吕建华

发布者:吕建华发布时间:2019-01-05浏览次数:7450

Jianhua LYU

吕建华, 博士,副教授,研究生导师。毕业于东北大学,香港中文大学、香港科技大学访问学者,美国普渡大学高级访问学者。主要研究领域包括:数据科学、知识工程与工业智能。



Ph. D., Associate Professor,

        School of Computer Science and Engineering,

        College of Software Engineering,

                 Southeast University

Email:      lujianhua@seu.edu.cn  

Mobile &VX:    18021503877

Address:   Room 230, Computer Science Building,

                     Southeast University

                     No. 2, Southeast Street

                     Jiangning District, Nanjing, Jiangsu, PRC.

                  Zip code:  211189

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在人工智能的时代,数据是一切工作的基础与前提,知识是处理与分析的结果,而应用才是科学研究的目的。互联网方兴未艾,先进制造与工业智能又带来了巨大挑战与机遇。

研究室致力于培养新时代的数据工程师、数据分析师、以及知识管理与人工智能应用专家,欢迎各位同学加入我们!


正在招收2022年度研究生,包括:计算机科学与技术、软件工程、人工智能专业欢迎各位推免同学以及考研同学联系交流,方式为:18021503877(电话、微信)或lujianhua@seu.edu.cn(邮件)


知识可以学习,但如下素质才是最重要的:


    1)勇于探索,主动学习未知领域知识,以解决跨学科问题,用计算机科学服务社会发展;

    2)勇于实践,将所学知识应用于实际问题,以工程化视角看待计算机科学,学以致用;

    3)务真求实,以事实为准绳,不弄虚作假。

  

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研究领域Area of Interest

..数据科学与数据工程:Data Science & Data Engineering

       研究面向复杂大数据场景的数据管理技术,培养合格的数据工程师。具体内容包括:数据预处理、数据存储与索引、查询处理与查询优化、并行处理与控制等。

..知识发现与知识工程:Knowledge Discovery & Knowledge Engineering

       研究基于大规模多源异构数据的知识获取与分析技术,培养合格的数据分析师。具体内容包括:知识实体与关联关系抽取、知识发现与知识融合、面向知识图谱的知识管理与分析、数据挖掘与机器学习等。

..业系统健康管理技术:Industrial System Health Management

      面向业界需求,应用数据与知识管理分析、人工智能以及机器学习方法,开展工业系统健康管理技术研究与开发,包括:故障检测与故障诊断、态势感知、剩余寿命预测、系统健康状态评估、系统维护决策支持等。

..卫生健康数据管理与分析:Healthcare Data Management & Analytics

      面向公共卫生数据与个人日常数据,应用数据与知识管理分析技术,研究与开发卫生健康管理与分析技术,进行行为模式分析、健康状态预警、健康生活行为推荐等,为社会健康与个人生活健康提供决策支持。

        

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目前项目Research Projects

  

_国家自然科学基金项目 “Research on Key Issues in Integration Technology of Prognostics and Health Management (PHM) and Design of Testability (DoT) for Complex Engineering Systems”, sponsored by National Natural Science Foundation of China.


_保密项目:“X Data Analytics and Knowledge Management”, sponsored by XXX Institute.


_研究院合作项目 “Healthcare Data Management and Analytics”, sponsored by Academy of Military Medical Science of China.



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教学Teaching

  

_ 数据结构与算法 Data structure and algorithms

       1.BasicConcepts.pdf1.2.Recursion.pdf2.array.pdf3.stack&queue.pdf4.linkedList.pdf5.tree.pdf6.graph.pdf7.sort.pdf8.hashing.pdf9.avlt.pdf10.1.Btree.pdf10.2.B树2.pdf10.3.B+树.pdf 


_ 高级数据结构 Advanced Data Structures

      lec01.AmortizedAnalysis.pdflec01.AmortizedAnalysis(C).pdflec02.succinct data structures.pdflec03.04.External Sorting.pdflec06.07.External Sorting.Improve Run Gen.Improve Run Merging.pdflec08.1.Red Black Trees.pdflec08.2.Augmenting Data Structures.pdflec09.0.double_ended_Priority_Queues.pdflec09.1.MinMax_Heap Deaps.pdflec09.2.Interval Heaps.pdflec10.0.Digital Search Trees & Tries.pdflec10.1.Search & basic Indexing.pdflec12.1.Binomial Heaps.pdflec12.2.Analysis Of Binomial Heaps.pdflec13.Fibonacci Heaps.pdflec14.Pairing Heaps.pdf


