呂建華

Jianhua LYU

呂建華, 博士，副教授，研究生導師。畢業于東北大學，香港中文大學、香港科技大學訪問學者，美國普渡大學高級訪問學者。主要研究領域包括：數據科學、知識工程與工業智能。主持完成多項國家自然科學基金項目、江蘇省自然科學基金項目以及校企研發工業智能項目，發表論文40餘篇，申請、授予國家發明專利十餘項，培養研究生、留學生60餘名。

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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在人工智能的時代，數據是一切工作的基礎與前提，知識是處理與分析的結果，而應用才是科學研究的目的。互聯網方興未艾，先進制造與工業智能又帶來了巨大挑戰與機遇。

研究室緻力于培養新時代的數據工程師、數據分析師、以及知識管理與人工智能應用專家，歡迎各位同學加入我們！

正在招收2022年度研究生，包括：計算機科學與技術、軟件工程、人工智能專業。歡迎各位推免同學以及考研同學聯系交流，方式為：18021503877（電話、微信）或lujianhua@seu.edu.cn(郵件)。

重要提醒：各位推免同學一定要參加本院暑假夏令營活動。

知識可以學習，但如下素質才是最重要的：

    1）勇于探索，主動學習未知領域知識，以解決跨學科問題，用計算機科學服務社會發展；

    2）勇于實踐，将所學知識應用于實際問題，以工程化視角看待計算機科學，學以緻用；

    3）務真求實，以事實為準繩，不弄虛作假。

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研究領域Area of Interest

..數據科學與數據工程：Data Science & Data Engineering

       研究面向複雜大數據場景的數據管理技術，培養合格的數據工程師。具體内容包括：數據預處理、數據存儲與索引、查詢處理與查詢優化、并行處理與控制等。

..知識發現與知識工程：Knowledge Discovery & Knowledge Engineering

       研究基于大規模多源異構數據的知識獲取與分析技術，培養合格的數據分析師。具體内容包括：知識實體與關聯關系抽取、知識發現與知識融合、面向知識圖譜的知識管理與分析、數據挖掘與機器學習等。

..工業系統健康管理技術：Industrial System Health Management

      面向業界需求，應用數據與知識管理分析、人工智能以及機器學習方法，開展工業系統健康管理技術研究與開發，包括：故障檢測與故障診斷、态勢感知、剩餘壽命預測、系統健康狀态評估、系統維護決策支持等。

..衛生健康數據管理與分析：Healthcare Data Management & Analytics

      面向公共衛生數據與個人日常數據，應用數據與知識管理分析技術，研究與開發衛生健康管理與分析技術，進行行為模式分析、健康狀态預警、健康生活行為推薦等，為社會健康與個人生活健康提供決策支持。

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目前項目Research Projects

_國家自然科學基金項目： “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.

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

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

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教學Teaching

_ 數據結構與算法 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樹2.pdf10.3.B+樹.pdf 

_ 高級數據結構 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數據管理 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

_ 數據庫技術概論 Introduction to Database

_ 算法分析與設計 Algorithm analysis and design

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部分學生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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部分論著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.