威尼斯在线平台_威尼斯手机版娱乐场(正规)官网

刘礼

17/03/17 17:34:11 作者: 点击:[] [小] [中] [大]

 

个人简介

刘礼,副教授,博士。邮箱:dcsliuli@cqu.edu.cn

研究方向:大数据分析、人工智能、智能穿戴技术。

一直致力于从事传感大数据分析技术及其应用研究,主持国家基金委面上项目、青年基金,国家重大研发计划项目子课题,重庆市科委重大专项,教育部科研启动基金等10余项,主研完成欧盟框架7重大项目,国家重点基础研究项目(973计划)重大重点等项目近20项;已发表论文100余篇,其中SCI论文近40篇、SSCI论文4篇,其中JCR一区论文20余篇,ESI高被引论文2篇,CCF ABC列表论文40余篇,包括AAAI、CSCW、PR、INS等人工智能顶级期刊会议,Google引用率1400+次;申请发明专利8项;担任Sensors、Web Intelligence等国际SCI期刊的客座主编,在UbiComp、CSCW等CCF ABC类国际会议或研讨会任程序委员会主席、委员等,任全国可穿戴计算会议秘书长,以及IEEE Transactions on Cybernetics,IEEE Intelligent Systems,IEEE Transactions on Learning Technologies等人工智能顶级期刊的评审;重庆市高层次人才。 

创立了威尼斯在线平台物联网体感大数据实验室;结合大数据技术实际应用于建筑、医疗、制造等行业,与重庆本地企事业单位合作,研发完成大数据驱动的智慧建筑工地信息管理平台、肿瘤风险等级预测模型、长安汽车发动机生产质量预测等一系列实际上线应用,实现了技术创新与科技成果转化。


威尼斯在线平台物联网体感大数据实验室

* 实验室长期招收硕士生和本科生,有意者请邮件联系。

 

受教育经历

2005/09 – 2008/12,巴黎十一大学,计算机学院,博士

2005/02 - 2005/05,清华大学,计算机学院,交换生

2003/09 – 2005/06,兰州大学,信息科学与工程学院,硕士

2001/06 - 2001/08,国立清华大学,电机资讯学院,“莙政学者”交换生

1999/09 – 2003/06,兰州大学,信息科学与工程学院,本科

 

 

研究工作经历

2015/07 至今,威尼斯在线平台,大数据与软件学院,副教授

2013/07 – 2016/02,新加坡国立大学,计算机学院,高级研究员 (Senior Research Fellow)

2009/01 – 2014/10,兰州大学,信息科学与工程学院,副教授

 

 

专业任职经历


2010/05 至今,中国计算机学会协同专业委员会,委员

2016/11 至今,中国计算机学会生物信息学专业组,委员

2018/09 至今,中国计算机学会普适计算专业委员会,委员

2019/04 至今,中国生物医学工程学会中医药工程分会,委员

 

人才计划

重庆市高层次人才(第四类)

 

主要论著


期刊论文(SCI *分区为中科院分区)

1. Zhang, S.P., Dong, J.Q., Liu, L., Huang, Z.G., Huang, L., Lai, Y.C.,Reinforcement learning meets minority game: Toward optimal resource allocation, Physical Review E, 99(032302), 2019. (SCI, 三区)

2. Wu, Y., Li, L.L., Liu, L., Liu, Y., Nondestructive measurement of internal quality attributes of apple fruit by using NIR spectroscopy, Multimedia Tools and Applications, 78(4):4179–4195, 2019. (SCI, 三区, CCF C)

3. Liu, L., Wang, S., Hu, B., Qiong, Q.Y., Wen, J.H., Rosenblum, D.S., Learning structures of interval-based Bayesian networks in probabilistic generative model for human complex activity recognition, Pattern Recognition 81:545-561, 2018. (SCI, 二区, CCF B)

4. Wang, A.G., Chen, G.L., Wu, X., Liu, L., An, N., Chang, C.Y., Towards Human Activity Recognition: A Hierarchical Feature Selection Framework, 18(11), 3629, Sensors, 2018. (SCI, 三区)

5. Liu, M., Rus, V., Liu, L., Automatic Chinese multiple choice question generation using mixed similarity strategy, IEEE Transactions on Learning Technologies, 11(2):193-202, 2018. (SCI,四区, SSCI)

6. Peng, Y.X., Liu, L., Zhang, Y.K., Cao, J., Cheng, Y., Wang, J., A smooth impact drive mechanism actuation method for flapping wing mechanism of bio-inspired micro air vehicles, Microsystem Technologies, 24(2): 935–941,2018. (SCI, 四区)

