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青岛软件学院、计算机科学与技术学院官方微信
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张卫山
发布者：曹绍华 发布时间：2018-01-06 访问次数：26647

姓名：张卫山
性别：男
民族：汉
办公电话：0532-86983556
职务：
职称：教授、博导
电子邮箱：zhangws@upc.edu.cn
个人简介：

中国科学院自动化所客座研究员，山东省可信人工智能生态数据开放创新应用实验室负责人。青岛市人工智能学会理事长，中国自动化学会联邦数据与联邦智能专委会副主任，中国计算机学会高级会员。IEEE Transactions on Intelligent Vehicles等的Associate Editor。2023、2024连续入选全球前2%顶尖科学家榜单(World's Top 2% Scientists)。2007年到2010年在丹麦Aarhus大学计算机系任副教授/高级研究员。从2008年8月开始是欧盟第六框架项 目Hydra物联网中间件的Aarhus大学技术负责人。2006到 2007年，访问加拿大Carleton University大学系统与计算机工程系。2001-2003在新加坡国立大学做博士后研究。


研究领域

大数据智能处理、人工智能、自治计算等，涉及国家战略新兴产业的智能制造、智慧城市等各个领域

担任International Conference on Cyberspace Data and Intelligence 2019的执行主席, IEEE 大数据与云计算2018（CBDCom 2018）的执行主席，IEEE 大数据与云计算2016（CBDCom 2016）的程序委员会主席，CBDCom 2015的执行主席，EEE Internet of Things, IEEE Transactions on Computational Social Systems等多个期刊的leading guest editor, 多个会议和workshop的PC。

近五年SCI期刊论文70余篇（其中二区以上的20余篇）。包括TCC、TII、TSC等。发表英文国际会议论文70余篇。 到2023年12月，按照Google Scholar的统计，总引用数量超过3200，H-index为28，i10-index为80。高被引论文3篇，其中联邦学习相关论文ESI高被引2篇。

主持了国家自然科学基金（基于类脑认知的高泛化性故障预测方法研究）、山东省自然基金（快慢结合云环境下平行数据驱动的故障预测模型研究、快慢结合的普适云计算环境下的可靠服务迁移技术研究）、承担了科技部国家重点研发计划、科技部创新方法工作专项等子课题等多项人工智能大数据纵向项目，以及海尔、航天科工、中石油勘探院、华北油田等的多项横向项目。排名第一获得了山东省科技进步二等奖（自适应联邦智能关键技术研究与产业化），青岛市技术发明三等奖（5G人工智能社区关键技术研究与示范）、黄岛区自然科学奖三等奖（视频大数据智能处理）等，以及其他多项省部级奖励。
科研项目

项目名称

开始日期

结项日期

项目类型

可信联邦智能理论与方法 2023-01-012024-12-31科技部

基于类脑认知的高泛化性故障预测方法研究

2021-01-01

2024-12-01

国家自然科学基金_面上项目

区块链技术关键技术研究与应用

2020-07-01

2020-12-31

横向项目

水冷磁悬浮云端大数据诊断项目

2020-06-30

2020-12-30

横向项目

大数据深度学习预测模型设计与软件开发

2020-03-13

2020-12-20

横向项目

城市数字大脑语言中枢研发

2019-12-01

2020-12-31

青岛开发区科技项目

互联网工厂运行状态分析预测与优化研究及应用子课题2，4

2019-10-01

2021-10-31

国家重点研发计划_子课题

快慢结合云环境下平行数据驱动的故障预测模型研究

2019-07-01

2022-06-30

山东省自然科学基金_面上项目

AI大数据保鲜

2019-06-01

2019-08-30

横向项目

采油工程大数据分析软件开发

2017-08-11

2017-11-15

横向项目

快慢结合混合云环境下基于深度学习的大数据优化管理技术

2017-01-01

2018-12-31

其他纵向项目

冰箱食品种类图像识别-工具开发技术开发合同

2016-10-28

2017-09-30

横向项目

空间态势感知中的大数据应用架构研究

2016-04-30

2017-04-30

横向项目

大数据环境下的油气开采创新方法研究与应用示范子课题1

2015-12-08

2017-12-31

科技基础性工作专项

石油大数据处理

2015-06-01

2017-05-31

自主创新科研计划项目（理工科）

快慢结合的普适云计算环境下的可靠服务迁移技术研究

2014-12-01

2016-12-31

山东省自然科学基金_面上项目












论文及著作

Book chapters (Peer reviewed)

  1. Weishan Zhang and Klaus Marius Hansen. Using Context Awareness for Self Management in Pervasive Service Middleware. A chapter for book Ambient Intelligence and Smart Environments: Trends and Perspectives. IGI,  2011.