_ Web数据管理 Web data management

1. Overview.pdf2. Adaptive huffman & bwt.pdf3. Search & basic Indexing.pdf4. Search Index Construction.pdf5. Backward search - FM Index.pdf6. fast bwt.pdf9. XMLStorage&querying.pdf


_ 数据库技术概论 Introduction to Database


_ 算法分析与设计 Algorithm analysis and design


  

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部分学生Students

  

_Li Xu(Graduated): WSN data management

_Lidong Hu(Graduated): Graph query processing

_Juwei Wei(Graduated): WSN event detection

_Jinqiang Wang(Graduated): WSN event detection

_Yilin Liu(Graduated): Fault detection and diagnosis

_Rutao Zhang(Graduated): Graph similarity query processing

_YongguangOu(Graduated): Query processing on uncertain graphs

_Yelei Xi(Graduated): Graph query processing

_Yining Wang(Graduated): Stream processing on graphs

_Feifei Wang(Graduated): Graph indexing

_Wei Cai(Graduated): Stream processing on uncertain graphs

_Ling Ding(Graduated): Similarity query processing on uncertain graphs

_Xuan Tang(Graduated): Personal health data management

_Wenjie Shi(Graduated): WSN event detection

_XiaoleXue(Graduated): WSN event detection

_Yan Sheng(Graduated): Stream processing on uncertain graphs

_Shan Jiang(Graduated): Personal health data management

_Wei Peng(Graduated): Personal health data management

_Run Wang(Graduated): Public health data management

_Kun Chen(Graduated): Public health data management

_Hu Chen(Graduated): WSN event detection

_Cuicui Qian(Graduated): WSN event detection

_Lei Zhao(Graduated): Fault detection and diagnosis

_Mengxue Yao(Graduated): Fault detection and diagnosis

_Chengyang Li(Graduated):  Graph data management

_Deyun Zhang(Graduated):  Graph data management

_Xueyan Wang(Graduated): Personal health data management

_Hui Wang(Graduated): Knowledge Engineering

_Sipei Ma(Graduated): Knowledge Engineering

_Wentao Zhang: Knowledge Engineering & Healthcare

_Yao Chen: Data Engineering & Healthcare

_Xiumei Liu: Knowledge Engineering

_Mingyao Liu: Data Engineering & Machine Learning

_Jingxian Wu: Data Engineering & Machine Learning

_Rongrong Ying: Data Engineering & Knowledge Engineering

_Sucheng Miao: Data Engineering & Machine Learning

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部分论著Selected Publications

  

[1].    Diagraph containment query is like peeling onions. 25th International Conference on Database and Expert Systems Applications, 2014.

[2].    Energy efficient anomaly detection of wireless sensornets. Journal of Nanjing University of Aeronautics and Astronautics, 43(s):109-113. 

[3].    Data-mining based flatness pattern prediction for cold rolling process with varying operating condition. Knowledge and Information Systems, 2013.

[4].    A Fault Prognosis Strategy based on Time-delayed Digraph model and Principal Component Analysis. Mathematical Problem in Engineering2012.

[5].    Multi-objective process parameter optimization for energy saving in injection molding. Journal of Zhejiang University-Science A,2012,13(5):382-394.

[6].    A Data Correlation based Wireless Sensor Network Clustering Algorithm, ICCASM 2010.

[7].    A Single Machine Scheduling Strategy for Energy Saving in Injection Molding Process. 69th Annual Technical Conference of the Society of Plastics Engineers 2012.

[8].    Fault prognosis for process industry based on information synchronization. In proceedings of the 18th IFAC world congress. 2011. 

[9].    Selection-Verification-Filtering: an iterative subgraph containment query processing technique. Journal of Computer Research and Development, 2012, 49(10):2221-2228.(In Chinese)

[10]. Research on most reliable max flows of uncertain graphs. Chinese Journal of Computer , 2012, 35(11): 2371-2380. (In Chinese)

[11]. A topology order sequence based DAG subgraph containment query algorithm. Journal of Computer Research and Development, 2011, 48(s):343-350.(In Chinese)

[12]. A distributed data correlation based anomaly detection algorithm. Journal of Computer Research and Development,2010,47(s):241-248.(In Chinese)