@article{ning10inc,
author = {Huazhong Ning and Wei Xu and Yun Chi and Yihong Gong and Thomas S. Huang},
title = {Incremental spectral clustering by efficiently updating the eigen-system},
journal = {Pattern Recognition},
volume = {43},
number = {1},
year = {2010},
pages = {113-127},
url = {http://www.nec-labs.com/~ychi/publication/10pr_inc.pdf}
}
@article{chi09evolutionary,
author = {Yun Chi and Xiaodan Song and Dengyong Zhou and Koji Hino and Belle L. Tseng},
title = {On evolutionary spectral clustering},
journal = {ACM Trans. Knowl. Discov. Data},
volume = {3},
number = {4},
year = {2009},
issn = {1556-4681},
pages = {1--30},
url = {http://www.nec-labs.com/~ychi/publication/09tkdd_evolutionary.pdf},
publisher = {ACM},
address = {New York, NY, USA}
}
@incollection{yu09streams,
author = {Philip S. Yu and
Yun Chi},
title = {Association Rule Mining on Streams},
booktitle = {Encyclopedia of Database Systems},
year = {2009},
pages = {136-139},
ee = {http://dx.doi.org/10.1007/978-0-387-39940-9_25},
publisher = {Springer US},
isbn = {978-0-387-35544-3, 978-0-387-39940-9},
url = {http://www.nec-labs.com/~ychi/publication/09eds_stream.pdf}
}
@inproceedings{guo09bpt,
title = {Knowledge Discovery from Citation Networks},
author = {Zhen Guo and Zhongfei Zhang and Shenghuo Zhu and Yun Chi and Yihong Gong},
booktitle = {ICDM '09: Proceedings of the Ninth IEEE International Conference on Data Mining},
pages = {800-805},
issn = {1550-4786},
isbn = {978-1-4244-5242-2},
location = {Miami Beach, FL, USA},
year = {2009},
url = {http://www.nec-labs.com/~ychi/publication/09icdm_bpt.pdf}
}
@inproceedings{tyler09ordering,
author = {Sarah K. Tyler and Shenghuo Zhu and Yun Chi and Yi Zhang},
title = {Ordering innovators and laggards for product categorization and recommendation},
pages = {29-36},
booktitle = {Proceedings of the 2009 ACM Conference on Recommender Systems},
location = {New York, NY, USA},
publisher = {ACM},
url = {http://www.nec-labs.com/~ychi/publication/09recsys_ordering.pdf},
year = {2009},
isbn = {978-1-60558-435-5}
}
@inproceedings{guo09ct,
author = {Zhen Guo and Shenghuo Zhu and Yun Chi and Zhongfei Zhang and Yihong Gong},
title = {A latent topic model for linked documents},
pages = {720-721},
booktitle = {Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval},
location = {Boston, MA, USA},
publisher = {ACM},
year = {2009},
url = {http://www.nec-labs.com/~ychi/publication/09sigir_ct.pdf},
isbn = {978-1-60558-483-6}
}
@inproceedings{yang09discriminative,
author = {Tianbao Yang and Rong Jin and Yun Chi and Shenghuo Zhu},
title = {Combining link and content for community detection: a discriminative approach},
pages = {927-936},
booktitle = {Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
location = {Paris, France},
publisher = {ACM},
year = {2009},
url = {http://www.nec-labs.com/~ychi/publication/09kdd_discriminative.pdf},
isbn = {978-1-60558-495-9}
}
@inproceedings{yang09bayes,
author = {Tianbao Yang and Rong Jin and Yun Chi and Shenghuo Zhu},
title = {A {Bayesian} Framework for Community Detection Integrating Content and Link},
booktitle = {UAI '09: Proceedings of the 25th Conference on Uncertainty in Artificial Intelligence},
url = {http://www.nec-labs.com/~ychi/publication/09uai_bayesian.pdf},
location = {Montreal, Canada},
year = {2009}
}
@inproceedings{yang09bayesian,
author = {Yang,, Tianbao and Chi,, Yun and Zhu,, Shenghuo and Gong,, Yihong and Jin,, Rong},
title = {A Bayesian approach toward finding communities and their evolutions in dynamic social networks},
booktitle = {SDM'09: Proceedings of the 9th SIAM International Conference on Data Mining},
year = {2009},
