Mrs Yulian   Cao
Postdoctoral Fellow

Mrs Yulian Cao

Science
School of Aviation

Dr. Yulian Cao is a Postdoctoral Fellow at the School of Aviation, The University of New South Wales (UNSW Sydney), Australia.

Dr. Cao received her Ph.D. degree in Logistics Technology & Equipment from Wuhan University of Technology, China in 2018. From 2012 to 2014, she worked as a visiting scholar at the Dept. of Industrial & Systems Engineering and the Integrated Brain Imaging Center (IBIC), Dept. of Radiology, Medicine School at the University of Washington (UW), Seattle, WA, USA.

Her research involves aviation logistics, evolutionary computation, industrial engineering, logistics & supply chain management, and medical data analytics. She has worked on business process simulation & optimization for container terminals since her undergraduate study in logistics engineering. Applying the Internet of Things (IoT) techniques to industry/manufacturing has been investigated since her postgraduate research. She has devoted herself to developing Evolutionary Algorithms (EAs) and exploring their applications to logistics and transportation problems for many years. Currently, she is motivated to explore and model real-life engineering problems in aviation,  transportation, supply chain, and utilize swarm intelligent algorithms to solve those problems. Several advanced methodologies, e.g. machine learning, data mining, social network analysis, are utilized in her research. Researches are also carried out on the theory of these technologies to promote their development.