7. Wang, A.G., An, N., Chen, G.L., Liu, L., Alterovitz, G., Subtype dependent biomarker identification and tumor classification from gene expression profiles, Knowledge-Based Systems, 146:104-117, 2018. (SCI, 二区)

8. Liu, M., Liu, L.P., V., Liu, L., Group awareness increases student engagement in online collaborative writing, The Internet and Higher Education, 38:1-8, 2018. (SCI)

9. Chen, G.L., Wang, A.G., Zhao, S., Liu, L., Chang, C.Y., Latent feature learning for activity recognition using simple sensors in smart homes, Multimedia Tools and Applications 77 (12):15201-15219, 2018 (SCI, 三区)

10. Liu, L., Wang, S., Su, G.X, Huang, Z.G., Liu, M., Towards complex activity recognition using a Bayesian network-based probabilistic generative framework, Pattern Recognition, 68:295–309, 2017 (SCI, IF=4.582,二区, CCF B)

11. Liu, L., Wang, S., Su, G.X, Hu, B., Peng, Y.X., Xiong, Q.Y., Wen, J.H., A framework of mining semantic-based probabilistic event relations for complex activity recognition, Information Sciences, 418-419:13-33, 2017. (SCI, IF=4.221, 二区, CCF B)

12. Liu, M., Rus, V., Liu, L., Automatic Chinese Factual Question Generation, IEEE Transactions on Learning Technologies, 10(2):194-204, 2017. (SCI, IF=2.267, 四区)

13. Liu, M., Rus, V., Liao, Q, Liu, L., Encoding and Ranking Similar Chinese Characters, Journal of Information Science and Engineering, 33(5): 1195-1211, 2017. (SCI, IF=0.414, 四区)

14. Liu, M., Li, Y., Xu, W.W., Liu, L., Automated Essay Feedback Generation and Its Impact in the Revision, IEEE Transactions on Learning Technologies, 10(4): 502-513, 2017. (SCI, IF= 2.267, 四区)

15. Lu, Y.G., Wei, Y., Liu, L., Zhong, J., Sun, L.T., Liu, Y., Towards Unsupervised Physical Activity Recognition Using Smartphone Accelerometers, Multimedia Tools and Applications, 76(8):10701-10719, 2017. (SCI, IF=1.346, 四区, CCF C)

16. Wang, Q.R., Liu, L., Wang, S., Wang, J.Z., Liu, M., Predicting Beijing’s tertiary industry with an improved grey model, Applied Soft Computing, 57:482–494, 2017. (SCI, IF=3.541, 二区)

17. Huo, JY, Zhang, YN, Luo, LH, Long, YP, He, ZF, Liu, L., Model Parameter Optimization Method Research in Heihe River Open Modeling Environment (HOME), International Journal of Pattern Recognition and Artificial Intelligence, 31(9), 2017 (SCI, IF= 1.195, 四区)

18. Peng, Y.X., Cao, J., Liu, L., Yu, H.Y., A piezo-driven flapping wing mechanism for micro air vehicles, Microsystem Technologies, 23(4):967-973, 2017. (SCI, IF=0.875, 四区)

19. Liu, L., Wang, S., Peng, Y.X., Huang, Z.G., Liu, M., Hu, B., Mining intricate temporal rules for recognizing complex activities of daily living under uncertainty, Patten Recognition, 60:1015-1028, 2016. (SCI, IF=3.399, 二区, CCF B)

20. Liu, L., Peng, Y.X, Wang, S., Huang, Z.G., Liu, M., Complex Activity Recognition Using Time Series Pattern Dictionary Learned from Ubiquitous Sensors, Information Sciences, 340–341:41–57, 2016. (SCI, IF=4.221, 二区, CCF B)

21. Liu, Y., Nie, L.Q., Liu, L., Rosenblum, D.S., Action to Activity: Sensor-Based Activity Recognition, Neurocomputing, 181:108–115, 2016. (SCI, IF=2.083, 三区, CCF C)

22. Liu, L., Chen, X.W., Liu, M., Jia, Y.P., Zhong, J., Gao, R.M., Zhao, Y., An influence power-based clustering approach with PageRank-like model, Applied Soft Computing, 40:17-32, 2016. (SCI, IF=2.810, 二区)

23. Liu, L., Sun, L.T., Chen, S.P., Liu, M., Zhong, J., K-PRSCAN: A clustering method based on PageRank, Neurocomputing, 175(A):65-80, 2016. (SCI, IF=2.083, 三区, CCF C)

