Jiawei Han
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Jiawei Han is a person.
- Context:
- He has Erdős Number of 3 (via Rajeev Motwani)
- See: Frequent-Pattern Mining Task, Concept Taxonomy Mining.
References
- Professional Homepage: http://www.cs.uiuc.edu/~hanj
- DBLP Page: http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/h/Han:Jiawei.html
- Google Scholar Author Page: http://scholar.google.com/citations?user=Kv9AbjMAAAAJ
2023
- (Meng et al., 2023) ⇒ Yu Meng, Martin Michalski, Jiaxin Huang, Yu Zhang, Tarek Abdelzaher, and Jiawei Han. (2023). “Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning.” In: Proceedings of the 40th International Conference on Machine Learning. doi:10.48550/arXiv.2211.03044
2022
- (Huang et al., 2022) ⇒ Jiaxin Huang, Shixiang Shane Gu, Le Hou, Yuexin Wu, Xuezhi Wang, Hongkun Yu, and Jiawei Han. (2022). “Large Language Models Can Self-improve.” In: arXiv preprint arXiv:2210.11610.
2016
- (Ren et al., 2016) ⇒ Xiang Ren, Ahmed El-Kishky, Heng Ji, and Jiawei Han. (2016). “Automatic Entity Recognition and Typing in Massive Text Data.” In: Proceedings of the 2016 International Conference on Management of Data. ISBN:978-1-4503-3531-7 doi:10.1145/2882903.2912567
2015
- (Wang & Han, 2015) ⇒ Chi Wang, and Jiawei Han. (2015). “Mining Latent Entity Structures." Morgan & Claypool Publishers. ISBN:9781627056618 doi:10.2200/S00625ED1V01Y201502DMK010
- (Liu et al., 2015) ⇒ Jialu Liu, Jingbo Shang, Chi Wang, Xiang Ren, and Jiawei Han. (2015). “Mining Quality Phrases from Massive Text Corpora.” In: Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data. ISBN:978-1-4503-2758-9 doi:10.1145/2723372.2751523
- (Shen et al., 2015) ⇒ Wei Shen, Jianyong Wang, and Jiawei Han. (2015). “Entity Linking with a Knowledge Base: Issues, Techniques, and Solutions.” IEEE Transactions on Knowledge and Data Engineering 27, no. 2
- (Ma et al., 2015) ⇒ Fenglong Ma, Yaliang Li, Qi Li, Minghui Qiu, Jing Gao, Shi Zhi, Lu Su, Bo Zhao, Heng Ji, and Jiawei Han. (2015). “FaitCrowd: Fine Grained Truth Discovery for Crowdsourced Data Aggregation.” In: Proceedings of the 21st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2015). ISBN:978-1-4503-3664-2 doi:10.1145/2783258.2783314
- (Li et al., 2015) ⇒ Yaliang Li, Qi Li, Jing Gao, Lu Su, Bo Zhao, Wei Fan, and Jiawei Han. (2015). “On the Discovery of Evolving Truth.” In: Proceedings of the 21st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2015). ISBN:978-1-4503-3664-2 doi:10.1145/2783258.2783277
- (Zhi et al., 2015) ⇒ Shi Zhi, Bo Zhao, Wenzhu Tong, Jing Gao, Dian Yu, Heng Ji, and Jiawei Han. (2015). “Modeling Truth Existence in Truth Discovery.” In: Proceedings of the 21st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2015). ISBN:978-1-4503-3664-2 doi:10.1145/2783258.2783339
2013
- (Liu et al., 2013) ⇒ Jialu Liu, Chi Wang, Jing Gao, and Jiawei Han. (2013). “Multi-view Clustering via Joint Nonnegative Matrix Factorization.” In: Proceedings of SDM, vol. 13, pp. 252-260.
2010
- (Li, Ding et al., 2010) ⇒ Zhenhui Li, Bolin Ding, Jiawei Han, Roland Kays, and Peter Nye. (2010). “Mining Periodic Behaviors for Moving Objects.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835942
- (Han, 2010) ⇒ Jiawei Han. (2010). “Mining Heterogeneous Information Networks.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1866286.1866292
- (Wang et al., 2010) ⇒ Chi Wang, Jiawei Han, Yuntao Jia, Jie Tang, Duo Zhang, Yintao Yu, and Jingyi Guo. (2010). “Mining Advisor-advisee Relationships from Research Publication Networks.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835833
- (Liu, Tang et al., 2010) ⇒ Lu Liu, Jie Tang, Jiawei Han, Meng Jiang, and Shiqiang Yang. (2010). “Mining Topic-level Influence in Heterogeneous Networks.” In: Proceedings of the 19th ACM International Conference on Information and knowledge management (CIKM-2010).
- (Li, Zhou et al., 2010) ⇒ Zhenhui Li, Ding Zhou, Yun-Fang Juan, and Jiawei Han. (2010). “Keyword Extraction for Social Snippets.” In: Proceedings of the 19th International Conference on World Wide Web, (WWW-2010).
