Shi Dong (董仕)

Biography

Shi Dong received M.S in Computer science from University of Electronic and technology of China.in 2009,Ph.D in computer science from southeast university.He worked as post doctor researcher in Huazhong University of Science and Technology. He is a visiting scholar in Washington University in St.Louis.His major interests are network management,network security. I am a senior member of the China Computer Federation, is a Distinguished Professor and vice president in the School of Computer Science and Technology with Zhoukou Normal University, reviewer of IEEE Transactions on Parallel and Distributed Systems (SCI journal); IEEE/ACM Transactions on Networking(SCI journal); IEEE ACCESS (SCI journal); Computer Networks(SCI journal); IEEE Transactions on Network Science and Engineering(SCI journal); IEEE Transactions on Industrial Informatics(SCI journal);IEEE Internet of Things Journal(SCI journal);Journal of Internet Technology (SCI journal); Computers & Electrical Engineering (SCI journal); KSII Transactions on Internet and Information Systems (SCI journal)

Publications

1. Shi Dong* et al. Network Abnormal Traffic Detection Model Based on Semi-Supervised Deep Reinforcement Learning[J].IEEE Transactions on Network and Service Management: 2021. SCI Index.

2. Shi Dong* et al. Distributed Data Gathering Algorithm Based on Spanning Tree. IEEE Systems Journal:2021.3 SCI Index.

3. Shi Dong* et al. A survey on deep learning and its applications[J].Computer Science Review, 2021, 40: 100379. SCI Index

4. Shi Dong*. Multi Class SVM Algorithm with Active Learning for Network Traffic Classification[J]. Expert Systems with Applications,2021,114885. SCI Index

5. Shi Dong*, Yuanjun Xia.Network Traffic Identification in Packet Sampling Environment[J]. Digital Communications and Networks,2021. SCI Index

6. Yuanjun Xia, Shi Dong*. Wireless Network Abnormal Traffic Detection Method Based on Deep Transfer Reinforcement Learning[C]. The 17th International Conference on Mobility, Sensing and Networking (MSN 2021).

7. Shi Dong*, Mudar Sarem. NOCD: A new overlapping community detection algorithm based on improved KNN[J]. Journal of Ambient Intelligence and Humanized Computing (2022). SCI Index

8. Shi Dong* et.al.Improved influential nodes identification in complex networks[J] Journal of Intelligent & Fuzzy Systems: 2021. SCI Index

9. Shi Dong* et al. Traffic identification model based on generative adversarial deep convolutional network[J]. Annals of Telecommunications. (2021). https://doi.org /10.1007/s12243-021-00876-6. SCI Index

10. Shi Dong* et al. Traffic identification method based on multiple probabilistic. Neural Computing and Application: 2019.3 SCI Index

11. Shi Dong* et al. A Security Localization Algorithm Based on DV-Hop Against Sybil Attack in Wireless Sensor Networks. Journal of Electrical Engineering & Technology:2020.3 SCI Index.

12. Shi Dong*. Improved label propagation algorithm for overlapping community detection[J]. Computing, 2020(3). SCI Index.

13. Xinhui Ding, Shi Dong*. Improving Positioning Algorithm Based on RSSI. Wireless Personal Communications, 110, 1947–1961 (2020). SCI Index

14. Shi Dong* et al. DDoS Attack Detection Method Based on Improved KNN With the Degree of DDoS Attack in Software-Defined Networks.IEEE ACCESS:2019.12 SCI Index

15. Shi Dong* et al. A Survey on Distributed Denial of Service (DDoS) Attacks in SDN. IEEE ACCESS: 2019.7 SCI Index

16. Shi Dong* et al. Energy-efficient scheme based on user task characteristic in virtual cloud platform. Cluster Computing:2019.7 SCI Index

17. Shi Dong* et al..Flow online identification method for the encrypted Skype.Journal of network and computer applications, (2019): 75-85. SCI Index

18. Shi Dong*, Zhang X, Li Y. Microblog sentiment analysis method based on spectral clustering[J]. Journal of Information Processing Systems, 2018, 14(3): 727-739.