Publications

  • Journal articles | 2021
    Mrs Yulian Cao
    He L; Li W; Chiong R; Abedi M; Cao Y; Zhang Y, 2021, 'Optimising the job-shop scheduling problem using a multi-objective Jaya algorithm', Applied Soft Computing, vol. 111, pp. 107654 - 107654, http://dx.doi.org/10.1016/j.asoc.2021.107654
    Journal articles | 2021
    Mrs Yulian Cao
    Li W; He L; Cao Y, 2021, 'Many-Objective Evolutionary Algorithm With Reference Point-Based Fuzzy Correlation Entropy for Energy-Efficient Job Shop Scheduling With Limited Workers', IEEE Transactions on Cybernetics, pp. 1 - 14, http://dx.doi.org/10.1109/TCYB.2021.3069184
    Journal articles | 2021
    Mrs Yulian Cao
    Xie Z; Liu Q; Cao Y, 2021, 'Hybrid deep learning modeling for water level prediction in yangtze river', Intelligent Automation and Soft Computing, vol. 28, pp. 153 - 166, http://dx.doi.org/10.32604/iasc.2021.016246
    Journal articles | 2021
    Mrs Yulian Cao
    He L; Chiong R; Li W; Dhakal S; Cao Y; Zhang Y, 2021, 'Multiobjective Optimization of Energy-efficient Job-Shop Scheduling with Dynamic Reference Point-based Fuzzy Relative Entropy', IEEE Transactions on Industrial Informatics, http://dx.doi.org/10.1109/TII.2021.3056425
    Journal articles | 2020
    Mrs Yulian Cao
    Yang W; Li W; Cao Y; Luo Y; He L, 2020, 'An information theory inspired real-time self-adaptive scheduling for production-logistics resources: Framework, principle, and implementation', Sensors (Switzerland), vol. 20, pp. 1 - 21, http://dx.doi.org/10.3390/s20247007
    Journal articles | 2020
    Mrs Yulian Cao
    Yang W; Li W; Cao Y; Luo Y; He L, 2020, 'Real-time production and logistics self-adaption scheduling based on information entropy theory', Sensors (Switzerland), vol. 20, pp. 1 - 17, http://dx.doi.org/10.3390/s20164507
    Journal articles | 2020
    Mrs Yulian Cao
    Hu Z; Li Z; Xu M; Chen C; Wu Q; Zou M; Cao Y, 2020, 'Inland river image dehazing algorithm based on water surface depth prior', International Journal of Computer Applications in Technology, vol. 63, pp. 160 - 160, http://dx.doi.org/10.1504/ijcat.2020.10030084
    Journal articles | 2020
    Mrs Yulian Cao
    Wu EQ; Hu D; Deng P-Y; Tang Z; Cao Y; Zhang W-M; Zhu L-M; Ren H, 2020, 'Nonparametric Bayesian Prior Inducing Deep Network for Automatic Detection of Cognitive Status.', IEEE Trans Cybern, pp. 1 - 14, http://dx.doi.org/10.1109/TCYB.2020.2977267
    Journal articles | 2020
    Mrs Yulian Cao
    Hu ZY; Chen CZ; Wu Q; Zou ML; Cao YL; Xu MH; Li ZY, 2020, 'Inland river image dehazing algorithm based on water surface depth prior', International Journal of Computer Applications in Technology, vol. 63, pp. 160 - 172, http://dx.doi.org/10.1504/IJCAT.2020.107919
    Journal articles | 2019
    Mrs Yulian Cao
    Cao Y; Zhang H; Li W; Zhou M; Zhang Y; Chaovalitwongse WA, 2019, 'Comprehensive Learning Particle Swarm Optimization Algorithm with Local Search for Multimodal Functions', IEEE Transactions on Evolutionary Computation, vol. 23, pp. 718 - 731, http://dx.doi.org/10.1109/TEVC.2018.2885075
    Journal articles | 2019
    Mrs Yulian Cao
    He L; Li W; Zhang Y; Cao Y, 2019, 'A discrete multi-objective fireworks algorithm for flowshop scheduling with sequence-dependent setup times', Swarm and Evolutionary Computation, vol. 51, pp. 100575 - 100575, http://dx.doi.org/10.1016/j.swevo.2019.100575
    Journal articles | 2018
    Mrs Yulian Cao
    Cao Y; Li W; Zhang Y, 2018, 'Hybrid Particle Swarm Optimization Algorithm with Adaptive Starting Strategy of Local Search Based on Quasi-Entropy', Tien Tzu Hsueh Pao/Acta Electronica Sinica, vol. 46, pp. 110 - 117, http://dx.doi.org/10.3969/j.issn.0372-2112.2018.01.016
    Journal articles | 2018
    Mrs Yulian Cao
    Li W-F; Cao Y-L; Zhang H, 2018, 'Hybrid particle swarm optimization algorithm with simple and efficient coupling strategy', Kongzhi Lilun Yu Yingyong/Control Theory and Applications, vol. 35, pp. 13 - 23, http://dx.doi.org/10.7641/CTA.2017.70168
    Journal articles | 2014
    Mrs Yulian Cao
    Yang H; Kundakcioglu E; Li J; Wu T; Mitchell JR; Hara AK; Pavlicek W; Hu LS; Silva AC; Zwart CM; Tunc S; Alagoz O; Burnside E; Chaovalitwongse WA; Presnyakov G; Cao Y; Sujitnapitsatham S; Won D; Madhyastha T; Weaver KE; Borghesani PR; Grabowski TJ; Shu L; Ling MH; Wong S-Y; Tsui K-L, 2014, 'Healthcare Intelligence: Turning Data into Knowledge', IEEE Intelligent Systems, vol. 29, pp. 54 - 68, http://dx.doi.org/10.1109/mis.2014.45