24. Liu, L., Wang, Q.R., Wang, J.Z., Liu, M., A Rolling Grey Model Optimized by PSO in Economic Prediction, Computational Intelligence, 32(3):391-419, 2016. (SCI, IF=1.0, 四区, CCF C)

25. Liu, L., Peng, Y.X, Huang, Z.G., Liu, M., Sensor-based Human Activity Recognition System with A Multilayered Model Using Time Series Shapelets, Knowledge-Based Systems, 90:138-152, 2015. (SCI, IF=2.947, 二区, CCF C)

26. Liu, L., Luo, D.S., Liu, M., Zhong, J., Wei, Y., Sun, L.T., A Self-adaptive Hidden Markov Model for Emotion Classification in Chinese Microblogs, Mathematical Problems in Engineering, vol.2015, article no. 987189, 2015. (SCI, IF=1.082, 三区)

27. Liu, L., Wang, Q.R., Liu, M., Li, L., An intelligence optimized rolling grey forecasting model fitted to small economic dataset, Abstract and Applied Analysis, vol. 2014, article no. 641514, 2014. (SCI, IF=1.274, 二区)

28. Liu, L., Chen, X.W., Luo, D.S., Lu, Y.G., Xu, G.D., Liu, M., HSC: A Spectral Clustering Algorithm Combined with Hierarchical Method, Neural Network World, 2013, 23(6):499-521. (SCI, IF=0.412, 四区)

29. Liu, L., Li, L., Hu, B., Algorithms for k-fault Tolerant Power Assignments in Wireless Sensor Networks, Science China-Information Sciences, 2010, 53(12):2527–2537. (SCI, IF=0.702, 四区, CCF B)

30. Liu, L., Hu, B., Li, L., Algorithms for Energy Efficient Mobile Object Tracking in Wireless Sensor Networks, Cluster Computing, 2010, 13(2):181-197. (SCI, IF=0.949, 三区)

31. Liu, L., Hu, B., Li, L., Energy Conservation Algorithms for Maintaining Coverage and Connectivity in Wireless Sensor Networks, IET Communications, 2010, 4(7):786-800. (SCI, IF=0.72, 四区, CCF C)

32. Li, X.W., Zhao, Q.L., Liu, L., Peng, H., Qi, Y.B., Mao C.S., Zheng, F, Liu, Q.Y., Hu, B., Improve Affective Learning With EEG Approach, Computing and Informatics, 2010, 29(4):557-570. (SCI, IF=0.319, 四区)

33. Hu, Bin, Hu, Bo, Wan, J.Z., Zheng, F., Liu, L., UWMAIS: Ubiquitous Water Monitoring Platform, Cluster Computing, 2010, 13(2):153-165. (SCI, IF=0.949, 三区)

34. Li, H., Miao, H.F., Liu, L., Li, L., Zhang, H.P., Energy Conservation in Wireless Sensor Networks and Connectivity of Graphs, Theoretical Computer Science, 2008, 393/1-3:81-89. (SCI, IF=1.0, 三区, CCF B)



会议论文(SCI,EI,ISTP)

1. Ma, W.C., Hu, J.F., Liao, J., Fan, Z.C., Wu, J.J., Liu, L., Finger Gesture Recognition Based on 3D-Accelerometer and 3D-Gyroscope, International Conference on Knowledge Science, Engineering and Management, KSEM 2019, pp. 406-413, 2019.(CCF C)

2. Yang, Z.B., Li, L., He, J., Wei, Z.X., Liu, L., Liao, J., Multimodal Learning with Triplet Ranking Loss for Visual Semantic Embedding Learning, International Conference on Knowledge Science, Engineering and Management, KSEM 2019, pp. 763-773, 2019.(CCF C)

3. Huang, K.X., Cao, Y.K., Du, Y., Li, L., Liu, L., Liao, J., Social-Aware and Sequential Embedding for Cold-Start Recommendation, International Conference on Knowledge Science, Engineering and Management, KSEM 2019, pp. 60-71, 2019.(CCF C)

4. Li, Y.D., Wang, T.Q., Li, L., Li, C.H., Yang, Y., Liu, L., Hand Gesture Recognition and Real-time Game Control Based on A Wearable Band with 6-axis Sensors, International Joint Conference on Neural Networks, IJCNN 2018, pp.1-6, 2018. (CCF C)

5. Hu, J.F., Ma, W.C., Khan, A., Liu, L., Recognizing Character-Matching CAPTCHA Using Convolutional Neural Networks with Triple Loss, International Conference on Knowledge Science, Engineering and Management, KSEM 2018, pp. 209-220, 2018.(CCF C)

6. Wang, D.N., Liu, L., Su, G.X., Li, Y.D., Khan, A., Recognizing Diseases from Physiological Time Series Data Using Probabilistic Model, KSEM 2018, pp. 388-399, 2018.(CCF C)

7. Wang, T.Q., Li, Y.D., Hu, J.F., Khan, A., Liu, L., Li, C.H., Hashmi, A., Ran, M.Y., A Survey on Vision-Based Hand Gesture Recognition, International Conference on Smart Multimedia, ICSM2018, pp. 219-231, 2018.

