Professor

Personal Information

  • Business Address: 西南交通大学犀浦校区9教办公室
  • Alma Mater: 德国,达姆斯塔特工大
  • School/Department: 计算机与人工智能学院
  • Discipline:Software Engineering
    Computer Application Technology
    Computer Science and Technology
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    Home > Research > Publications

               

    Book and book chapter

    • Yan Zhu. Technology and Practice of Big Data Intelligent Management and Analysis—From Data Warehouse/OLAP to NoSQL and NewSQL. Southwest Jiaotong University Press, Chengdu, 2019

    • Yan Zhu. Integrating External Data from Web Sources into a Data Warehouse for OLAP and Decision Making. SHAKER Verlag, Aachen, Germany, 2004

    • Yan Zhu. Web Services Technology and Applications in a Web X.0 Environment. Southwest Jiaotong University Press, Chengdu, 2011

    • Cryptanalysis of T-function Based Ultralightweight RFID Authentication Protocols. In Collected Works: “Progress on Crytography - 20 Years of Cryptography in Taiwan”. McGraw-Hill International Enterprises,Taiwan, 2014

    Selected papers (Corresponding author)

    • Jia-Qing Wang, Yan Zhu, Huan He, Chun-Ping Li. Less is More: Feature Choosing under Privacy-Preservation for Efficient Web Spam Detection. DEXA2021, Austria, Sept. 2021. (EI)

    • Xu Zhuang,Yan Zhu, Qiang Peng, Faisal Khurshid. Using deep belief network to demote web spam. Future Generation Computer Systems. 118(2021): 94-106. (SCI)

    • Rong Wang, Benjamin C. M. Fung, Yan Zhu, Qiang Peng.Differentially private data publishing for arbitrarily partitioned data. Information Sciences, 553(2021):247-265. (SCI)

    • Cheng Cheng, Chunping Li, Yongfang Han, Yan Zhu. A semi-supervised deep learning image caption model based on Pseudo Label and N-gram. International Journal of Approximate Reasoning. 131(2021): 93-107. (SCI)

    • Rong Wang, Benjamin C.M.Fung, Yan Zhu. Heterogeneous data release for cluster analysis with differential privacy. Knowledge-Based Systems, 2020 (SCI) 

    • Rong Wang, Yan Zhu, Chin-Chen Chang, Qiang Peng. Privacy-Preserving High-dimensional data publishing for classification. Computer & Security, Vol 93, June 2020. (SCI)

    • Liangqiang Huang, Yan Zhu, Xin Wang, Faisal Khurshid. An Attribute-Based Fine-Grained Access Control Mechanism for HBase. DEXA2019, Austria, Aug 2019. (EI)

    • Jiefan Tan, Yan Zhu, Qiang Du. Triplet-CSSVM: Integrating Triplet-Sampling CNN and Cost-Sensitive Classification for Imbalanced Image Detection. DEXA2019, Austria, Aug 2019. (EI)

    • Faisal Khurshid,Yan Zhu, Xu Zhuang, Mushtaq Ahmad, Muqeet Ahmad. Enactment of Ensemble Learning for Review Spam Detection on Selected Features.International Journal of Computational Intelligence Systems. 12(1):387-394, 2019.(SCI)

    • Rong Wang,Yan Zhu, Tung-Shou Chen, Chin-Chen Chang. Privacy-Preserving Algorithms for Multiple Sensitive Attributes Satisfying t-Closeness. Journal of Computer Science and Technology. 33(6):1-12, 2018.(SCI)

    • Rong Wang,Yan Zhu, Tung-Shou Chen, Chin-Chen Chang. An Authentication Method Based on the Turtle Shell Algorithm for Privacy-Preserving Data Mining. The Computer Journal. 61(8): 1123–1132, 2018.(SCI)

    • Xu Zhuang,Yan Zhu, Chin-Chen Chang, Qiang Peng. Security Issues in Ultralightweight RFID Authentication Protocols. Wireless Personal Communications. 98(1):779-814, 2018. (SCI)

    • Xu Zhuang,Yan Zhu, Chin-Chen Chang, Qiang Peng. A Unified Score Propagation Model for Web Spam Demotion Algorithm. Information Retrieval Journal. 20(6):547-574, 2017.(SCI)

    • Xu Zhuang,Yan Zhu, Chin-Chen Chang, Qiang Peng. Feature Bundling in Decision Tree Algorithm, Intelligent Data Analysis. 21(2):371-383,2017. (SCI)

    • Sha Wei, Yan Zhu.Cleaning out Web Spam by Entropy-based Cascade Outlier Detection. DEXA2017, France, Aug 2017. (EI)

    • Rong Wang, Yan Zhu, Jiefan Tan, Binbin Zhou. Detection of Malicious Web Pages Based on Hybrid Analysis. Journal of Information Security and Applications. 35:68-74, 2017. (EI)