    Journal articles | 2014
    Mrs Yulian Cao
    ART CHAOVALITWONGSE W; Presnyakov G; YULIAN C; Sujitnapitsatham S; DAEHAN W; Madhyastha T; Weaver KE; Borghesani PR; Grabowski TJ, 2014, 'Diagnostic Network Modeling of Neural Connectivity Using Functional Magnetic Resonance Imaging', IEEE intelligent systems, vol. 29, pp. 62 - 65
    Journal articles | 2013
    Mrs Yulian Cao
    Li W; Zhong Y; Wang X; Cao Y, 2013, 'Resource virtualization and service selection in cloud logistics', Journal of Network and Computer Applications, vol. 36, pp. 1696 - 1704
    Journal articles | 2013
    Mrs Yulian Cao
    Madhyastha T; Cao Y; Sujitnapisatham S; Presnyakov G; Chaovalitwongse WA; Grabowski T; Alzheimer's Disease Neuroimaging Initiative , 2013, 'Link clustering to explore brain dynamics using resting state functional MRI', Journal of radiology and radiation therapy, vol. 1, pp. 1012
    Journal articles | 2011
    Mrs Yulian Cao
    Cao Y; Li W, 2011, 'Research on business process simulation and process reengineering in automobile Ro-Ro terminals', Wuhan Ligong Daxue Xuebao (Jiaotong Kexue Yu Gongcheng Ban)/Journal of Wuhan University of Technology (Transportation Science and Engineering), vol. 35, http://dx.doi.org/10.3963/j.issn.1006-2823.2011.04.041
  • Conference Papers | 2020
    Mrs Yulian Cao
    Cao Y; Zhou M; Li W; Lodewijks G, 2020, 'Heterogeneous Particle Swarm Optimizer and its Application in Aircraft Manufacturing Logistics', in 2020 IEEE International Conference on Networking, Sensing and Control, ICNSC 2020, IEEE, presented at 2020 IEEE International Conference on Networking, Sensing and Control (ICNSC), 30 October 2020 - 02 November 2020, http://dx.doi.org/10.1109/ICNSC48988.2020.9238107
    Conference Papers | 2019
    Mrs Yulian Cao
    Cao Y; Lodewijks G; Li W, 2019, 'Bi-swarm particle swarm optimizer with novel neighborhood topology strategy and its application of intermodal transportation', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, IEEE, pp. 3741 - 3745, presented at 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC), 06 October 2019 - 09 October 2019, http://dx.doi.org/10.1109/SMC.2019.8914598
    Conference Papers | 2017
    Mrs Yulian Cao
    Cao Y; Li W; Chaovalitwongse WA, 2017, 'Hybrid comprehensive learning particle swarm optimizer with adaptive starting local search', in International Conference in Swarm Intelligence, Springer, pp. 148 - 157
    Conference Papers | 2014
    Mrs Yulian Cao
    Li W; Liang X; Zhong Y; Cao Y; Dong X; Zhou M, 2014, 'Logistics social networks', in Networking, Sensing and Control (ICNSC), 2014 IEEE 11th International Conference on, IEEE, pp. 507 - 512
    Conference Papers | 2013
    Mrs Yulian Cao
    Cao Y; Li W; Song W; Chaovalitwongse WA, 2013, 'Collaborative material and production tracking in toy manufacturing', in Computer Supported Cooperative Work in Design (CSCWD), 2013 IEEE 17th International Conference on, IEEE, pp. 645 - 650
    Conference Papers | 2013
    Mrs Yulian Cao
    Song W; Li W; Fu X; Cao Y; Yang L, 2013, 'RFID Based Real-Time Manufacturing Information Perception and Processing', in International Conference on Algorithms and Architectures for Parallel Processing, Springer, pp. 303 - 310
    Conference Papers | 2013
    Mrs Yulian Cao
    Bao J; Shou X; Li W; Tao X; Cao Y; Yang H, 2013, 'Study on Fear Emotion Recognition Based on Traditional Chinese Medicine and Body Sensor Network', in Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on, IEEE, pp. 368 - 373
    Conference Papers | 2011
    Mrs Yulian Cao
    Cao YL; Li WF; Song W, 2011, 'Research on materials tracking in toy production based on the Internet of Things', in Advanced Materials Research, Trans Tech Publ, pp. 2439 - 2442
    Conference Papers | 2011
    Mrs Yulian Cao
    Cao Y; Li W; Zhang J, 2011, 'Real-time traffic information collecting and monitoring system based on the internet of things', in Pervasive Computing and Applications (ICPCA), 2011 6th International Conference on, IEEE, pp. 45 - 49

Awards

Grants

Media