url = {http://www.nec-labs.com/~ychi/publication/09sdm_bayesian.pdf},
location = {Sparks, NV, USA},
publisher = {SIAM},
isbn = {978-0-898716-82-5},
address = {Philadelphia, PA, USA}
}
@article{chi09iolap,
title = {{iOLAP}: A Framework for Analyzing the Internet, Social Networks, and Other Networked Data},
author = {Chi, Yun and Zhu, Shenghuo and Hino, Koji and Gong, Yihong and Zhang, Yi},
journal = {Multimedia, IEEE Transactions on},
year = {2009},
month = {April},
volume = {11},
number = {3},
pages = {372-382},
url = {http://www.nec-labs.com/~ychi/publication/09tmm_iolap.pdf},
publisher = {IEEE Computer Society},
address = {Washington, DC, USA}
}
@article{lin09facetnet,
author = {Lin, Yu-Ru and Chi, Yun and Zhu, Shenghuo and Sundaram, Hari and Tseng, Belle L.},
title = {Analyzing communities and their evolutions in dynamic social networks},
journal = {ACM Trans. Knowl. Discov. Data},
volume = {3},
number = {2},
year = {2009},
issn = {1556-4681},
pages = {1--31},
url = {http://www.nec-labs.com/~ychi/publication/09tkdd_facetnet.pdf},
publisher = {ACM},
address = {New York, NY, USA}
}
@inproceedings{chi08ntf,
author = {Chi,, Yun and Zhu,, Shenghuo and Gong,, Yihong and Zhang,, Yi},
title = {Probabilistic polyadic factorization and its application to personalized recommendation},
booktitle = {CIKM '08: Proceeding of the 17th ACM conference on Information and knowledge management},
year = {2008},
isbn = {978-1-59593-991-3},
pages = {941--950},
location = {Napa Valley, California, USA},
url = {http://www.nec-labs.com/~ychi/publication/08cikm_ntf.pdf},
publisher = {ACM},
address = {New York, NY, USA}
}
@inproceedings{lin08facetnet,
author = {Lin,, Yu-Ru and Chi,, Yun and Zhu,, Shenghuo and Sundaram,, Hari and Tseng,, Belle L.},
title = {Facetnet: a framework for analyzing communities and their evolutions in dynamic networks},
booktitle = {WWW '08: Proceeding of the 17th international conference on World Wide Web},
year = {2008},
isbn = {978-1-60558-085-2},
pages = {685--694},
location = {Beijing, China},
url = {http://www.nec-labs.com/~ychi/publication/08www_facetnet.pdf},
publisher = {ACM},
address = {New York, NY, USA}
}
@article{lin08splog,
author = {Lin,, Yu-Ru and Sundaram,, Hari and Chi,, Yun and Tatemura,, Junichi and Tseng,, Belle L.},
title = {Detecting splogs via temporal dynamics using self-similarity analysis},
journal = {ACM Trans. Web},
volume = {2},
number = {1},
year = {2008},
issn = {1559-1131},
pages = {1--35},
url = {http://www.nec-labs.com/~ychi/publication/08tweb_splog.pdf},
publisher = {ACM},
address = {New York, NY, USA}
}
@inproceedings{sia08aggregate,
author = {Sia,, Ka Cheung and Cho,, Junghoo and Chi,, Yun and Tseng,, Belle L.},
title = {Efficient computation of personal aggregate queries on blogs},
booktitle = {KDD '08: Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining},
year = {2008},
isbn = {978-1-60558-193-4},
pages = {632--640},
location = {Las Vegas, Nevada, USA},
url = {http://www.nec-labs.com/~ychi/publication/08kdd_aggregate.pdf},
publisher = {ACM},
address = {New York, NY, USA}
}
@inproceedings{wang08base,
author = {Wang,, Dingding and Zhu,, Shenghuo and Li,, Tao and Chi,, Yun and Gong,, Yihong},
title = {Integrating clustering and multi-document summarization to improve document understanding},
booktitle = {CIKM '08: Proceeding of the 17th ACM conference on Information and knowledge management},
year = {2008},
isbn = {978-1-59593-991-3},
pages = {1435--1436},
location = {Napa Valley, California, USA},
url = {http://www.nec-labs.com/~ychi/publication/08cikm_base.pdf},
publisher = {ACM},
address = {New York, NY, USA}
}
@inproceedings{chi07evolutionary,