  2. Weishan Zhang, Stan Jarzabek, Hongyu Zhang, Neil Loughran and Awais Rashid. Software evolution with XVCL. Chapter VI in the book “Software Evolution with UML and XML”，38 pages, 13000 words. ISBN: 1-59140-462-2; December 2004  Idea Group Inc. (IGI)

 

International Journals

  1. Weishan Zhang, Tao Zhou, Qinghua Lu, Xiao Wang, Chunsheng Zhu; Haoyun Sun, Zhipeng Wang, Sin Kit Lo, Fei-Yue Wang. Dynamic Fusion-based Federated Learning for COVID-19 Detection. IEEE Internet of Things Journal. DOI: 10.1109/JIOT.2021.3056185

  2. Weishan Zhang;Haoyun Sun;Dehai Zhao;Liang Xu;Xin Liu;Jiehan Zhou;Huansheng Ning;Yi Guo;Su Yang. A Streaming Cloud Platform for Real-Time Video Processing on Embedded Devices, IEEE Transactions on Cloud Computing, DOI: 10.1109/TCC.2019.2894621

  3. Weishan Zhang;Qinghua Lu;Qiuyu Yu;Zhaotong Li;Yue Liu;Sin Kit Lo;Shiping Chen;Xiwei Xu;Liming Zhu. Blockchain-based Federated Learning for Device Failure Detection in Industrial IoT, IEEE Internet of Things Journal, DOI: 10.1109/JIOT.2020.3032544

  4. Huaqiang Kang;Yan Liu;Weishan Zhang. Cloud-based Framework for Spatio-Temporal Trajectory Data Segmentation and Query. IEEE Transactions on Cloud Computing, DOI: 10.1109/TCC.2019.2949987

  5. Fadi Farha;Huansheng Ning;shunkun yang;Jiabo xu;Weishan Zhang;Kim-Kwang Raymond Choo. Timestamp Scheme to Mitigate Replay Attacks in Secure ZigBee Networks. IEEE Transactions on Mobile Computing, DOI: 10.1109/TMC.2020.3006905

  6. Xinfeng Zhang, Su Yang, Jiulong Zhang, Weishan Zhang: Video anomaly detection and localization using motion-field shape description and homogeneity testing. Pattern Recognit. 105: 107394 (2020)

  7. Wenshan Wang, Pengfei Liu, Su Yang, Weishan Zhang: Dynamic interaction networks for image-text multimodal learning. Neurocomputing 379: 262-272 (2020)

  8. eishan Zhang, Yafei Zhang, Liang Xu, Jiehan Zhou, Yan Liu, Mu Guis, Xin Liu, Su Yang: Modeling IoT Equipment With Graph Neural Networks. IEEE Access 7: 32754-32764 (2019)

  9. Chunlei Wu, Haiwen Cao, Weishan Zhang, Leiquan Wang, Yiwei Wei, Zexin Peng: Refined Spatial Network for Human Action Recognition. IEEE Access 7: 111043-111052 (2019)

  10. Qinghua Lu, Xiwei Xu, Yue Liu, Ingo Weber, Liming Zhu, Weishan Zhang: uBaaS: A unified blockchain as a service platform. Future Gener. Comput. Syst. 101: 564-575 (2019)

  11. Hongwei Zhao, Weishan Zhang, Haoyun Sun, Bing Xue: Embedded Deep Learning for Ship Detection and Recognition. Future Internet 11(2): 53 (2019)

  12. Wenshan Wang, Su Yang, Weishan Zhang, Jiulong Zhang: Neural aesthetic image reviewer. IET Computer Vision 13(8): 749-758 (2019)

  13. Huansheng Ning, Xuesong Liu, Xiaozhen Ye, Jie He, Weishan Zhang, Mahmoud Daneshmand: Edge Computing-Based ID and nID Combined Identification and Resolution Scheme in IoT. IEEE Internet of Things Journal 6(4): 6811-6821 (2019)

  14. Wenjuan Gong, Bin Zhang, Chaoqi Wang, Hanbing Yue, Chuantao Li, Linjie Xing, Yu Qiao, Weishan Zhang, Faming Gong: A Literature Review: Geometric Methods and Their Applications in Human-Related Analysis. Sensors 19(12): 2809 (2019)

  15. Yi Han, Nuo-Nuo Xue, Bi-Yao Wang, Qi Zhang, Chun-Lei Liu, Weishan Zhang: Improved Dual-Protected Ring Signature for Security and Privacy of Vehicular Communications in Vehicular Ad-Hoc Networks. IEEE Access 6: 20209-20220 (2018)

  16. Weishan Zhang, Wuwu Guo, Xin Liu, Yan Liu, Jiehan Zhou, Bo Li, Qinghua Lu, Su Yang: LSTM-Based Analysis of Industrial IoT Equipment. IEEE Access 6: 23551-23560 (2018)

  17. Yi Han, Ruini Zhao, Bi-Yao Wang, Nuo-Nuo Xue, Chuna Wu, Weishan Zhang: The Establishment and Analysis of the Risk Event Assessment System in Urban Traffic Environment. IEEE Access 6: 51843-51852 (2018)