8. Xie, R., Gu, C., Liu, L., Chen, L., Zhang, L., Large Scale UAVs Collaborative Formation Simulation Based on Starlings’ Flight Mechanism, Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data, APWeb-WAIM 2018, pp. 65-78, 2018. (CCF C)

9. Su, H.Z., Li, Y.D., Liu, L., Gesture Recognition Based on Accelerometer and Gyroscope and Its Application in Medical and Smart Homes, Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data, APWeb-WAIM 2018, pp.90-100, 2018. (CCF C)

10. Li, L., Li, C.H., Wu, Y., Yang, Y., Zhang, Y., Zhang, H., Wu, B., Liu, L., Xie, R., Spectroscopy-Based Food Internal Quality Evaluation with XGBoost Algorithm,. Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data, APWeb-WAIM 2018, pp. 56-64, 2018. (CCF C)

11. Wang, K.X., Chu, Z., Wang, K., Yu, T., Liu, L., Speech Emotion Recognition Using Multiple Classifiers, Asia-Pacific Web and Web-Age Information Management Joint Conference on Web and Big Data, APWeb-WAIM 2017, pp.84-93, 2017. (CCF C)

12. Wu, Y., Liu, L., Kang, J., Li, L., Huang, B.X., Measuring the Wellness Indices of the Elderly Using RFID Sensors Data in a Smart Nursing Home, Asia-Pacific Web and Web-Age Information Management Joint Conference on Web and Big Data, APWeb-WAIM 2017, pp. 66-73, 2017. (CCF C)

13. Wu, Y., Li, L., Ma, C., Li, L., Huang, B.X., Liu, L., Forecasting the wellness of elderly through SNMS, AIP Conference Proceedings, 1820 (1):080012, 2017.

14. Wang, X., Lu, Y.G., Wang, D., Liu, L., Zhou, H., Using Jaccard Distance Measure for Unsupervised Activity Recognition with Smartphone Accelerometers, Asia-Pacific Web and Web-Age Information Management Joint Conference on Web and Big Data, APWeb-WAIM 2017, pp. 74-83, 2017. (CCF C)

15. Wang, A.G., Chen, G.L., Shang, C.J., Zhang, M.F., Liu, L., Human Activity Recognition in a Smart Home Environment with Stacked Denoising Autoencoders, The International Conference on Web-Age Information Management, WAIM 2016, vol.9998, pp. 29-40, Springer, 2016. (CCF C)

16. Wang, D.C., Liu, L., Wang, X.L., Lu, Y.G., A Novel Feature Extraction Method on Activity Recognition Using Smartphone, The International Conference on Web-Age Information Management, WAIM 2016, vol.9998, pp. 67-76, Springer, 2016. (CCF C)

17. Liu, L., Cheng, L., Liu, Y., Jia, Y.P., Rosenblum, D.S., Recognizing Complex Activities by a Probabilistic Interval-Based Model, The 30th AAAI Conference on Artificial Intelligence, AAAI 2016, pp. 1266- 1272, AAAI press, 2016. (CCF A)

18. Jia, Y.P., Song, X.M., Zhou, J.B., Liu, L., Nie, L.Q., Rosenblum, D.S., Fusing Social Networks with Deep Learning for Volunteerism Tendency Prediction, The 30th AAAI Conference on Artificial Intelligence, AAAI 2016, pp. 165- 171, AAAI press, 2016. (CCF A)

19. Liu, L., Huang, Z.G., Peng, Y.X., Liu, M., A Hierarchical Pachinko Allocation Model for Social Sentiment Mining, The 8th International Conference on Knowledge Science, Engineering and Management, KSEM 2015, pp. 299-311, LNAI, Springer, 2015. (CCF C)

20. Wei, Y., Liu, L., Zhong, J., Lu, Y.G., Sun, L.T., Unsupervised Race Walking Recognition Using Smartphone Accelerometers, The 8th International Conference on Knowledge Science, Engineering and Management, KSEM 2015, pp. 691–702, LNAI, Springer, 2015. (CCF C)

21. Zhong, J., Liu, L., Wei, Y., Luo, D.S., Sun L.T., Lu, Y.G., Personalized Activity Recognition using Molecular Complex Detection Clustering, Ubiquitous Intelligence and Computing, UIC2014, pp. 850–854. IEEE, 2014. (CCF C)

22. Sun, L.T., Liu, L., Wei, Y., Zhong, J., Luo, D.S., Liu, M., Monkaresi H., Apply Autocorrelation and Forward Difference to Measure Vital Signs Using Ordinary Camera, International Conference for Smart Health, ICSH 2014, LNCS, vol. 8549, Springer, 2014.