author = {Chi,, Yun and Song,, Xiaodan and Zhou,, Dengyong and Hino,, Koji and Tseng,, Belle L.},
title = {Evolutionary spectral clustering by incorporating temporal smoothness},
booktitle = {KDD '07: Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining},
year = {2007},
isbn = {978-1-59593-609-7},
pages = {153--162},
location = {San Jose, California, USA},
url = {http://www.nec-labs.com/~ychi/publication/07kdd_evolutionary.pdf},
publisher = {ACM},
address = {New York, NY, USA}
}
@inproceedings{chi07community,
author = {Chi,, Yun and Zhu,, Shenghuo and Song,, Xiaodan and Tatemura,, Junichi and Tseng,, Belle L.},
title = {Structural and temporal analysis of the blogosphere through community factorization},
booktitle = {KDD '07: Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining},
year = {2007},
isbn = {978-1-59593-609-7},
pages = {163--172},
location = {San Jose, California, USA},
url = {http://www.nec-labs.com/~ychi/publication/07kdd_community.pdf},
publisher = {ACM},
address = {New York, NY, USA}
}
@inproceedings{lin07evolution,
author = {Lin,, Yu-Ru and Sundaram,, Hari and Chi,, Yun and Tatemura,, Junichi and Tseng,, Belle L.},
title = {Blog Community Discovery and Evolution Based on Mutual Awareness Expansion},
booktitle = {WI '07: Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence},
year = {2007},
isbn = {0-7695-3026-5},
pages = {48--56},
url = {http://www.nec-labs.com/~ychi/publication/07wi_evolution.pdf},
publisher = {IEEE Computer Society},
address = {Washington, DC, USA}
}
@inproceedings{lin07splog,
author = {Lin,, Yu-Ru and Sundaram,, Hari and Chi,, Yun and Tatemura,, Junichi and Tseng,, Belle L.},
title = {Splog detection using self-similarity analysis on blog temporal dynamics},
booktitle = {AIRWeb '07: Proceedings of the 3rd international workshop on Adversarial information retrieval on the web},
year = {2007},
isbn = {978-1-59593-732-2},
pages = {1--8},
location = {Banff, Alberta, Canada},
url = {http://www.nec-labs.com/~ychi/publication/07icme_splog.pdf},
publisher = {ACM},
address = {New York, NY, USA}
}
@inproceedings{ning07incremental,
author = {Ning,, Huazhong and Xu,, Wei and Chi,, Yun and Gong,, Yihong and Huang,, Thomas S.},
title = {Incremental Spectral Clustering With Application to Monitoring of Evolving Blog Communities},
booktitle = {SDM'07: Proceedings of the 7th SIAM International Conference on Data Mining},
year = {2007},
url = {http://www.nec-labs.com/~ychi/publication/07sdm_incremental.pdf},
location = {Newport Beach, CA, USA},
publisher = {SIAM},
address = {Minneapolis, Minnesota, USA}
}
@inproceedings{sia07rss,
author = {Sia,, Ka Cheung and Cho,, Junghoo and Hino,, Koji and Chi,, Yun and Zhu,, Shenghuo and Tseng,, Belle L.},
title = {Efficient computation of personal aggregate queries on blogs},
booktitle = {ICWSM'07: International Conference on Weblogs and Social Media},
year = {2007},
location = {Boulder, Colorado, USA},
url = {http://www.nec-labs.com/~ychi/publication/07icwsm_rss.pdf}
}
@inproceedings{sia07ee,
author = {Sia,, Ka Cheung and Zhu,, Shenghuo and Chi,, Yun and Hino,, Koji and Tseng,, Belle L.},
title = {Capturing User Interests by Both Exploitation and Exploration},
booktitle = {UM '07: Proceedings of the 11th international conference on User Modeling},
year = {2007},
isbn = {978-3-540-73077-4},
pages = {334--339},
location = {Corfu, Greece},
url = {http://www.nec-labs.com/~ychi/publication/07um_ee.pdf},
publisher = {Springer-Verlag},
address = {Berlin, Heidelberg}
}
@inproceedings{song07influencerank,
author = {Song,, Xiaodan and Chi,, Yun and Hino,, Koji and Tseng,, Belle},
title = {Identifying opinion leaders in the blogosphere},
