吕建华

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。主持完成多项国家自然科学基金项目、江苏省自然科学基金项目以及校企研发工业智能项目，发表论文40余篇，申请、授予国家发明专利十余项，培养研究生、留学生60余名。

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)。

重要提醒：各位推免同学一定要参加本院暑假夏令营活动。

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。

..工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(Graduated): Knowledge Engineering & Healthcare

_Yao Chen(Graduated): Data Engineering & Healthcare

_Xiumei Liu(Graduated): Knowledge Engineering

_Mingyao Liu(Graduated): Data Engineering & Machine Learning

_Jingxian Wu(Graduated): Data Engineering & Machine Learning

_Rongrong Ying(Graduated): Data Engineering & Knowledge Engineering

_Sucheng Miao(Graduated): Data Engineering & Machine Learning

_Yihe Liu(Graduated): Data Engineering & Machine Learning

_Liangjie Ding: Graph Query Processing

_Liang Wang: Data Engineering & Industrial Intelligence

_Zhen Shao: Data Engineering & Industrial Intelligence

_Yuxi Yuan: Data Engineering & Industrial Intelligence

_Tao Ai: Data Engineering & Machine Learning

_Tahawor Abbas: Data Engineering & Machine Learning

_Jun Liu: Data Engineering & Industrial Intelligence

_Linchao Chen: Data Engineering & Industrial Intelligence

_Yi Yang: Data Engineering & Industrial Intelligence

_Hu Sun: Data Engineering & Industrial Intelligence

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部分论著Selected Publications

[1]. Reliable Route Selection for Wireless Sensor Networks with Connection Failure Uncertainties.Sensors 21(21): 7254 (2021)

[2]. Remaining useful life estimation with multiple local similarities. Eng. Appl. Artif. Intell. 95: 103849 (2020)

[3]. Edit Distance Based Similarity Search of Heterogeneous Information Networks. DEXA (2)2018: 195-202.

[4]. Multidimensional Analysis Framework on Massive Data of Observations of Daily Living. HIS 2017: 121-127. 

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

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

[7]. A Fault Prognosis Strategy based on Time-delayed Digraph model and Principal Component Analysis. Mathematical Problem in Engineering，2012.

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

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

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