19. Shi Dong*, Qi Y, Zhou D. A new routing algorithm based on opportunistic networks[J]. International Journal of Information and Communication Technology, 2017, 11(1): 81-93. EI Index

20.Cui Y, Shi Dong, Liu W. Feature Selection Algorithm Based on Correlation between Muti Metric Network Traffic Flow Features[J]. International Arab Journal of Information Technology (IAJIT), 2017, 14(3). SCI Index

21. Wang H, Chen Y, Shi Dong*. Research on efficient-efficient routing protocol for WSNs based on improved artificial bee colony algorithm[J]. IET Wireless Sensor Systems, 2017, 7(1): 15-20. EI Index

22. Cui Y, Liu W, Shi Dong. A time-slice optimization based weak feature association algorithm for video condensation[J]. Multimedia Tools and Applications, 2016, 75(24): 17515-17530. SCI Index

23. Shi Dong*, Ya li. Energy consumption model of wireless sensor networks based on bang-bang optimal time control theory[J], ICIC Express Letters, 2016,10(11):1-8. EI Index

24. Wang Y, Wang W, Zhu H, Shi Dong*. Effective energy-based multi-view piecewise planar stereo[J]. Pattern Recognition and Image Analysis, 2016, 26(4): 726-733. EI Index

25. Shi Dong*,Zhou Dingding, Ding Wei. NSVM: a new SVM algorithm based on traffic flow metric[J]. Journal of Internet Technology，2015. SCI Index

26. Wang H, Shi Dong*. Adaptive fusion design using multiscale unscented Kalman filter approach for multisensor data fusion[J]. Mathematical Problems in Engineering, 2015, https://doi.org/10.1155/2015/854085. SCI Index.

27. Shi Dong* ,et.al. Energy Efficient Routing Algorithm Based on Software Defined Data Center Network[J].Journal of Computer Research and Development,(In Chinese). 2015,Vol 52(4):806-812.EI Index

28. Wang H, Zhou D, Shi Dong. NCRA: An Opportunistic Networks Routing Algorithm based on Network Coding[J]. International Journal of Future Generation Communication and Networking, 2015, 8(3): 137-146.EI Index

29. Shi Dong*, Qi Y. MPDV-HOP: an improved localization algorithm for wireless sensor networks[J]. WSEAS. Trans. Commun., 2015, 14: 390-398.

30. Wang H, Zhou D, Shi Dong. Cross Layer Optimization Routing Algorithm for Wireless AD HOC[J]. International Journal of Smart Home, 2015, 9(7): 169-180. EI Index

31. Shi Dong*,Zhou Dingding, Ding Wei. Auto Adaptive Identification Algorithm Based on Network Traffic Flow[J].International Journal of Computers Communications & Control. 9(6). pp. 672-685, 2014, SCI Index.

32. Shi Dong*,Wei Ding, Jian Gong, et.al. Flow Cluster Algorithm Based on Improved K-means Method [J]. IETE Journal of Research，2013，SCI Index.

33. Shi Dong*, Dingding Zhou, Wengang Zhou, Wei Ding, Jian Gong. Research on Network Traffic Identification Based on Improved BP Neural Network. Applied mathematics & information science, 2013, Vol.7 (1):389-398. SCI Index

34. Shi Dong*，Wei Ding，Liang Chen. Measure correlation analysis of network flow based on symmetric uncertainty. KSII Transactions on Internet and Information Systems, 2012, Vol.6 (6): 1649-1667.SCI Index

35. Shi Dong*, Dingding Zhou. Research on congestion control fairness based on WSN[J], International Review on Computers and Software, 2012,39(1):126-132. EI Index.

36. Zhou W, Chen L, Shi Dong, et al. A Bayes-updating Based Method for Traffic Classification[J]. Journal of Convergence Information Technology, 2012, 7(14). EI Index.

37. Zhou W, Chen L, Shi Dong, et al. Feed-forward neural networks for accurate and robust traffic classification[J]. International Journal of Advancements in Computing Technology, 2012, 4(10): 1-10.

38. Shi Dong*, Dingding Zhou,Wei Ding. The study of network traffic identification based on machine learning algorithm, 2012, Fourth International Conference on Computational Intelligence and Communication Networks,CICN2012, EI Index

39. Shi Dong*, Wei Ding, Feng Ding. Research on the network data stream conversion based on different specifications of flow. Cise2010, 2010, pp: 1-3. EI Index

40. Shi Dong*, Dingding Zhou, Wei Ding. Traffic classification model based on integration of multiple classifiers. Journal of Computational Information Systems, 2012, Vol. 8 (24) : 10429- 10437. EI Index

41. Shi Dong*, Wei Ding. Class Mean Vector and Exponential Distribution Traffic Behavior Feature Analysis. Computer Applications And Software，2011, Vol 28(11): 295-300. (in Chinese)

42. Shi Dong*,Wang Gang. Research on P2P Streaming identification based on UDP. Journal of Communications, EI Index

43. Wang gang, Ding Wei, Shi Dong Classification of UDP traffic from P2P applications.ICON2011,.EI Index

44. Zhou Dingding, Chen Songling, Dong Shi. Research on congestion control fairness based on WSN[J], International Review on Computers and Software Vol.7, n 6, pp 2843-2848, November 2012, EI Index 20130616005490

