Jiawei Han

Time 2020-10-12 20:09:04

Web Name: Jiawei Han

WebSite: http://hanj.cs.illinois.edu

ID:79811

Keywords:

Jiawei,Han,

Description:

Current Research (SelectedPublications) § InformationNetwork Academic Research Center: NetworkScience-Collaborative Technology Alliance§ NIH BD2K: KnowEng (Knowledge Engine for Genomics) Center:Construction and Mining of Biological Networks§ Multi-Dimensional Structuring,Summarizing and Mining of Social Media Data (NSF/IIS)§ StructNet: Constructing and MiningStructure-Rich Information Networks for Scientific Research (NSF/IIS)§Taming Big Networks viaEmbedding (NSF/IIS-BIGDATA)  Teaching ·UIUCCS412: An Introduction to Data Warehousing and Data Mining  (offered only online every Spring semester:For on-campus offerings, please contact the department) ·UIUC CS512:Data Mining: Principles and Algorithms 9:30-10:45am Tues/Thurs. 0216 SiebelCenter (every Spring semester) ·Mining Research Group Meeting, Mondays @Siebel Center (for DMG group member only)  Books ·Jiawei Han,Micheline Kamber, and Jian Pei, Data Mining: Concepts andTechniques, 3rd edition, MorganKaufmann, 2011. (1st ed., 2000)(2nd ed., 2006)·Chao Zhang and Jiawei Han,Multidimensional Mining of Massive Text Data, Morgan Claypool Publishers, 2019 (Series: Synthesis Lectures on Data Mining andKnowledge Discovery)·Xiang Ren and Jiawei Han,MiningStructures of Factual Knowledge from Text: An Effort-Light Approach, Morgan Claypool Publishers, 2018 (Series: Synthesis Lectures on Data Mining andKnowledge Discovery)·Jialu Liu, Jingbo Shang and Jiawei Han,Phrase Miningfrom Massive Text and Its Applications, Morgan Claypool Publishers, 2017 (Series: Synthesis Lectures on Data Mining andKnowledge Discovery)·Chi Wang andJiawei Han,Mining Latent EntityStructures, Morgan ClaypoolPublishers, 2015 (Series: Synthesis Lectures on Data Mining and KnowledgeDiscovery)·Yizhou Sun andJiawei Han,Mining HeterogeneousInformation Networks: Principles and Methodologies, Morgan Claypool Publishers, 2012 (Series: Synthesis Lectures on Data Mining andKnowledge Discovery)·Manish Gupta, JingGao, Charu Aggawal, and Jiawei Han, OutlierDetection for Temporal Data, Morgan Claypool Publishers, 2014(Series: Synthesis Lectures on Data Mining and Knowledge Discovery)·Hillol Kargupta, Jiawei Han, Philip Yu, Rajeev Motwani, and VipinKumar (eds.), NextGeneration of Data Mining  (Chapman Hall/CRC Data Mining and Knowledge Discovery Series), Taylor Francis, 2008.·Harvey Miller and Jiawei Han (eds.), Geographical DataMining and Knowledge Discovery, (2nd ed.), Taylor Francis, 2009. ·Philip S. Yu, Jiawei Han, and ChristosFaloutsos (eds), LinkMining: Models, Algorithms, and Applications, Springer, 2010.·Ashok N. Srivastava and Jiawei Han,MachineLearning and Knowledge Discovery for Engineering Systems Health Management (Chapman Hall/CRC Data Mining and Knowledge DiscoverySeries), Taylor Francis, 2011·DavidLo,Siau-ChengKhoo, JiaweiHan,and ChaoLiu (eds.), Mining Software Specifications: Methodologies andApplications  (Chapman Hall/CRC Data Mining andKnowledge Discovery Series), Taylor Francis, 2011 Completed Research Projects ·OLAPing andMulti-Dimensional Search and Analysis of Text Data (Event Cube: NASA)·Pattern Discovery:Classification, Clustering and Outlier Analysis·Towards On-Line AnalyticalMining of Heterogeneous Information Networks·Endowing BiologicalDatabases with Analytical Power: Indexing, Querying, and Mining of ComplexBiological Structures·Mining Dynamics of DataStreams in Multi-Dimensional Space·KnowledgeDiscovery inCyberphysicalSystems·MoveMine:Mining Knowledge from Massive Moving Object Data·Conflicts to Harmony:Truth Discovery (NSF/IIS)  SelectedPublications (@Han’s website) Publications(@DBLP) GoogleScholar Citations

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