booktitle = {CIKM '07: Proceedings of the sixteenth ACM conference on Conference on information and knowledge management},
year = {2007},
isbn = {978-1-59593-803-9},
pages = {971--974},
location = {Lisbon, Portugal},
url = {http://www.nec-labs.com/~ychi/publication/07cikm_influencerank.pdf},
publisher = {ACM},
address = {New York, NY, USA}
}
@inproceedings{song07flow,
author = {Song,, Xiaodan and Chi,, Yun and Hino,, Koji and Tseng,, Belle L.},
title = {Information flow modeling based on diffusion rate for prediction and ranking},
booktitle = {WWW '07: Proceedings of the 16th international conference on World Wide Web},
year = {2007},
isbn = {978-1-59593-654-7},
pages = {191--200},
location = {Banff, Alberta, Canada},
url = {http://www.nec-labs.com/~ychi/publication/07www_flow.pdf},
publisher = {ACM},
address = {New York, NY, USA}
}
@inproceedings{zhu07linkcontent,
author = {Zhu,, Shenghuo and Yu,, Kai and Chi,, Yun and Gong,, Yihong},
title = {Combining content and link for classification using matrix factorization},
booktitle = {SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval},
year = {2007},
isbn = {978-1-59593-597-7},
pages = {487--494},
location = {Amsterdam, The Netherlands},
url = {http://www.nec-labs.com/~ychi/publication/07sigir_linkcontent.pdf},
publisher = {ACM},
address = {New York, NY, USA}
}
@inproceedings{chi06eigentrend,
author = {Chi,, Yun and Tseng,, Belle L. and Tatemura,, Junichi},
title = {Eigen-trend: trend analysis in the blogosphere based on singular value decompositions},
booktitle = {CIKM '06: Proceedings of the 15th ACM international conference on Information and knowledge management},
year = {2006},
isbn = {1-59593-433-2},
pages = {68--77},
location = {Arlington, Virginia, USA},
url = {http://www.nec-labs.com/~ychi/publication/06cikm_eigentrend.pdf},
publisher = {ACM},
address = {New York, NY, USA}
}
@article{chi06moment,
author = {Chi,, Yun and Wang,, Haixun and Yu,, Philip S. and Muntz,, Richard R.},
title = {Catch the moment: maintaining closed frequent itemsets over a data stream sliding window},
journal = {Knowl. Inf. Syst.},
volume = {10},
number = {3},
year = {2006},
issn = {0219-1377},
pages = {265--294},
url = {http://www.nec-labs.com/~ychi/publication/06kais_moment.pdf},
publisher = {Springer-Verlag New York, Inc.},
address = {New York, NY, USA}
}
@phdthesis{chi05thesis,
author = {Chi,, Yun},
note = {Adviser-Muntz,, Richard R.},
title = {Mining databases of labeled trees using canonical forms},
year = {2005},
isbn = {978-0-542-70309-6},
order_no = {AAI3218655},
url = {http://www.nec-labs.com/~ychi/publication/05thesis_yunchi.pdf},
school = {University of California at Los Angeles},
address = {Los Angeles, CA, USA}
}
@article{chi05treereview,
author = {Chi,, Yun and Muntz,, Richard R. and Nijssen,, Siegfried and Kok,, Joost N.},
title = {Frequent Subtree Mining - An Overview},
journal = {Fundam. Inf.},
volume = {66},
number = {1-2},
year = {2005},
issn = {0169-2968},
pages = {161--198},
url = {http://www.nec-labs.com/~ychi/publication/05fi_treereview.pdf},
publisher = {IOS Press},
address = {Amsterdam, The Netherlands, The Netherlands}
}
@inproceedings{chi05loadstar2,
author = {Chi,, Yun and Wang,, Haixun and Yu,, Philip S.},
title = {Loadstar: load shedding in data stream mining},
booktitle = {VLDB '05: Proceedings of the 31st international conference on Very large data bases},
year = {2005},
isbn = {1-59593-154-6},
pages = {1302--1305},
url = {http://www.nec-labs.com/~ychi/publication/05vldb_loadstar.pdf},
location = {Trondheim, Norwa},
publisher = {VLDB Endowment}
}
@article{chi05cmtree,
author = {Chi,, Yun and Xia,, Yi and Yang,, Yirong and Muntz,, Richard R.},