  18. Weishan Zhang, Yuanjie Zhang, Jia Zhai, Dehai Zhao, Liang Xu, Jiehan Zhou, Zhongwei Li, Su Yang: Multi-source data fusion using deep learning for smart refrigerators. Comput. Ind. 95: 15-21 (2018)

  19. Zhongwei Li, Qinghua Lu, Liming Zhu, Xiwei Xu, Yue Liu, Weishan Zhang: An Empirical Study of Cloud API Issues. IEEE Cloud Computing 5(2): 58-72 (2018)

  20. Weishan Zhang, Gaowa Wulan, Jia Zhai, Liang Xu, Dehai Zhao, Xin Liu, Su Yang, Jiehan Zhou: An intelligent power distribution service architecture using cloud computing and deep learning techniques. J. Network and Computer Applications 103: 239-248 (2018)

  21. Leiquan Wang, Xiaoliang Chu, Weishan Zhang, Yiwei Wei, Weichen Sun, Chunlei Wu: Social Image Captioning: Exploring Visual Attention and User Attention. Sensors 18(2): 646 (2018)

  22. Su Yang, Minjie Wang, Wenshan Wang, Yi Sun, Jun Gao, Weishan Zhang, Jiulong Zhang: Predicting Commercial Activeness over Urban Big Data. IMWUT 1(3): 119:1-119:20 (2017)

  23. Lianzhang Zhu, Leiming Chen, Dehai Zhao, Jiehan Zhou, Weishan Zhang: Emotion Recognition from Chinese Speech for Smart Affective Services Using a Combination of SVM and DBN. Sensors 17(7): 1694 (2017)

  24. Qinghua Lu, Zheng Li, Weishan Zhang, Laurence T. Yang: Autonomic deployment decision making for big data analytics applications in the cloud. Soft Comput. 21(16): 4501-4512 (2017)

  25. Weishan Zhang, Pengcheng Duan, Laurence T. Yang, Feng Xia, Zhongwei Li, Qinghua Lu, Wenjuan Gong, Su Yang: Resource requests prediction in the cloud computing environment with a deep belief network. Softw., Pract. Exper. 47(3): 473-488 (2017)

  26. Weishan Zhang, Dehai Zhao, Zhi Chai, Laurence T. Yang, Xin Liu, Faming Gong, Su Yang: Deep learning and SVM-based emotion recognition from Chinese speech for smart affective services. Softw., Pract. Exper. 47(8): 1127-1138 (2017)

  27. Zhaolong Ning, Li Liu, Feng Xia, Behrouz Jedari, Ivan Lee, Weishan Zhang: CAIS: A Copy Adjustable Incentive Scheme in Community-Based Socially Aware Networking. IEEE Trans. Vehicular Technology 66(4): 3406-3419 (2017)

  28. Xin Liu, Pingjun Zou, Weishan Zhang, Jiehan Zhou, Changying Dai, Feng Wang, Xiaomiao Zhang: CPSFS: A Credible Personalized Spam Filtering Scheme by Crowdsourcing. Wireless Communications and Mobile Computing 2017 (2017)

  29. Xin Liu, Yao Wang, Dehai Zhao, Weishan Zhang, Leyi Shi: Patching by automatically tending to hub nodes based on social trust. Computer Standards & Interfaces 44: 94-101 (2016)

  30. Qinghua Lu, Shanshan Li, Weishan Zhang, Lei Zhang: A genetic algorithm-based job scheduling model for big data analytics. EURASIP J. Wireless Comm. and Networking 2016: 152 (2016)

  31. Su Yang, Jiulong Zhang, Weishan Zhang: Phase-sensitive periodical correlation of local beam descriptors for image registration. Neurocomputing 173: 1694-1705 (2016)

  32. Xinfeng Zhang, Su Yang, Yuan Yan Tang, Weishan Zhang: A thermodynamics-inspired feature for anomaly detection on crowd motions in surveillance videos. Multimedia Tools Appl. 75(14): 8799-8826 (2016)

  33. Weishan Zhang, Shouchao Tan, Feng Xia, Xiufeng Chen, Zhongwei Li, Qinghua Lu, Su Yang: A survey on decision making for task migration in mobile cloud environments. Personal and Ubiquitous Computing 20(3): 295-309 (2016)

  34. Weishan Zhang, Pengcheng Duan, Xiaodan Xie, Feng Xia, Qinghua Lu, Xin Liu, Jiehan Zhou: QoS4IVSaaS: a QoS management framework for intelligent video surveillance as a service. Personal and Ubiquitous Computing 20(5): 795-808 (2016)

  35. Weishan Zhang, Pengcheng Duan, Xiufeng Chen, Qinghua Lu: Healthcare4VideoStorm: Making Smart Decisions Based on Storm Metrics. Sensors 16(4): 588 (2016)

