吕建华
近期热点
资料介绍
个人简历
吕建华 Ph. D., Associate Professor, School of Computer Science and Engineering, College of Software Engineering, Southeast University Address: Room 230, Computer Science Building, Southeast University No. 2, Southeast Street Jiangning District, Nanjing, Jiangsu, PRC. Zip code: 211189 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专家,欢迎各路英才加入,你需要: 1)勇于探索,能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,有意愿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。 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. 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 management1. 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_ 算法分析与设计Algorithm analysis and design 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研究领域
"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。 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。 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技术,研究与开发工业系统健康管理技术,包括:故障检测与故障诊断、系统健康状态评估、系统维护决策支持等。"近期论文
[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 Engineering,2012.[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) 相关热点
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