    • Faisal Khurshid,Yan Zhu. Recital of Supervised Learning on Review Spam Detection: An Empirical Analysis. The 12th International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2017), China, Nov. 2017. (EI)

    • Shou-Hong Tang, Yan Zhu, Fan Yang, Qing Xu. Ascertaining Spam Web Pages Based on Ant Colony Optimization Algorithm. DEXA2014, Springer LNCS 8645. Sept 2014. (EI)

    • Bo Zhao,Yan Zhu. Formalizing and Validating the Web Quality Model for Web Source Quality Evaluation. Expert System with Application. 41(7): 3306-3312, 2014. (SCI)

    • X. Zhuang, Y. Zhu and C. C. Chang. A New  Ultralightweight RFID Protocol for Low-Cost Tags: R2AP. Wireless Personal  Communications. 77(4): 1787-1802, 2014. (SCI)

    • Shou-Hong Tang, Yan Zhu, Fan Yang, Qing Xu. Ascertaining Spam Web Pages Based on Ant Colony Optimization Algorithm. DEXA2014, Springer LNCS 8645. Sept 2014. (EI)


    Keynote speech

    • Multi-degree Detection of Web Spam with Web Quality Features, IEEE International Conference on Communication Software and Networks, Chengdu, PR China, June 6-7, 2015

    • Web  Quality/Safety Issues and Our SolutionsThe 3rd International Conference on Computer  Technology and Development (ICCTD 2011). Nov. 26-29, 2011.

    • Web Source/Information  Quality Modeling and Assessment. The 3rd International Conference on Computer and Electrical Engineering (ICCEE 2010). Nov. 17-18, 2010.


    Conference presentation

    • An Attribute-Based Fine-Grained Access Control Mechanism for HBase. DEXA2019, Linz, Austria, Aug 2019.  

    • Integrating Triplet-Sampling CNN and Cost-Sensitive Classification for Imbalanced Image Detection. DEXA2019, Linz, Austria, Aug 2019.

    • Cleaning out Web Spam by Entropy-based Cascade Outlier Detection.The 28th International Conference on Database and Expert Systems Applications (DEXA 2017 ). France Lyon, Aug.27-Sep. 1,2017.

    • Blocking Web Spam by Entropy-based Cascade Outlier Detection. Department of Computer Science, Georgia State University, USA, Sep.3,2016.

    • A Brief Introduction of Internet and Web Spam Detection. Tsinghua University. April 16-17, 2015.

    • Ascertaining Spam Web Pages Based on Ant Colony Optimization Algorithm. The 25th International Conference on Database and Expert Systems Applications (DEXA 2014 ). Germany, Sep. 1-4,2014.

    • WSD-AIS: an Artificial Immune System Approach against Web Spam. International Computer Symposium (ICS). Taiwan, Dec. 12-14,2014.

    • Visual clusttering reduction for visualizing large spatio-temporal data sets. IEEE CSE2014, Chengdu, Dec. 19-21,2014.

    • The Comfort Evaluation of  Wearable Devices Using Fuzzy Assessment Technologies. Sino-German Bilateral Workshop on Wearable Computing(WearCom2010). Chengdu, Aug. 24-29,2010.


    Academic visiting

    • August 25~August 31,2019: Johannes Kepler University Linz, Austria

    • September 18~October 1,2018: Technical University of Braunschweig; Ostfalia University of Applied Sciences; Albert-Ludwig University of Freiburg, Germany

    • Feburary 12~16,2018: Harvard University; Massachusetts Institute of Technology (MIT); IBM, USA

    • Feburary 06~09,2018: Georgia State University; Georgia Institute of Technology, USA

    • August 27~September 01,2017: Université Jean Moulin-Lyon 3, France

    • March 03~19, 2017: Leeds University, United Kingdom

    • September 02~17,2016: Georgia State University; Northwestern University, USA

    • February 02 ~ 12,2016: Politecnico di Torino, Italy

    • December 12-14, 2014: Feng Chia University); Tunghai Univerisity,Taichung, China

    • September 01~04,2014: Ludwig Maximilian University of Munich, Darmstadt University of Technology, Germany

     Professional service

    • TPC member:  DEXA (2011-2021), CMS (2010-2016), IEEE ICEBE 2015,2018-2020, ICS2014, IEEE CSAE (2012-2013), MSVVEIS (2012), RSKT (2009-2010)

    • Chair of international conference organization committee: ICCTD2011, MDMKD2009

    • Journal reviewer: 

           IEEE Transactions on Knowledge and Data Engineering (TKDE)

          Expert Systems with Applications (ESWA)

          Journal of Information Security and Applications

          Transactions on Large-Scale Data- and Knowledge-Centered Systems (TLDKS)

          The Journal of Universal Computer Science (J. UCS)

          Information Systems Journal(ISJ)

          Recent Patents on Computer Science