  36. Weishan Zhang, Liang Xu, Zhongwei Li, Qinghua Lu, Yan Liu:A Deep-Intelligence Framework for Online Video Processing. IEEE Software 33(2): 44-51 (2016)

  37. Weishan Zhang, Pengcheng Duan, Wenjuan Gong, Qinghua Lu, Su Yang: A Load-Aware Pluggable Cloud Framework for Real-Time Video Processing. IEEE Trans. Industrial Informatics 12(6): 2166-2176 (2016)

  38. Qinghua Lu, Liming Zhu, Xiwei Xu, Vladimir Tosic, Dipesh Chauhan, Weishan Zhang, Daniel Sun:A Unified Business-Driven Cloud Management Framework. IEEE Trans. Services Computing 9(6): 872-882 (2016)

  39. Qinghua Lu, Zheng Li, Maria Kihl, Liming Zhu, Weishan Zhang: CF4BDA: A Conceptual Framework for Big Data Analytics Applications in the Cloud. IEEE Access 3: 1944-1952 (2015)

  40. Weishan Zhang, Pengcheng Duan, Zhongwei Li, Qinghua Lu, Wenjuan Gong, Su Yang: A Deep Awareness Framework for Pervasive Video Cloud. IEEE Access 3: 2227-2237 (2015)

  41. Xin Liu, Dehai Zhao, Liang Xu, Weishan Zhang, Jijun Yin, Xiufeng Chen: A Distributed Video Management Cloud Platform Using Hadoop. IEEE Access 3: 2637-2643 (2015)

  42. Weishan Zhang, Qun Jin, Didier El Baz: Enabling the Social Internet of Things and Social Cloud. IEEE Cloud Computing 2(6): 6-9 (2015)

  43. Wenjuan Gong, Weishan Zhang, Jordi Gonzàlez, Yan Ren, Zhen Li: Enhanced Asymmetric Bilinear Model for Face Recognition. IJDSN 11: 218514:1-218514:6 (2015)

  44. Weishan Zhang, Shouchao Tan, Qinghua Lu, Xin Liu, Wenjuan Gong: A Genetic-Algorithm-Based Approach for Task Migration in Pervasive Clouds. IJDSN 11: 463230:1-463230:9 (2015)

  45. Weishan Zhang, Liang Xu, Pengcheng Duan, Wenjuan Gong, Qinghua Lu, Su Yang: A video cloud platform combing online and offline cloud computing technologies. Personal and Ubiquitous Computing 19(7): 1099-1110 (2015)

  46. Qinghua Lu, Xiwei Xu, Len Bass, Liming Zhu, Weishan Zhang: A Tail-Tolerant Cloud API Wrapper. IEEE Software 32(1): 76-82 (2015)

  47. Weishan Zhang, Licheng Chen, Xin Liu, Qinghua Lu, Peiying Zhang, Su Yang: An OSGi-based flexible and adaptive pervasive cloud infrastructure. SCIENCE CHINA Information Sciences 57(3): 1-11 (2014)

  48. Peiying Zhang, Zhanshan Zhang, Weishan Zhang, Chunlei Wu: Semantic Similarity Computation Based on Multi-feature Combination using HowNet. JSW 9(9): 2461-2466 (2014)

  49. Weishan Zhang, Klaus Marius Hansen, Mads Ingstrup: A hybrid approach to self-management in a pervasive service middleware. Knowl.-Based Syst. 67: 143-161 (2014)

  50. Weishan Zhang, Klaus Marius Hansen, Thomas Kunz: Enhancing intelligence and dependability of a product line enabled pervasive middleware. Pervasive and Mobile Computing 6(2): 198-217 (2010)

 International conference

  1. Weishan Zhang, Liqian Zhu, Liang Xu, Jiehan Zhou, Haoyun Sun, Xin Liu: Deep Learning Based Container Text Recognition. CSCWD 2019: 69-74

  2. Xingjie Zeng, Weishan Zhang, Long Xu, Xinzhe Wang, Jiangru Yuan, Jiehan Zhou: Model Fusion Based Oilfield Production Prediction. ICDS 2019: 677-686

  3. Qinghua Lu, Xiwei Xu, Yue Liu, Weishan Zhang: Design Pattern as a Service for Blockchain Applications. ICDM Workshops 2018: 128-135

  4. Xin Liu, Xiaomiao Zhang, Yiwen Wang, Jiehan Zhou, Sumi Helal, Zhidong Xu, Weishan Zhang, Shuai Cao: PARMTRD: Parallel Association Rules Based Multiple-Topic Relationships Detection. ICWS 2018: 422-436

  5. Weishan Zhang, Xia Liu, Jiangru Yuan, Liang Xu, Haoyun Sun, Jiehan Zhou, Xin Liu:RCNN-based foreign object detection for securing power transmission lines (RCNN4SPTL). IIKI 2018: 331-337