23. Chen, X., Liu, L., Luo, D., Xu, G., Lu, Y., Liu, M., Gao, R., A Spectral Clustering Algorithm Based on Hierarchical Method, International Workshop on Behavior and Social Informatics and Computing, IJCAI’13, ADMI 2013, LNAI, vol. 8316, pp.111-123, Springer, 2014.

24. Wang, Q.R., Chen, X.W., Luo, D.S., Wei, Y.F., Jin, L.Y., Liu, L., A Novel Method to Improve the Accuracy of Grey Prediction Model in Economic Prediction, Applied Mechanics and Materials, vol. 347, pp. 3331-3335, 2013.

25. Liu, L., Zhou, Y., Liu, M., Xu, G.D., Chen, X.W., Fan, D.P., Wang, Q.R., Preemptive Hadoop Jobs Scheduling under a Deadline, Proceeding of 8th International Conference on Semantics, Knowledge and Grids, pp. 72-79, IEEE, 2012.

26. Liu, L., Fan, D.P., Liu, M., Xu, G.D., Chen, S.P., Zhou, Y., Chen, X.W., Wang, Q.R., Wei,Y.F., A MapReduce-Based Parallel Clustering Algorithm for Large Protein-Protein Interaction NetworksThe 8th International Conference on Advanced Data Mining and Applications, LNAI, vol.7713, pp.138-148, Springer, 2012.

27. Zhao, Q.L., Hu, B., Liu, L., Ratcliffe, M., Peng, H., Zhai, J.W., Li, L.L., Shi, Q.X., Liu, Q.Y., and Qi, Y.B., An EEG based nonlinearity analysis method for schizophrenia diagnosis, Proceeding of the 9th IASTED International Conference on Biomedical Engineering, ACTA, 2012.

28. Li, Y.C., Li, X.W., Ratcliffe, M., Liu, L., Qi, Y.B., Liu, Q.Y., A real-time EEG-based BCI System for attention recognition in ubiquitous environment, Proceeding of 2011 international workshop on Ubiquitous affective awareness and intelligent interaction, Ubicomp 2011, pp. 33-40, ACM, 2011.

29. Hu, B., Liu, L., Gutknecht, J., Ubiquitous affective awareness and intelligent interaction, Proceeding of the 13th international conference on Ubiquitous computing, Ubicomp 2011, pp. 633-634, ACM, 2011.

30. Hu, B., Mao, C., Campbell, W., Moore, P., Liu, L., Zhao, G., A pervasive EEG-based biometric system. Proceeding of 2011 international workshop on Ubiquitous affective awareness and intelligent interaction, Ubicomp 2011, pp. 17-24, ACM, 2011.

31. Hu, B., Zheng, F., Liu, L., Ubiquitous Awareness and Intelligent Solutions Lab: Lanzhou University, Proceeding of the ACM 2011 conference on computer supported cooperative work, CSCW 2011, pp. 151-158, ACM, 2011. (CCF A)

32. Lin, J.Z., Li, X.N., Yang, Y., Liu, L., Guo, W.Q., Li X., and Li, L., A Context-aware Recommender System for M-commerce Applications, Proceedings of the 2011 international conference on Active Media Technology, LNCS, vol. 6890, pp. 217-228, Springer, 2011.

33. Bin, W., Wenxin, L., Liu, L., A Survey of Energy Conservation, Routing and Coverage in Wireless Sensor Networks, Proceeding of the 2011 international conference on Active Media Technology, LNCS, vol. 6890, pp. 59-70, Springer, 2011.

34. Zhao, W., Liu, L., Zheng, F., Fan, D.P., Chen, X.B., Yang, Y.X., and Cai, Q.C., Investigation into Stress of Mothers with Mental Retardation Children Based on EEG (Electroencephalography) and Psychology Instruments, Proceedings of the 2011 international conference on Brain informatics, LNCS, vol. 6889, pp. 238-249, Springer, 2011.

35. Zhao, W., Yan, J., Hu, B., Ma, H., Liu, L., Advanced measure selection in automatic NREM discrimination based on EEG. Proceeding of the 2010 5th International Conference on Pervasive Computing and Applications, pp. 26-31, IEEE, 2010.

