廖璟,博士、副教授、硕士生导师。2007.07与2012.08分别于中南大学控制理论与控制工程专业与英国阿尔斯特大学计算机计算机与数学专业毕业,获工学硕士与博士学位。2012.09-2013.01在英国阿尔斯特大学担任助教。2013.02-2016.10在英国思催克莱德大学担任副研究员和研究员。现为CFF YOCSEF长沙分论坛学术秘书、AC,湖南省人工智能学会委员,中国计算机学会(CCF)会员。主要的研究方向为物联网、大数据与人工智能、智能家居等。主要承担《嵌入式系统与应用》、《物联网工程概论》、《IT行业资格考试辅导》等专业课程教学工作。在IEEE IB、《Applied energy》等国内外学术刊物以及本领域权威国际学术会议AAAI,KSEM等上发表论文20多篇,其中被SCI、EI光盘收录10多篇。
主持国家重点研发项目子课题1项、湖南省教育厅优秀青年项目1项、一般科研项目1项,参与国家重点研发计划、国家自然科学基金面上项目、湖南省自然科学基金等项目多项。多次指导学生在国家级“互联网+”、“创青春”、节能减排竞赛以及省级湖南省大学生程序设计竞赛、湖南省大学生物联网应用创新设计大赛等各项赛事取得好成绩。申请获得发明专利1项,实用新型专利2项,软件著作权登记多项。
2007年,毕业于中南大学控制理论与控制工程专业,获工学硕士学位;2012年,英国奥斯特大学,获计算机科学与数学博士学位。2013年至2016年在英国斯特克莱德大学工程学院通讯实验室分别任职research associate 和research fellow。
1. 国家青年基金“基于位置服务的社交网络中的数据安全与隐私保护机制研究”(61702180), 2018/1-2020/12,在研,参与
2. 英国BBSRC项目,“Precision Beef”,2015/04-2018/03,已结题,参与
3. 英国EPSRC项目,“REFIT: Personalised Retrofit Decision Support Tools for UK Homes using Smart Home Technology”( EP/K002457/1),2012/10-2015/10,已结题,参与
4. 英国EPSRC项目,“Aging Population Attitudes to Sensor Controlled Home Energy”(EP/K002708/1),2013/2-2015/4,已结题,参与
[1] Kanghang He, Lina Stankovic, Jing Liao, Vladimir Stankovic, “Non-Intrusive Load Disaggregation using Graph Signal Processing” IEEE transactions on Smart Grid, vol.9,no.4,pp.1739-1747, May 2018.(SCI,EI收录)
[2] H. Altrabalsi, V. Stankovic, J. Liao, and L. Stankovic, “Low-complexity energy disaggregation using appliance load monitoring,” AIMS Energy, vol. 4, no. 1, pp. 884-905, January 2016 (SCI,EI收录)
[3] D.M. Murray, J. Liao, L. Stankovic, and V. Stankovic, “Understanding usage patterns of electric kettle and energy saving potential,” Elsevier Applied Energy, 171:231-242 ,2016 (SCI,EI收录)
[4] L. Stankovic, V. Stankovic, J. Liao, and C. Wilson, “Measuring the energy intensity of domestic activities from smart meter data,” Elsevier Applied Energy, vol.183, pp. 1565–1580, December 2016. (SCI,EI收录).
[5] Jing Liao, Georgia Elafoudi, Lina Stankovic, Vladimir Stankovic, " Non-intrusive appliance load monitoring using low-resolution smart meter data,” 5th IEEE International Conference on Smart Grid Communications (SmartGridComm 2014), Venice, Italy, November,2014(EI 收录)
[6] Jing Liao, Lina Stankovic, Vladimir Stankovic, “Detecting Household Activity Pattern from Smart Meter Data”, The 10th international conference on Intelligent Environment (IE’14),shanghai, China, July, 2014(EI 收录)
[7] Hana Altrabalsi, Jing Liao, Lina Stankovic, Vladimir Stankovic, “A low-complexity energy disaggregation method: performance and robustness”, IEEE Symposium Series on Computational intelligence (SSCI 2014), Olando, Florida, USA, December 2014(ISTP,EI收录)
[8] Jing Liao, YaXin Bi, Chris Nugent, "Using the Dempster-Shafer Theory of Evidence With a Revised Lattice Structure for Activity Recognition", IEEE Transactions on Information Technology in Biomedicine, vol. 15, pp.74-82,2011. (SCI,EI收录)
[9] Jing Liao,YaXin Bi,Chris Nugent, " A weight factor algorithm for activity recognition utilizing a lattice-based reasoning structure ", the 23rd IEEE International Conference on Tools with Artificial Intelligence, Boca Raton, Florida, USA, 2011( ISTP,EI收录)
[10] Jing Liao,YaXin Bi,Chris Nugent, "Weight factor algorithms for activity recognition in lattice-based sensor fusion", LNCS on on Knowledge Science, Engineering and Management, pp.365-376, 2011(ISTP,EI收录)
主要研究领域为智能家居,信息挖掘,行为识别和大数据处理。