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孙乐

领域:新一代信息技术产业 学校:南京信息工程大学职称:教授

服务计算,云计算,边缘计算;医疗数据挖掘;软件工程...

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教育背景

2016年12月从澳大利亚维多利亚大学工程与科学系取得博士学位

工作经历

2017年2月进入南京信息工程大学计算机与软件学院工作。

项目课题经历

项目:1.基于深度贝叶斯的医疗数据流异常预测,国家自然科学青年基金,主研,2018-20202.省自然科学青年基金,主研,2017-20193.校人才启动基金,主研,2017-2019

论文、成果、著作等

部分论文:Journal Papers:1.Le Sun, Jiangang Ma, Hua Wang, et al., “Cloud ServiceDescription Model: An Extension of USDL for Cloud Services,” IEEE Transactionson Services Computing, vol. 11, no. 2, pp. 354-368, March-April, 2018. DOI:10.1109/TSC.2015.2474386.SCI检索,中科院分区1区2.Le Sun, Jiangang Ma, Yanchun Zhang, et al., “Cloud-FuSeR: Fuzzyontology and MCDM based cloud service selection”, Future Generation ComputerSystems, Volume 57, 2016.04, Pages 42-55,DOI=10.1016/j.future.2015.11.025.SCI检索,中科院分区2区3.Le Sun, Hai Dong, Farookh Khadeer Hussain. “Cloud ServiceSelection: State-of-the-Art and Future Research Directions”. Journal of Networkand Computer Applications, Volume 45, October 2014, pp. 134–150.SCI检索,中科院分区2区4.Le Sun, Jinyuan He, Xiaoxia Yin, et al., “An image segmentationframework for extracting tumors from breast magnetic resonance images”. Journalof Innovative Optical Health Sciences. Vol. 11, No. 2, 2018.01, DOI:10.1142/S1793545818500141.SCI检索5.Le Sun, “An influence diagram based cloud service selectionapproach in dynamic cloud marketplaces”, Cluster Computing, 2017.12, DOI:10.1007%2Fs10586-017-1438-7.SCI检索6.Sun Le, Shengyao Wu, ZhiguoQu, Mingming Wang, and Xiaojun Wang. "The effect of quantum noise on twodifferent deterministic remote state preparation of an arbitrary three-particlestate protocols."Quantum Information Processing17, no.10 (2018): 283. SCI.7.Jinyuan He, Le Sun, Jia Rong, Hua Wang, and Yanchun Zhang. “A pyramid-like model for heartbeatclassification from ECG recordings”, PLOS ONE, Accepted, 2018.10. SCI.8.Jiangang Ma (导师),Le Sun, Hua Wang, et al., “SupervisedAnomaly Detection in Uncertain Pseudoperiodic Data Streams”. ACM Transactionson Internet Technology 16, 1, Article 4, 20 pages, 2016.01, DOI=10.1145/2806890.SCI检索9.Le Sunand Jinyuan He, “An Extensible Framework for ECGAnomaly Detection in Wireless Body Sensor Monitoring Systems”. InternationalJournal of Sensor Networks,已录用, 2018.07.SCI检索10. Le Sun, Jinyuan He,Jiangang Ma, et al., “Limited-length Suffix-Array-Based Method for Variable-lengthMotif Discovery in Time Series”, Journal of Internet Technology,已录用, 2017.12.SCI检索11. Le Sun, Jinyuan He,Xiaoxia Yin, et al., “Deep Learning based Anomaly Detection”, Journal ofComputers,已录用, 2018.01.EI检索12. Le Sun, Jinyuan He, ChenWang, et al., “Survey of Cloud SLA Assurance in Pre-interaction andPost-interaction Start Time Phases”, Journal of Computers,已录用,2018.01.EI检索13. Le Sun, Jinyuan He, ChenWang, et al. “A Framework for Discovering Variable-length Motifs in MedicalData Streams”, Journal of Computers,已录用,2018.01.EI检索14. Le Sun, Chen Wang,Jinyuan He, et al., “User-oriented Cloud SLA Assurance Framework”, Journal ofComputers,已录用, 2018.01.EI检索15. Zhiguo Qu,Shengyao Wu,Le Sun, et al., “Analysis and Improvement ofSteganography Protocol Based on Bell States in Noise Environment”, Computers,Materials & Continua,已录用, 2018.05.SCI检索16. Yinghui Pan,Yifeng Zeng, Yanping Xiang,Le Sun, Xuefeng Chen, “Time-criticalinteractive dynamic influence diagram”, International Journal of ApproximateReasoning, Volume 57, February 2015, Pages 44-63.SCI检索,中科院分区2区17. Qu, Zhiguo,Shengyao Wu, Mingming Wang,Le Sun, and Xiaojun Wang. "Effectof quantum noise on deterministic remote state