45. Zhou Dingding, Chen Songling, Dong Shi. Network traffic prediction based on ARFIMA model[J], International Journal of Computer Science Issues, Vol. 9, n 6-3, pp. 106-111, November 2012, EI Index 20130916061339

Paper submitted

1. Shi Dong*, Ruixuan Li，Traffic Identification Algorithm for Network Big Data Based on SDN[J],IEEE /ACM Transaction on Networking，SCI Journal，Under review

2. Shi Dong* et.al, A semi-supervised deep reinforcement learning network abnormal traffic detection model[J],Digital Communications networks , Accept

3. Shi Dong* et.al, A new improved PBFT algorithm based on group sign in IOT[J], IEEE Journal on Selected Area in Communications , Under Review

Technical Conference Organizations

1.Member of the Technical Program Committee(TPC), 2021 International Conference on Internet of Things and Cloud Computing Technology（IoTCCT 2021）, Zhengzhou, China. http://iotcct.org/

2. Member of the Technical Program Committee(TPC),2nd International Conference on Artificial Intelligence and Machine Learning (CAIML 2021), Sydney, Australia. https://itcse2021.org/caiml/index.html

3. Member of the Technical Program Committee(TPC),3rd International Conference on Signal Processing, VLSI Design & Communication Systems (SVC 2022), Zurich, Switzerland. https://acsty2022.org/svc/index

4. Member of the Technical Program Committee(TPC),International Conference on Signal Processing, VLSI Design & Communication Systems (SVC-2020), 2020, Copenhagen, Denmark. https://acsty2020.org/svc/index.html

5. Member of the Technical Program Committee(TPC),5th International Conference on Image and Signal Processing (ISPR-2019), Chennai, India. https://csita2019.org/ispr/index.html

6. Member of the Technical Program Committee(TPC),3rd International Conference on Cloud, Big Data and IoT (CBIoT 2022), 2022,Toronto, Canada.

https://www.itcse2022.org/cbiot/index

7. Member of the Technical Program Committee(TPC),3rd International Conference on Artificial Intelligence and Machine Learning (CAIML 2022) (itcse2022.org), 2022,Toronto, Canada.

https://www.itcse2022.org/caiml/index

8. Member of the Technical Program Committee(TPC), 2022 Workshop on Innovation in Cyber-Physical Systems (CPS 2022),2022 , Wuhan, China. http://www.cps2022.com/index.html

9. Member of the Technical Program Committee(TPC), 2022 International Virtual Conference on Artificial Intelligence and Automation (CAIA 2022), August 27, 2022

http://www.csaconf.com

10.CCPQT2022 Workshop Chair, International Conference on Computing, Communication, Perception and Quantum Technology (CCPQT 2022) will be held in Xiamen, China from August 5 to 7, 2022. CCPQT 2022

http://www.ccpqt.org/workshop/

My Short BIO:

I am an associate Editor for IET Wireless Sensor Systems; IET Networks; International Journal on Artificial Intelligence Tools; IEICE Transactions on Communications; Journal of Cyber Security Technology and member of the Editorial Board for International Journal of Information and Communication Technology, International Journal on Artificial Intelligence Tools, Progress in Human Computer Interaction, Journal of Modern Mechanical Engineering and Technology, Journal of Cyber Security Technology, Acta Scientific Computer Sciences, Digital Technologies Research and Applications, International Journal of Signal Processing, Image Processing and Pattern Recognition (IJSIP). In addition, I also am Bentham Science Ambassador and reviewer of reviewer of IEEE Journal on Selected Area in Communications(SCI journal); IEEE Transactions on Parallel and Distributed Systems (SCI journal); IEEE/ACM Transactions on Networking(SCI journal); IEEE Transactions on Network and Service Management (SCI journal); IEEE ACCESS (SCI journal); Computer Networks(SCI journal); IEEE Transactions on Network Science and Engineering(SCI journal); IEEE Transactions on Industrial Informatics(SCI journal);IEEE Internet of Things Journal(SCI journal); IEEE Systems Journal; Artificial Intelligence Review(SCI journal); Journal of Internet Technology (SCI journal); Computers & Electrical Engineering (SCI journal); KSII Transactions on Internet and Information Systems (SCI journal). I has published more than 60 papers in related academic journals and conferences (about 35 papers by first author or correspondence author, and about 20 papers by top SCI journals and top international conferences in JCR I) , and granted 9 patents for invention. I was awarded the Third Prize of Henan Science and Technology Progress Award (2018) and the academic technology leader of Henan Education Department (2019). I am currently the leader of the innovative network and Information Security Science and technology team of Henan Province, the leader of the provincial key discipline of computer application technology of Henan Province, a senior member of CCF (China Computer Federation), and a supervisor of the master's degree students of the Hubei University of Technology and the Wuhan Textile University.