 15th IEEE Workshop on Control and Modeling for Power Electronics, Santander, Spain , 22-25 June 2014. IEEE. [bibtex-entry]

  7. S. Luo and J. Li. Accurate Object Segmentation Using Novel Active Shape and Appearance Models Based on Support Vector Maching Learning. In 4th International Conference on Audio, Language and Image Processing, Shanghai, China , pages 347--351, 7-9 July 2014. IEEE. [bibtex-entry]

  8. L. Jiang, S. Luo, and J. Li. Automatic power load event detection and appliance classification based on power harmonic features in nonintrusive appliance load monitoring. In 8th IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, Melbourne, Australia , pages 1083--1088, 19-21 June 2013. [bibtex-entry]

  9. S. Luo, X. Li, and J. Li. Improvement of Liver Segmentation by Combining High Order Statistical Texture Features with Anatomical Structural Features. In 2013 International Conference on Biomedical Engineering, Beijing, China , pages 67--72, 14-16 June 2013. [bibtex-entry]

  10. M. Yuwono, S. W. Su, Y. Guo, J. Wall, J. Li, and S. West. Automatic Feature Selection using Multiobjective Cluster Optimization for Fault Detection in a Heating Ventilating and Air Conditioning System. In 1st International Conferenec on Artificial Intelligence, Modelling and Simulation, Malaysia , 3-5 December 2013. [bibtex-entry]

  11. Y. Guo, D. Dehestani, J. Li, J. Wall, and S. West. Intelligent Outlier Detection for HVAC System Fault Detection. In 10th International Conference on Healthy Buildings, Brisbane, Australia , 8-12 July 2012. [bibtex-entry]

  12. L. Jiang, S. Luo, and J. Li. An Approach of household power Appliance Monitoring Based on Machine Learning. In The 5th International Conference on Intelligent Computation Technology and Automation, Zhangjiajie, China , pages 577--580, 12-13 January 2012. [bibtex-entry]

  13. J. Li, Y. Guo, J. Wall, and S. West. Fault Detection for HVAC System. In 10th International Conference on Healthy Buildings, Brisbane, Australia , 8-12 July 2012. [bibtex-entry]

  14. J. Li, S. West, and G. Platt. Power Decomposition Based on SVM Regression. In The 4th International Conference on Modelling, Identification and Control, Wuhan, China , pages 1256--1261, 12-13 January 2012. [bibtex-entry]

  15. S. Luo, J. Li, and S. Seneviratn. Accurate Non-rigid Object Segmentation in Medical Images by Fusing Statistical Features with Structural Features. In Chinese Conference on Pattern Recognition, Beijing, China , pages 404--412, 24-26 September 2012. [bibtex-entry]

  16. Y. Guo, J. Wall, J. Li, and Sam West. A Machine Learning Approach for Fault Detection in Multi-variable Systems. In 2nd International Workshop on Agent Technologies for Energy System, Taipei, Taiwan , 2 May 2011. [bibtex-entry]

  17. L. Jiang, J. Li, S. Luo, J. Jin, and S. West. Literature Review of Power Disaggregation. In International Conference on Modelling, Identification and Control, Shanghai, China , June 2011. [bibtex-entry]

  18. S. Luo, J. J. Jin, and J. Li. A Knowledge-based Approach for Segmenting Cerebral Vasculature in Neuroimages. In International Conference on Measuring Technology and Mechatronics Automation, Shanghai, China , pages 74--77, 6-7 January 2011. [bibtex-entry]

  19. R. Li, J. Li, G. Poulton, and G. James. Agent-Based Optimisation Systems for Electrical Load Management. In Proceedings of First International Workshop on Optimisation in Multi-Agent Systems (OPTMAS), pages 60--69, 2008. [bibtex-entry]


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Last modified: Mon Aug 26 10:56:13 2019
Author: Changming Sun.

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