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  Current Research ( Selected Publications )

§   mining and leveraging knowledge hypercubes for complex applications (nsf-iis), §   nsf ai institute for molecular discovery, synthetic strategy, and manufacturing: molecule maker lab institute, §   nsf i-guide: institute for geospatial understanding through an integrative discovery environment, §   darpa/incas: “analytics of information influence: effect characterization”, ·          uiuc cs412: an introduction to data warehousing and data mining (the course is taught by ruby tahboub , arindam benerjee , hanghang tong), ·          uiuc cs512: data mining: principles and algorithms (the course is taught by professor hanghang tong), ·          uiuc cs598jh: text mining with large language models : 12:30-1:45pm wednesday/friday 1035 cif (fall 2024), ·          data mining research group meeting, mondays @ siebel center (for dmg group member only), ·          jiawei han, jian pei, and hanghang tong, data mining: concepts and techniques, 4 th edution , morgan kaufmann , 2023. (1st ed., 2000) ( 2 nd ed., 2006 ) ( 3 rd ed., 2012 ), ·          jiaming shen and jiawei han,   automated taxonomy discovery and exploration , springer , 2022 (series: synthesis lectures on data mining and knowledge discovery), ·          chao zhang and jiawei han,   multidimensional mining of massive text data , morgan & claypool publishers, 2019 (series: synthesis lectures on data mining and knowledge discovery), ·          xiang ren and jiawei han,   mining structures of factual knowledge from text: an effort-light approach , morgan & claypool publishers, 2018 (series: synthesis lectures on data mining and knowledge discovery), ·          jialu liu, jingbo shang and jiawei han,     phrase mining from massive text and its applications , morgan & claypool publishers, 2017 (series: synthesis lectures on data mining and knowledge discovery), ·          chi wang and jiawei han,   m ining latent entity structures , morgan & claypool publishers, 2015 (series: synthesis lectures on data mining and knowledge discovery), ·          yizhou sun and jiawei han,   mining heterogeneous inf o rmation networks: principles and methodologies , morgan & claypool publishers, 2012 (series: synthesis lectures on data mining and knowledge discovery), ·          manish gupta, jing gao, charu aggawal , and jiawei han, outlier detection 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 vipin kumar (eds.), next generation of data mining   (chapman & hall/crc data mining and knowledge discovery series), taylor & francis, 2008., ·          harvey miller and jiawei han (eds.), geographical data mining and knowledge discovery, (2nd ed.), taylor & francis, 2009., ·          philip s. yu, jiawei han, and christos faloutsos (eds), link mining: models, algorithms, and applications , springer, 2010..

·          Ashok N. Srivastava and Jiawei Han , Machine Learning and Knowledge Discovery for Engineering Systems Health Management (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series), Taylor & Francis, 2011

·          David Lo, Siau-Cheng Khoo, Jiawei Han, and Chao Liu (eds.), Mining Software Specifications: Methodologies and Applications   (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series ), Taylor & Francis, 2011

  Completed Research Projects

·          olaping and multi-dimensional search and analysis of text data ( event cube: nasa ), ·          pattern discovery: classification, clustering and outlier analysis, ·          towards on-line analytical mining of heterogeneous information networks, ·          endowing biological databases with analytical power: indexing, querying, and mining of complex biological structures, ·          mining dynamics of data streams in multi-dimensional space, ·          knowledge discovery in   cyberphysical   systems, ·          movemine : mining knowledge from massive moving object data, ·          conflicts to harmony: truth discovery (nsf/iis), ·          information network academic research center :  network science-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 mining structure-rich information networks for scientific research (nsf/iis), ·          taming big networks via embedding (nsf/iis-bigdata), ·          darpa/kairos: “resin: reasoning about event schemas for induction of knowledge ”.