2009
- (Sun et al., 2009) ⇒ Yizhou Sun, Jiawei Han, Jing Gao, Yintao Yu. (2009). “iTopicModel: Information Network-Integrated Topic Modeling.” In: Proceedings of the Ninth IEEE International Conference on Data Mining (ICDM 2009). doi:10.1109/ICDM.2009.43
- (Lo et al., 2009) ⇒ David Lo, Hong Cheng, Jiawei Han, Siau-Cheng Khoo, and Chengnian Sun. (2009). “Classification of Software Behaviors for Failure Detection: A Discriminative Pattern Mining Approach.” In: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2009). doi:10.1145/1557019.1557083
- (Gao et al., 2009) ⇒ Jing Gao, Wei Fan, Yizhou Sun, and Jiawei Han. (2009). “Heterogeneous Source Consensus Learning via Decision Propagation and Negotiation.” In: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2009). doi:10.1145/1557019.1557061
2008
- (Fan et al., 2008) ⇒ Wei Fan, Kun Zhang, Hong Cheng, Jing Gao, Xifeng Yan, Jiawei Han, Philip Yu, and Olivier Verscheure. (2008). “Direct Mining of Discriminative and Essential Frequent Patterns via Model-based Search Tree.” In: Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2008). doi:10.1145/1401890.1401922
- (Kargupta et al., 2008) ⇒ Hillol Kargupta, Jiawei Han, Philip S. Yu, Rajeev Motwani, and Vipin Kumar, eds. (2008). “Next Generation of Data Mining." CRC Press. ISBN:9781420085860
2007
- (Han et al., 2007) ⇒ Jiawei Han, Hong Cheng, Dong Xin, and Xifeng Yan. (2007). “Frequent Pattern Mining: current status and future directions.” In: Data Mining and Knowledge Discovery, 15(1). doi:10.1007/s10618-006-0059-1
2006
- (Han & Kamber, 2006) ⇒ Jiawei Han, and Micheline Kamber. (2006). “Data Mining: Concepts and Techniques, 2nd ed." Morgan Kaufmann. ISBN:1558609016
- (Gonzalez, 2006) ⇒ Hector Gonzalez, Jiawei Han, and Xiaolei Li. (2006). “Flowcube: Constructing RFID flowcubes for multi-dimensional analysis of commodity flows.” In: Proceedings of the 32nd International Conference on Very large data bases (VLDB 2006).
2005
- (Yan et al., 2005) ⇒ Xifeng Yan, Hong Cheng, Jiawei Han, and Dong Xin. (2005). “Summarizing Itemset Patterns: a profile-based approach.” In: Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery in Data Mining. doi:10.1145/1081870.1081907
2004
- (Han et al., 2004) ⇒ Jiawei Han, Jian Pei, Yiwen Yin, and Runying Mao. (2004). “Mining Frequent Patterns without Candidate Generation: A Frequent-Pattern Tree Approach.” In: Data Mining and Knowledge Discovery, 8(1). doi:10.1023/B:DAMI.0000005258.31418.83
2003
- (Doan et al., 2003) ⇒ AnHai Doan, Ying Lu, Yoonkyong Lee, and Jiawei Han. (2003). “Object Matching for Data Integration: A profile-based approach.” In: IJCAI Workshop on Information Integration on the Web.
- (Dong et al., 2003) ⇒ G. Dong, Jiawei Han, L. V.S. Lakshmanan, Jian Pei, H. Wang, and P. S. Yu. (2003). “Online Mining of Changes from Data Streams: Research problems and preliminary results.” In: Proceedings of the 2003 ACM SIGMOD Workshop on Management and Processing of Data Streams.
- (Aggarwal et al., 2003) ⇒ Charu C. Aggarwal, Jiawei Han, Jianyong Wang, and Philip S. Yu. “A Framework for Clustering Evolving Data Streams." (2003). In: Proceedings of the 29th International Conference on Very large data bases (VLDB 2003).
- (Yu et al., 2003) ⇒ Hwanjo Yu, Jiong Yang, and Jiawei Han. (2003). “Classifying Large Data Sets Using SVMs with Hierarchical Clusters.” In: Proceedings of the ninth ACM SIGKDD International Conference on Knowledge discovery and data mining, pp. 306-315 . ACM,
2002
- (Xifeng & Han, 2002) ⇒ Xifeng Yan, and Jiawei Han. “gspan: Graph-based substructure pattern mining.” In: Proceedings of the IEEE International Conference on Data Mining (ICDM 2002).
2000
- (Han & Kamber, 2000) ⇒ Jiawei Han, and Micheline Kamber. (2000). “Data Mining: Concepts and Techniques, 1st ed." Morgan Kaufmann. ISBN:1558604898
- (Pei et al., 2000) ⇒ Jian Pei, Jiawei Han, and Runying Mao. (2000). “CLOSET: An efficient algorithm for mining frequent closed itemsets.” In: Proceedings of the 2000 ACM SIGMOD Workshop Data Mining and Knowledge Discovery (DMKD 2000).
- Presentation slides: http://www.cs.ualberta.ca/~zaiane/courses/cmput695-02/slides/gradP1-695-02.pdf
- (Han et al., 2000) ⇒ Jiawei Han, Jian Pei, and Yiwen Yin. (2000). “Mining Frequent Patterns Without Candidate Generation.” In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of data. doi:10.1145/335191.335372
1995
- (Han et al., 1995) ⇒ Jiawei Han, Yongjian Fu, Krzysztof Koperski, Gabor Melli, Wei Wang, Osmar R. Zaiane. (1995). “Knowledge Mining in Databases: An Integration of Machine Learning Methodologies with Database Technologies.” In: Canadian AI Magazine, 38.