  6. Jiangru Yuan, Bing Xue, Weishan Zhang, Liang Xu, Haoyun Sun, Jiehan Zhou: RPN-FCN based Rust detection on power equipment. IIKI 2018: 349-353

  7. Yiwei Wei, Chunlei Wu, Xiaoliang Chu, Weishan Zhang, Leiquan Wang: Social Image Captioning with Tags-Based Attention Model. iThings/GreenCom/CPSCom/SmartData 2018: 1719-1724

  8. Weishan Zhang, Haoyun Sun, Jiehan Zhou, Xin Liu, Zhanmin Zhang, Guizhi Min: DCNN Based Real-Time Adaptive Ship License Plate Recognition (DRASLPR). iThings/GreenCom/CPSCom/SmartData 2018: 1829-1834

  9. Haifeng Jing, Yafei Zhang, Jiehan Zhou, Weishan Zhang, Xin Liu, Guizhi Min, Zhanmin Zhang: LSTM-Based Service Migration for Pervasive Cloud Computing. iThings/GreenCom/CPSCom/SmartData 2018: 1835-1840

  10. Haoyun Sun, Xin Liu, Guizhi Min, Jiehan Zhou, Weishan Zhang, Zhanmin Zhang: Fully Convolutional Network Based Ship Plate Recognition. SMC 2018: 1803-1808

  11. Weishan Zhang, Bing Xue, Jiehan Zhou, Xin Liu, Hao Lv: A Scalable and Efficient Multi-Label CNN-Based License Plate Recognition on Spark. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2018: 1738-1744

  12. Xin Liu, Xiaomiao Zhang, Weishan Zhang, Wei Wei, Yongjun Zhao, Yongke Xi, Shuai Cao: Data Mining from Haier Air-Conditioner Equipment Running Data for Fault Prediction. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2018: 1829-1836

  13. Zhiyuan He, Su Yang, Weishan Zhang, Jiulong Zhang: Perceiving Commerial Activeness Over Satellite Images. WWW (Companion Volume) 2018: 387-394

  14. Wenshan Wang, Su Yang, Zhiyuan He, Minjie Wang, Jiulong Zhang, Weishan Zhang: Urban Perception of Commercial Activeness from Satellite Images and Streetscapes. WWW (Companion Volume) 2018: 647-654

  15. Weishan Zhang, Hao Lv, Liang Xu, Yan Liu, Xin Liu, Qinghua Lu, Zhongwei Li, Jiehan Zhou: An Online-Offline Combined Big Data Mining Platform. DASC/PiCom/DataCom/CyberSciTech 2017: 1220-1225

  16. Su Yang, Anqin Zhang, Jiulong Zhang, Weishan Zhang: A new chaotic feature for EEG classification based seizure diagnosis. ICASSP 2017: 4651-4655

  17. Anqin Zhang, Su Yang, Xinfeng Zhang, Jiulong Zhang, Weishan Zhang: Abnormal Gait Detection in Surveillance Videos with FFT-Based Analysis on Walking Rhythm. ICIG (1) 2017: 108-117

  18. Jiehan Zhou, Jukka Riekki, Mätti S. Hämäläinen, Pasi Mattila, Xinguo Yu, Xiwei Liu, Weishan Zhang: China-Finland EduCloud Platform Towards Innovative Education. PSIVT Workshops 2017: 172-185

  19. Weishan Zhang, Hao Lv, Liang Xu, Xin Liu, Jiehan Zhou: Data Mining as a Cloud Service for Learning Artificial Intelligence. PSIVT Workshops 2017: 214-221

  20. Xin Liu, Feng Wang, Zhongwei Li, Weishan Zhang, Shuai Cao, Sumi Helal, Jiehan Zhou: Topic detection based on similar networks. SMC 2017: 188-193

  21. Weishan Zhang, Dehai Zhao, Xiufeng Chen, Yuanjie Zhang: Deep Learning Based Emotion Recognition from Chinese Speech. ICOST 2016: 49-58

  22. Weishan Zhang, Yuanjie Zhang, Liang Xu, Faming Gong:Hbase Based Surveillance Video Processing, Storage and Retrieval. IIKI 2016: 64-67

  23. Weishan Zhang, Bo Li, Dehai Zhao, Faming Gong, Qinghua Lu:Workload Prediction for Cloud Cluster Using a Recurrent Neural Network. IIKI 2016: 104-109

  24. Weishan Zhang, Zhichao Wang, Liang Xu, Dehai Zhao, Faming Gong, Qinghua Lu:An Empirical Study on Big Video Data Processing: Architectural Styles, Issues, and Challenges. IIKI 2016: 110-115

  25. Weishan Zhang, Gaowa Wulan, Faming Gong, Chunfeng Zhang, Changzhi Lv:An Intelligent Power Distribution Service Architecture. IIKI 2016: 544-546