preparation of an arbitrarytwo-particle state via various quantum entangled channels." QuantumInformation Processing 16, no. 12 (2017): 306.SCI检索,中科院分区2区Conference papers:18. He J., Rong J., Sun L., Wang H., Zhang Y., Ma J. (2018)D-ECG: A Dynamic Framework for Cardiac Arrhythmia Detection from IoT-Based ECGs.In: Hacid H., Cellary W., Wang H., Paik HY., Zhou R. (eds) Web InformationSystems Engineering – WISE 2018. WISE 2018. Lecture Notes in Computer Science,vol 11234. Springer, Cham19. Le Sunand JinyuanHe, “Interactive Construction of Criterion Relations for Multi-criteriaDecision Making”, 4th International Conference on Cloud Computing and Security(ICCCS), Haikou, China, June 2018.20. Le Sunand JinyuanHe, “Criteria Interdependence in fuzzy multi-criteria decision making: asurvey”, the 4th International Conference on Cloud Computing and Security(ICCC), Haikou, China, June 2018.21. Le Sun, Hai Dong,Farookh Khadeer Hussain, et al., A Hybrid Fuzzy Framework for Cloud ServiceSelection. International Conference on Web Services (ICWS), Alaska, USA, June,2014.22. Le Sun, Hai Dong,Farookh Khadeer Hussain, Omar Khadeer Hussain, et al., Multicriteria DecisionMaking with Fuzziness and Criteria Interdependence in Cloud Service Selection.IEEE World Congress on Computational Intelligence (Fuzzy-IEEE), Beijing, China,2014.23. Le Sun, Jiangang Ma,Yanchun Zhang. Exploring Data Mining Techniques in Medical Data Streams.Australian Database Conference (ADC 2016).24. Le Sun, Jaipal Singh,Omar Hussain, Hussain. Service Level Agreement (SLA) Assurance for CloudServices: A Survey from a Transactional Risk Perspective. 14th InternationalConference on Information Integration and Web-based Applications & Services(iiWAS2012), Bali, Indonesia, 2012.25. Le Sun, Yifeng Zeng, andYanping Xiang, “An influence diagram approach for multiagent time-criticaldynamic decision modelling”. Proceedings of the 11th Pacific Rim internationalconference on Trends in artificial intelligence (PRICAI’10).26. Le Sun, Hai Dong, andJamshaid Ashraf. Survey of service description languages and their issues incloud computing. in Proceedings of the International Conference on Semantics,Knowledge and Grids (SKG), Beijing, 2012.27. Jinyuan He andLeSun (通讯作者), “Study ofDifferent Types of Fuzzy Sets and Fuzzy Decision Making Methods”, The FirstInternational Cognitive Cities Conference (IC3 2018), 7-9 August 2018, Okinawa,Japan.28. Jinyuan HeandLe Sun (通讯作者), “An interactiveservice composition model based on Interactive POMDP”, The First InternationalCognitive Cities Conference (IC3 2018), 7-9 August 2018, Okinawa, Japan.29. Jinyuan HeandLe Sun (通讯作者), “An InteractiveInterpretive Structural Modeling for Determining Criteria Relations”, The FirstInternational Cognitive Cities Conference (IC3 2018), 7-9 August 2018, Okinawa,Japan.30. Jinyuan HeandLe Sun (通讯作者), “A Review onSLA-related Applications in Cloud Computing”, The First International CognitiveCities Conference (IC3 2018), 7-9 August 2018, Okinawa, Japan.31. Jinyuan He, JiaRong,Le Sun, Hua Wang and Yanchun Zhang, “D-ECG: A DynamicFramework for Cardiac Arrhythmia Detection”, the 19th edition of the conferenceseries on Web Information Systems Engineering (WISE 2018), November 12-15,2018, Zayed University, Dubai, United Arab Emirates.32. J. Su, Y. Chen, Z.Sheng andLe Sun, "Bit Query Based M-ary Tree Protocol forRFID Tags Identification," GLOBECOM 2017 - 2017 IEEE Global CommunicationsConference, Singapore, 2017, pp. 1-7. doi: 10.1109/GLOCOM.2017.8253932

专利、著作版权等

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