36. Zhao, Q.L., Peng, H., Hu, B., Li, L.L., Qi, Y.B., Liu, Q.Y., Liu, L., Towards an Efficient and Accurate EEG Data Analysis in EEG-Based Individual Identification, Proceeding of the 7th International Conference Ubiquitous Intelligence and Computing, LNCS, vol. 6406, pp. 534-547, Springer, 2010. (CCF C)

37. Zhao, Q.L., Peng, H., Hu, B., Liu, Q.Y., Liu, L., Qi, Y.B., Li, L.L., Improving Individual Identification in Security Check with an EEG Based Biometric Solution, Proceedings of the 2010 international conference on Brain informatics, LNCS, vol. 6334, pp. 145-155, Springer, 2010.

38. Zhao, C.Y., Yang, Y., Li, S.B., Lin, J.Z., Liu, L., Li, L., A Novel Publish/Subscribe System Based on Agent Center in e-Science Environment, Proceeding of the 2009 Joint Conferences on Pervasive Computing, pp. 499-502, IEEE, 2009.

39. Li, C.Y., Zhou, Q.G., Ding, Y., Cheng, G.H., Liu, L., The Analysis of Wireless Sensor Networks for Environmental Monitoring Implementation, Proceeding of the 2009 Joint Conferences on Pervasive Computing, pp. 615-618, IEEE, 2009.

40. Lin, J.Z., Zhao, Z.L., Liu, Lei, Sun, H.R., Li, S.B., Li, C.H., Liu, Li, Li, L., MDMF: A Comprehensive Framework for Managing Large-scale Heterogeneous Data in eSoC Collaborative Environment, Proceeding of the 1st IEEE Symposium on Web Society, pp. 138-143, IEEE, 2009.

41. Li, S.B., Lin, J.Z., Zhao, C.Y., Liu, L., Li, L., GCP: A Load-balancing Tool in e-Science Environment, Proceeding of the 1st IEEE Symposium on Web Society, pp. 90-95, IEEE, 2009.

42. Zhao, C.Y., Li, S.B., Liu, Z.W., Liu, L., Li, L., A Publish/Subscribe System Based on Distributed Broker Management in e-Science Environment, Proceeding of the 1st IEEE Symposium on Web Society, pp. 20-25, IEEE, 2009.

43. Liu, L., Hu, B., Miao, H.F., Li, H., Li, L., Zhao, Q.L., Achieving Energy Conservation, Coverage and Connectivity Requirements in Wireless Sensor Networks, Proceeding of the 29th International Conference on Distributed Computing Systems Workshops, ICDCS Workshops, pp. 227-232, IEEE, 2009.

44. Liu, L., Li, H., Wang, J.L., Li, L., Li, C.H., Heuristics for Mobile Object Tracking Problem in Wireless Sensor Networks, Proceeding of the 3rd International Frontiers of Algorithmics, LNCS, vol. 5598, pp. 251-260, Springer, 2009.

45. Zheng, F., Hu, B., Liu, L., Li, Y.C., & Qi, Y.B., Fuzzy Logic in Exploring Data Effects: A Way to Unveil Uncertainty in EEG Feedback, Proceeding of the 13th International Conference on Human-Computer Interaction, in Digital Human Modeling, LNCS, vol. 5620, pp. 754-763, Springer, 2009.

46. Liu, L., Yang, Y., Li, L., Glue The Gap Between Applications and Resources in e-science, Proceeding of the 1st IEEE International Conference on Ubi-Media Computing and Workshops, pp. 284-289, IEEE, 2008.

47. Liu, L., Li, L., h-hop Distributed and Localized Algorithm for Fault Tolerant Wireless Sensor Networks, Proceeding of the 1st IEEE International Conference on Ubi-Media Computing and Workshops, pp. 171-176, IEEE, 2008.

48. Huo, J.Y., Liu, L.Q., Liu, L., Yang, Y., Li, L., Selection of The Order of Autoregressive Models for Host Load Prediction in Grid, Proceeding of the 8th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, pp. 516-521, IEEE, 2007.

49. Huo, J.Y., Liu, L.Q., Liu, L., Yang, Y., Li, L., A Study on Distributed Resource Information Service in Grid System, Proceeding of the 31st Annual International Computer Software and Applications Conference, pp. 613-618, IEEE, 2007.

50. Yang, Y., Liu, L., Li, L., Li, Z.F., Zhou, R., MICE: An Efficient Grid Scheme for Mathematical Computing, Proceeding of Asia-Pacific Conference on Services Computing, pp. 492-498, IEEE, 2006.