  26. Jiehan Zhou, Jukka Riekki, Weishan Zhang, Tie Qiu:iHRV: Cloud-Based Mobile Heart Rate Variability Monitoring System. iThings/GreenCom/CPSCom/SmartData 2016: 328-333

  27. Weishan Zhang, Dehai Zhao, Liang Xu, Zhongwei Li, Wenjuan Gong, Jiehan Zhou: Distributed embedded deep learning based real-time video processing. SMC 2016: 1945-1950

  28. Xinfeng Zhang, Su Yang, Yuan Yan Tang, Weishan Zhang: Crowd Motion Monitoring with Thermodynamics-Inspired Feature. AAAI 2015: 4300-4302

  29. Yang Yang, Hui Xu, Yanan Liu, Zhongwei Li, Weishan Zhang, Xin Liu: Feature Analysis of Important Nodes in Microblog. CSCloud 2015: 231-236

  30. Weishan Zhang, Pengcheng Duan, Qinghua Lu: Towards a Load-Aware Scheduling Framework for Realtime Video Cloud. IIKI 2015: 1-6

  31. Qinghua Lu, Shanshan Li, Weishan Zhang: Genetic Algorithm Based Job Scheduling for Big Data Analytics. IIKI 2015: 33-38

  32. Weishan Zhang, Pengcheng Duan, Licheng Chen: An In-Depth Context-Awareness Framework for Pervasive Video Cloud. UIC/ATC/ScalCom 2015: 543-549

  33. Weishan Zhang, Dehai Zhao, Wenjuan Gong, Zhongwei Li, Qinghua Lu, Su Yang: Food Image Recognition with Convolutional Neural Networks. UIC/ATC/ScalCom 2015: 690-693

  34. Weishan Zhang, Licheng Chen, Wenjuan Gong, Zhongwei Li, Qinghua Lu, Su Yang: An Integrated Approach for Vehicle Detection and Type Recognition. UIC/ATC/ScalCom 2015: 798-801

  35. Shanshan Li, Qinghua Lu, Weishan Zhang, Liming Zhu: A MapReduce Cluster Deployment Optimization Framework with Geo-distributed Data. UIC/ATC/ScalCom 2015: 943-949

  36. Weishan Zhang, Ning Wang, Qinghua Lu, Su Yang:Experiences on a Video Management Cloud Based on Hadoop. UIC/ATC/ScalCom 2015: 950-955

  37. Lianzhang Zhu, Yong Wang, Weishan Zhang, Shaochao Tan:CPN Based Validation on Pervasive Cloud Task Migration. UIC/ATC/ScalCom 2015: 986-990

  38. Guoping Zhang, Luxi Zhao, Weishan Zhang, Kuiyi Yang, Shouchao Tan:Formalizing Mobile Cloud Service Migration with Event-B. UIC/ATC/ScalCom 2015: 991-996

  39. Weishan Zhang, Pengcheng Duan:Towards a Deep Belief Network-Based Cloud Resource Demanding Prediction. UIC/ATC/ScalCom 2015: 1043-1048

  40. Weishan Zhang, Xin Meng, Zhongwei Li, Qinghua Lu, Shaochao Tan: Emotion Recognition in Speech Using Multi-classification SVM. UIC/ATC/ScalCom 2015: 1181-1186

  41. Wenjuan Gong, Zhichao Wang, Weishan Zhang: Creating Personal 3D Avatar from a Single Depth Sensor. UIC/ATC/ScalCom 2015: 1193-1198

  42. Qinghua Lu, Liming Zhu, Xiwei Xu, Len Bass, Shanshan Li, Weishan Zhang, Ning Wang: Mechanisms and Architectures for Tail-Tolerant System Operations in Cloud. HotCloud 2014

  43. Weishan Zhang, Xun Wang: A Lightweight User State Monitoring System on Android Smartphones. ICSOC Workshops 2014: 259-269

  44. Kewen Li, Wenying Liu, Kang Zhao, Weishan Zhang, Lu Liu: A Novel Dynamic Weight Neural Network Ensemble Model. IIKI 2014: 22-27

  45. Weishan Zhang, Liang Xu, Pengcheng Duan, Wenjuan Gong, Xin Liu, Qinghua Lu: Towards a High Speed Video Cloud Based on Batch Processing Integrated with Fast Processing. IIKI 2014: 28-33

  46. Weishan Zhang, Shouchao Tan, Klaus Marius Hansen: A Short Survey on Decision Making for Task Migrations in Mobile Cloud Environments. IIKI 2014: 64-67

  47. Weishan Zhang, Wenshan Wang, Pengcheng Duan, Xin Liu, Qinghua Lu: Online Multiperson Tracking and Counting with Cloud Computing. IIKI 2014: 72-75