title = {Mining Closed and Maximal Frequent Subtrees from Databases of Labeled Rooted Trees},
journal = {IEEE Trans. Knowl. Data Eng.},
volume = {17},
number = {2},
year = {2005},
pages = {190--202},
url = {http://www.nec-labs.com/~ychi/publication/05tkde_cmtree.pdf},
publisher = {IEEE Computer Society},
address = {Washington, DC, USA}
}
@article{chi05canonical,
author = {Chi,, Yun and Yang,, Yirong and Muntz,, Richard R.},
title = {Canonical forms for labelled trees and their applications in frequent subtree mining},
journal = {Knowl. Inf. Syst.},
volume = {8},
number = {2},
year = {2005},
issn = {0219-1377},
pages = {203--234},
url = {http://www.nec-labs.com/~ychi/publication/05kais_canonical.pdf},
publisher = {Springer-Verlag New York, Inc.},
address = {New York, NY, USA}
}
@inproceedings{chi05loadstar,
author = {Chi,, Yun and Yu,, Philip S. and Wang,, Haixun and Muntz,, Richard R.},
title = {Loadstar: A Load Shedding Scheme for Classifying Data Streams},
booktitle = {SDM'05: Proceedings of the 15th SIAM International Conference on Data Mining},
year = {2005},
isbn = {0-89871-593-8},
pages = {346--357},
url = {http://www.nec-labs.com/~ychi/publication/05sdm_loadstar.pdf},
location = {Newport Beach, CA, USA},
publisher = {SIAM}
}
@inproceedings{chi04moment,
author = {Chi,, Yun and Wang,, Haixun and Yu,, Philip S. and Muntz,, Richard R.},
title = {Moment: Maintaining Closed Frequent Itemsets over a Stream Sliding Window},
booktitle = {ICDM '04: Proceedings of the Fourth IEEE International Conference on Data Mining},
year = {2004},
isbn = {0-7695-2142-8},
pages = {59--66},
url = {http://www.nec-labs.com/~ychi/publication/04icdm_moment.pdf},
publisher = {IEEE Computer Society},
address = {Washington, DC, USA}
}
@inproceedings{chi04hybridtreeminer,
author = {Chi,, Yun and Yang,, Yirong and Muntz,, Richard R.},
title = {HybridTreeMiner: An Efficient Algorithm for Mining Frequent Rooted Trees and Free Trees Using Canonical Form},
booktitle = {SSDBM'04: Proceedings of the 16th International Conference on and Statistical Database Management},
year = {2004},
isbn = {0-7695-2146-0},
pages = {11-20},
url = {http://www.nec-labs.com/~ychi/publication/04ssdbm_hybridtreeminer.pdf},
publisher = {IEEE Computer Society},
address = {Santorini Island, Greece}
}
@inproceedings{chi04cmtreeminer,
author = {Chi,, Yun and Yang,, Yirong and Xia,, Yi and Muntz,, Richard R.},
title = {CMTreeMiner: Mining Both Closed and Maximal Frequent Subtrees},
booktitle = {PAKDD'04: Proceedings of the 8th Pacific-Asia in Knowledge Discovery and Data Mining},
year = {2004},
isbn = {3-540-22064-X},
pages = {63-73},
url = {http://www.nec-labs.com/~ychi/publication/04pakdd_cmtreeminer.pdf},
publisher = {Springer},
address = {Sydney, Australia}
}
@inproceedings{xia04nonuniform,
author = {Xia,, Yi and Yang,, Yirong and Chi,, Yun},
title = {Mining association rules with non-uniform privacy concerns},
booktitle = {DMKD '04: Proceedings of the 9th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery},
year = {2004},
isbn = {1-58113-908-X},
pages = {27--34},
location = {Paris, France},
url = {http://www.nec-labs.com/~ychi/publication/04dmkd_nonuniform.pdf},
publisher = {ACM},
address = {New York, NY, USA}
}
@inproceedings{chi03freetreeminer,
author = {Chi,, Yun and Yang,, Yirong and Muntz,, Richard R.},
title = {Indexing and Mining Free Trees},
booktitle = {ICDM '03: Proceedings of the Third IEEE International Conference on Data Mining},
year = {2003},
isbn = {0-7695-1978-4},
pages = {509},
url = {http://www.nec-labs.com/~ychi/publication/03icdm_freetreeminer.pdf},
publisher = {IEEE Computer Society},
address = {Washington, DC, USA}
}
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