51. Liu, L., Yang, Y., Li, L., Shi, W.B., Using Ant Colony Optimization for Superscheduling in Computational Grid, Proceeding of Asia-Pacific Conference on Services Computing, pp. 539-545, IEEE, 2006.

52. Liu, L., Yang, Y., Li, L., Mathematics Computing Environment on The Web, Proceeding of the 2nd International Conference on Semantics Knowledge and Grid, pp. 88-89, IEEE, 2006.

53. Yang, Y., Liu, L., Huo, J.Y., Liu, H.D., Li, L., Self-Organized Motion Coordination Based on Ant-like Agents, Proceeding of the 2nd International Conference on Semantics Knowledge and Grid, pp. 62-65, IEEE, 2006.

54. Liu, L., Yang, Y., Li, L., A Case Study for Physically Inspired Approach to Motion Coordination, Proceeding of the 1st International Symposium on Pervasive Computing and Applications, pp. 256-261, IEEE, 2006.

55. Shi, W.B., Li, L., Liu, L., Yang, Y., An Approach of Heterogeneous Data Access and Integration in Grid, Proceeding of the 1st International Symposium on Pervasive Computing and Applications, pp. 200-205, IEEE, 2006.

56. Liu, L., Yang, Y., Shi, W.B., Lin, W.M., Li L., A Dynamic Clustering Heuristic for Jobs Scheduling on Grid Computing Systems, Proceeding of the 2nd International Conference on Semantics Knowledge and Grid, pp. 4-9, IEEE, 2005.

57. Liu, L., Zhan, J., Li, L., A Runtime Scheduling Approach with Respect to Job Parallelism for Computational Grid, The 3rd International Conference on Grid and Cooperative Computing, LNCS, vol. 3251, pp. 261-268, Springer, 2004. (SCI)


其他期刊论文(EI,中文核心等)

1. Liu, M., Rus, V., Li, Y., Sheng, C., Liu, L., Automatic Chinese character similarity measurement, Web Intelligence, 16 (3):195-202, 2018. (CCF C)

2. Wu, Y., Liu, L., Li, L.L., Lu, M., Li, M., Determining senior wellness status using an intelligent system based on wireless sensor network and bioinformation, Web Intelligence, 16 (3):159-166, 2018. (CCF C)

3. Wang, D.N., Zhou, L., Liu, L., Recognizing diseases from physiological time series data, Web Intelligence, 16 (3):167-172, 2018.(CCF C)

4. Li, Y.D., Yang, N., Li, L., Liu, L., Yang, Y., Finger gesture recognition using a smartwatch with integrated motion sensors, Web Intelligence, 16 (2):123-129, 2018.(CCF C)

5. Liu, M., Wang, Y.Q., Xu, W.W., Liu, L., Automated Scoring of Chinese Engineering Students’ English Essays, International Journal of Distance Education Technologies, 15(1): 51-66, 2017.

6. 王彬,李文新,李得天,刘礼,一种应用 FPGA 完成图形及汉字显示的方法,计算机工程与应用 48 (33), 89-95, 2012.

7. 王彬,李文新,李得天,刘礼,通过看门狗软件设计提高抗干扰能力的方法,计算机技术与发展 22 (10), 188-190, 2012.

8. 王彬,李文新,李得天,刘礼,基于 CAN 总线的语音库在线维护实现方法,计算机与现代化, 185-187, 2012.

9. 王彬,李文新,李得天,刘礼OpenGL 图形库在实现视景仿真中的应用,计算机工程,2010.

10. 赵晨阳,杨裔,刘礼,李廉,基于蚂蚁算法的网格作业调度研究微电子学与计算机 24 (9), 78-81, 2007.

11. 刘礼,杨裔,火久元,刘海迪,李振芳,李廉,数学网络集成环境作业调度系统模型,全国理论计算机科学学术年会论文集, 2006.

12. 刘海迪,刘礼,杨裔,火久元,李廉,关于网格中可扩展的虚拟组织的讨论,全国理论计算机科学学术年会论文集, 2006.

13. 杨裔,刘礼,林毋梦,火久元,刘海迪,李振芳,李廉,基于开放协议的人工智能博弈平台,全国理论计算机科学学术年会论文集, 2006.

14. 火久元,刘礼,杨裔,刘海迪,李廉,数学网络计算环境中监视和发现服务的部署方案,全国理论计算机科学学术年会论文集, 2006.

15. 李振芳,李廉,詹建,杨裔,刘礼,面向服务的数学编程标记语言 (MPML),计算机工程与应用 42 (34), 81-85, 2006.