  48. Wenjuan Gong, Preben Fihl, Jordi Gonzàlez, Thomas B. Moeslund, Weishan Zhang, Zhen Li, Yan Ren: Robustness of Input Features from Noisy Silhouettes in Human Pose Estimation. IIKI 2014: 126-131

  49. Weishan Zhang, Shouchao Tan, Qinghua Lu, Xin Liu: Towards a Genetic Algorithm Based Approach for Task Migrations. IIKI 2014: 182-187

  50. Weishan Zhang, Pengcheng Duan, Qinghua Lu, Xin Liu: A Realtime Framework for Video Object Detection with Storm. UIC/ATC/ScalCom 2014: 732-737

  51. Weishan Zhang, Licheng Chen, Qinghua Lu, Yuan Rao, Jiehan Zhou: Towards an OSGi Based Pervasive Cloud Infrastructure. GreenCom/iThings/CPScom 2013: 418-425

  52. Weishan Zhang, Xin Meng, Qinghua Lu, Yuan Rao, Jiehan Zhou: A Hybrid Emotion Recognition on Android Smart Phones. GreenCom/iThings/CPScom 2013: 1313-1318

  53. Pengcheng Duan, Wenshan Wang, Weishan Zhang, Faming Gong, Peiying Zhang, Yuan Rao: Food Image Recognition Using Pervasive Cloud Computing. GreenCom/iThings/CPScom 2013: 1631-1637

  54. Peiying Zhang, Zhanshan Zhang, Weishan Zhang: An Approach of Semantic Similarity by Combining HowNet and Cilin. GreenCom/iThings/CPScom 2013: 1638-1643

  55. Wenshan Wang, Pengcheng Duan, Weishan Zhang, Faming Gong, Peiying Zhang, Yuan Rao: Towards a Pervasive Cloud Computing Based Food Image Recognition. GreenCom/iThings/CPScom 2013: 2243-2244

  56. Weishan Zhang, Klaus Marius Hansen, Paolo Bellavista: The 1st International Workshop on Self-Managing Pervasive Service Systems (SeMaPS 2012). ICSOC Workshops 2013: 253-254

  57. Weishan Zhang, Klaus Marius Hansen, Paolo Bellavista: A Research Roadmap for Context-Awareness-Based Self-managed Systems. ICSOC Workshops 2013: 275-283

  58. Yong Li, Yuan Rao, Youxiang Duan, Weishan Zhang: A 3D Model Based Action Recorder Using Computer Vision. ICSOC Workshops 2013: 284-293

  59. Weishan Zhang, Yuhao Wang, Licheng Chen, Yan Liu, Yuan Rao: A Hybrid Indoor Positioning Approach for Supermarkets. ICSOC Workshops 2013: 306-316

  60. Alex Norta, Weishan Zhang, Claudia-Melania Chituc, Roman Vaculín: Introduction to the Proceedings of the Workshop on Pervasive Analytical Service Clouds for the Enterprise and Beyond (PASCEB) 2013. ICSOC Workshops 2013: 379-380

  61. Klaus Marius Hansen, Weishan Zhang: Towards Structure-Based Quality Awareness in Software Ecosystem Use. ICSOC Workshops 2013: 469-479

  62. Weishan Zhang, Licheng Chen, Qinghua Lu, Peiying Zhang, Su Yang: Flexible Component Migration in an OSGi Based Pervasive Cloud Infrastructure. ICSOC Workshops 2013: 505-514

  63. Zhanshan Zhang, Xin Meng, Peiying Zhang, Weishan Zhang, Qinghua Lu:Hybrid Emotion Recognition Using Semantic Similarity. ICSOC Workshops 2013: 515-526

  64. Weishan Zhang, Klaus Marius Hansen, João Fernandes, Julian Schütte, Francisco Milagro Lardies: QoS-Aware Self-adaptation of Communication Protocols in a Pervasive Service Middleware. GreenCom/CPSCom 2010: 17-26

  65. Weishan Zhang, Klaus Marius Hansen, João Fernandes: Towards OpenWorld Software Architectures with Semantic Architectural Styles, Components and Connectors. ICECCS 2009: 40-49

  66. Weishan Zhang, Klaus Marius Hansen: An Evaluation of the NSGA-II and MOCell Genetic Algorithms for Self-Management Planning in a Pervasive Service Middleware. ICECCS 2009: 192-201

  67. Weishan Zhang, Julian Schütte, Mads Ingstrup, Klaus Marius Hansen: A Genetic Algorithms-Based Approach for Optimized Self-protection in a Pervasive Service Middleware. ICSOC/ServiceWave 2009: 404-419

  68. Francisco Milagro Lardies, Pablo Antolin Rafael, João Fernandes, Weishan Zhang, Klaus Marius Hansen, Peeter Kool: Deploying Pervasive Web Services over a P2P Overlay. WETICE 2009: 240-245

  69. Klaus Marius Hansen, Weishan Zhang, João Fernandes: Flexible Generation of Pervasive Web Services Using OSGi Declarative Services and OWL Ontologies. APSEC 2008: 135-142

  70. Weishan Zhang, Klaus Marius Hansen: Semantic Web Based Self-Management for a Pervasive Service Middleware. SASO 2008: 245-254

  71. Klaus Marius Hansen, Weishan Zhang, Mads Ingstrup: Towards Self-Managed Executable Petri Nets. SASO 2008: 287-296

  72. Klaus Marius Hansen, Weishan Zhang, Goncalo Soares: Ontology-Enabled Generation of Embedded Web Services. SEKE 2008: 345-350

  73. Weishan Zhang, Klaus Marius Hansen: An OWL/SWRL Based Diagnosis Approach in a Pervasive Middleware. SEKE 2008: 893-898

  74. Weishan Zhang, Dong Han, Thomas Kunz, Klaus Marius Hansen: Mobile Game Development: Object-Orientation or Not. COMPSAC (1) 2007: 601-608

  75. Weishan Zhang, Thomas Kunz, Klaus Marius Hansen: Product Line Enabled Intelligent Mobile Middleware. ICECCS 2007: 148-160

  76. Weishan Zhang, Dong Han, Thomas Kunz: Object-Orientation Is Evil to Mobile Game: Experience from Industrial Mobile RPGs. ICESS 2007: 1-12

  77. Weishan Zhang, Klaus Marius Hansen: Synergy Between Software Product Line and Intelligent Mobile Middleware. IPC 2007: 515-520

  78. Weishan Zhang, Thomas Kunz: Product Line Based Ontology Reuse in Context-aware E-business Environment. ICEBE 2006: 138-145

  79. Weishan Zhang, Thomas Kunz: A Product Line Enhanced Unified Process. SPW/ProSim 2006: 142-149

  80. Weishan Zhang, Thomas Kunz: Product Line Based Ontology Development for Semantic Web Service. SOSE 2006: 183-188

  81. Weishan Zhang, Stan Jarzabek: Reuse without Compromising Performance: Industrial Experience from RPG Software Product Line for Mobile Devices. SPLC 2005: 57-69

  82. Stan Jarzabek, Paul Bassett, Hongyu Zhang, Weishan Zhang: XVCL: XML-based Variant Configuration Language. ICSE 2003: 810-811

  83. Weishan Zhang, Stan Jarzabek, Neil Loughran, Awais Rashid: Reengineering a PC-Based System into the Mobile Device Product Line. IWPSE 2003: 149-160

部分中文核心期刊论文


  1. 张卫山, 吕浩, 张元杰, 徐亮, 赵德海. 深度学习驱动的智能冰箱. 计算机科学与探索, 2018-03-06

  2. 刘昕, 王晓, 张卫山, 汪建基, 王飞跃. 平行数据:从大数据到数据智能. 模式识别与人工智能, 2017-08-15


指导研究生情况

指导博士生4名，研究生毕业40余名，在澳大利亚国立大学读博、或者在国家电网、百度、拼多多等单位工作。

获得荣誉

  1. 2022年青岛市科技进步一等奖 联盟智能动态决策关键技术研发及产业化 （第一）

  2. 2022年山东公安科技进步一等奖 智慧社区联合感知全生命周期监管技术研发及应用

  3. 2021年中国自动化学会CAA科技进步奖一等奖 面向城市复杂系统的社会计算关键技术及其重大应用

  4. 2021年山东省致公党省委会“创先争优”优秀党员

  5. 2020 山东省科技进步二等奖 自适应联邦智能关键技术研究与产业化 (第一）

  6. 2020 吴文俊人工智能科技进步三等奖 可信联邦智能关键技术研发及产业示范（第一）

  7. 第十届中国技术市场协会金桥奖二等奖，高可信联邦智能关键技术研发及产业化（第一）

  8. 2020 青岛市技术发明三等奖  5G人工智能社区关键技术研究与示范（第一）

  9. 2020 第六届山东省互联网＋大学生创新创业大赛金奖/优秀指导教师

  10. 2019第六届数据科学国际会议  最佳应用论文奖

  11. 2019 第五届山东省互联网＋大学生创新创业大赛金奖/优秀指导教师

  12. 2019 第十六届“挑战杯”山东省大学生课外学术科技作品竞赛特等奖/优秀指导教师

  13. 2018创青春系列获奖：2018年创青春山东省赛区金奖，2018年创青春网络信息经济专项赛铜奖

  14. 2018 青岛市大数据优秀学术成果奖

  15. 2017中国智能汽车大赛（CIVC）虚拟场景组全国三等奖

  16. 2016 中国计算机学会CCF大数据与计算智能大赛万国云商特别奖

  17. 2016自然科学三等奖 视频大数据处理技术 黄岛区科技局 1/5







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