书籍

1. 张育新刘礼破解SCI论文写作奥秘化学工业出版社, 2019.


专著

1. Liu, L., Li, X., Jin, J., Huang, Z., Liu, M., Palaniswami, M., Graph-Based Routing, Broadcasting and Organizing Algorithms for Ad-Hoc Networks. Wireless Ad-hoc Networks, InTech, 55-73, 2012.



科研项目

主持项目

1. 国家自然科学基金面上项目 “基于生理特征感知的具身学习认知负荷智能测评研究” 2020.01-2023.12

2. 国家“新一代人工智能”重大科技专项 “基于跨媒体知识图谱的因果计算 (子课题:基于因果图谱的跨媒体创意设计)” 2020.01-2022.12

3. 中央高校基本科研业务费国防技创新专项 “面向******场景的*****应用研发” 2019.01-2020.12

4. 重庆市人工智能技术创新重大主题专项 基于可穿戴智能终端的手势识别系统开发与产业化” 2018.01-2019.12 

5. 工信部智能制造新模式应用项目子课题 “长安汽车产品质量与生产过程大数据分析” 2014.06-2018.06

6. 国家自然科学基金委青年项目 “普适环境下支持生物电信号的多模态情感特征建模和推理研究” 2011.01-2013.12

7. 教育部留学回国人员科研启动基金项目 “面向山体滑坡预警应用的无线传感器网络可靠性技术的研究” 2013.01-2013.12

8. 横向项目 “车联网平台的数据技术支撑项目” 2017.02-2018.01

9. 中央高校基本科研业务人才引进费 “面向可穿戴传感数据的复杂行为识别” 2015.07-2017.12

10. 甘肃省省青年科技基金计划项目 基于无线传感器网络的山体滑坡监测预警系统关键技术的研究” 2010.10-2012.09

11. 甘肃电信萃英科研基金项目 “基于智能手机平台的用户日常行为识别及其在高校用户娱乐推荐系统中的应用” 2014.01-2015.12

12. 兰州市城关区科技发展计划项目 “兰州南山山体滑坡预警关键技术及应用系统的研发” 2012.07-2015.07

13. 日本Digicom公司专项科研项目 “大规模分布式海量数据存储与处理架构” 2011.08-2012.04

14. 中央高校基本科研业务费专项资金自由探索项目 “西部特殊人群的生物特征与网络行为特征可计算情感模型研究” 2010.01-2010.12

15. 兰州大学“萃英学者”引进人才专项基金项目 “普适环境下的关键技术问题”,2009.01-2013.12


主研项目

16. 重庆市人工智能技术创新重大主题专项 “复杂制造过程智能决策一站式云平台产品开发与应用示范” 2018.01-2019.12

17. 广东省佛山市创新科研团队项目 “基于智慧服饰的可穿戴设备研发和产业推广” 2016.01-2018.12 第1主研人

18. 国家自然科学基金委面上项目 “面向网络规范的演化程序开发理论与方法” 2014.01-2017.12 1主研人

19. 西南大学博士基金项目 “对英语四、六级写作智能评阅系统的研发与应用” 2013.07-2016.07 2主研人

20. 甘肃省工信委2013年物联网发展专项资金项目 “基于物联网的城际物流公共示范平台及其关键技术的研发”2013.05-2016.05 子课题负责人

21. 微软亚洲研究院“Inferring People’s Mood and Context: Methods and Framework” 2013.04-2014.04 5主研人

22. 广东省计算科学重点实验室开放基金项目 “基于隐马尔可夫的多模态情感行为识别方法” 2012.06-2013.05 项目通讯联系人

23. 新加坡国立大学科研与技术基金启动项目 “Felicitous Computing Institute” 2012.01-2015.12 子课题负责人

24. 中央高校基本科研业务费专项资金重点项目 “普适情感计算软硬件关键技术研究” 2011.01-2012.12 5主研人

25. 国家自然科学基金专项基金项目/数学天元基金 网络连通控制集和斯坦纳树变形的近似算法” 2011.01-2011.12 1主研人

26. 国家重点基础研究项目(973计划) “航天环境下人的基本认知功能与情绪的变化特征及其相互影响 2010.01-2015.12 子课题第7主研人

27. 欧盟框架7重大项目 “Online Predictive Tools for Intervention in Mental Illness 2010.01-2012.12 子课题第3主研人

28. 国家自然科学基金委面上项目 “面向普适计算的针对生物电信号上下文感知的研究” 2010.01-2012.12 1主研人

29. 国家自然科学基金委面上项目 “网络计算的作业调度方法研究” 2005.01-2007.12 6主研人


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