2009 | |
| [1] |
Yun Chi, Shenghuo Zhu, Koji Hino, Yihong Gong, and Yi Zhang.
iOLAP: A framework for analyzing the internet, social networks, and
other networked data.
IEEE Transactions on Multimedia, 2009.
to appear. [ bib ] |
| [2] |
Yu-Ru Lin, Yun Chi, Shenghuo Zhu, Hari Sundaram, and Belle L. Tseng.
Analyzing communities and their evolutions in dynamic social
networks.
ACM Transactions on Knowledge Discovery from Data, 2009.
to appear. [ bib ] |
| [3] |
Shenghuo Zhu, Kai Yu, and Yihong Gong.
Stochastic relational models for large-scale dyadic data using
MCMC.
In NIPS '08: Advances in Neural Information Processing Systems
21, Cambridge, MA, 2009. MIT Press.
to appear. [ bib | .pdf ] |
2008 | |
| [4] |
Tao Li, Mitsunori Ogihara, Wei Peng, Bo Shao, and Shenghuo Zhu.
Music clustering with features from different information sources.
IEEE Transactions on Multimedia, 2008.
to appear. [ bib ] |
| [5] |
Feng Liu, Jinjun Wang, Shenghuo Zhu, Michael Gleicher, and Yihong Gong.
Visual-quality optimizing super resolution.
Computer Graphics Forum, 2008.
to appear. [ bib ] |
| [6] |
Shenghuo Zhu, Dingding Wang, Tao Li, Kai Yu, and Yihong Gong.
Feature selection for gene expression using model-based entropy.
IEEE/ACM Transactions on Computational Biology and
Bioinformatics, 2008.
preprint. [ bib | http ] |
| [7] |
Feng Liu, Jinjun Wang, Shenghuo Zhu, Michael Gleicher, and Yihong Gong.
Noisy video super-resolution.
In MM '08: Proceedings of the 16th ACM International Conference
on Multimedia, pages 713-716, Vancouver, Canada, 2008. [ bib | .pdf ] |
| [8] |
Yun Chi, Shenghuo Zhu, Yihong Gong, and Yi Zhang.
Probabilistic polyadic factorization and its application to
personalized recommendation.
In CIKM '08: Proceedings of the 17th ACM Conference on
Information and Knowledge Management, pages 941-950, New York, NY, USA,
2008. ACM. [ bib | http ] |
| [9] |
Dingding Wang, Shenghuo Zhu, Yun Chi, and Tao Li.
Integrating clustering and multi-document summarization to improve
document understanding.
In CIKM '08: Proceedings of the 17th ACM Conference on
Information and Knowledge Management, pages 1435-1436, New York, NY, USA,
2008. ACM. [ bib | http ] |
| [10] |
Shenghuo Zhu, Tao Li, Zhiyuan Chen, Dingding Wang, and Yihong Gong.
Dynamic active probing of helpdesk databases.
In VLDB '08: Proceedings of the 34th International Conference on
Very Large Data Bases, pages 748-760. VLDB Endowment, 2008. [ bib | http ] |
| [11] |
Kai Yu, Shenghuo Zhu, Wei Xu, and Yihong Gong.
Non-greedy active learning for text categorization using convex
ansductive experimental design.
In SIGIR '08: Proceedings of the 31st annual international ACM
SIGIR conference on Research and development in information retrieval, pages
635-642, New York, NY, USA, 2008. ACM. [ bib | http ] |
| [12] |
Dingding Wang, Tao Li, Shenghuo Zhu, and Chris Ding.
Multi-document summarization via sentence-level semantic analysis and
symmetric matrix factorization.
In SIGIR '08: Proceedings of the 31st annual international ACM
SIGIR conference on Research and development in information retrieval, pages
307-314, New York, NY, USA, 2008. ACM. [ bib | http ] |
| [13] |
Tao Li, Shenghuo Zhu, and Mitsunori Ogihara.
Text categorization via generalized discriminant analysis.
Information Processing and Management, 44(5):1684-1697, 2008. [ bib | http ] |
| [14] |
Ding Zhou, Shenghuo Zhu, Kai Yu, Xiaodan Song, Belle L. Tseng, Hongyuan Zha,
and C. Lee Giles.
Learning multiple graphs for document recommendations.
In WWW '08: Proceeding of the 17th international conference on
World Wide Web, pages 141-150, New York, NY, USA, 2008. ACM. [ bib | http ] |
| [15] |
Yu-Ru Lin, Yun Chi, Shenghuo Zhu, Hari Sundaram, and Belle L. Tseng.
Facetnet: a framework for analyzing communities and their evolutions
in dynamic networks.
In WWW '08: Proceeding of the 17th international conference on
World Wide Web, pages 685-694, New York, NY, USA, 2008. ACM. [ bib | http ] |
| [16] |
Shenghuo Zhu, Kai Yu, and Yihong Gong.
Predictive matrix-variate t models.
In J.C. Platt, D. Koller, Y. Singer, and S. Roweis, editors,
NIPS '07: Advances in Neural Information Processing Systems 20, pages
1721-1728. MIT Press, Cambridge, MA, 2008. [ bib | .pdf ] |
2007 | |
| [17] |
Jinjun Wang, Wei Xu, Shenghuo Zhu, and Yihong Gong.
Efficient video object segmentation by graph-cut.
In ICME '07: IEEE International Conference on Multimedia and
Expo, pages 496-499, July 2007. [ bib | http ] |
| [18] |
Ka Cheung Sia, Shenghuo Zhu Yun Chi, Koji Hino, and Belle L. Tseng.
Capturing user interests by both exploitation and exploration.
In UM '07: Proceedings of User Modeling, pages 334-339, 2007. [ bib | http ] |
| [19] |
Ka Cheung Sia, Junghoo Cho, Koji Hino, Yun Chi, Shenghuo Zhu, and Belle L.
Tseng.
Monitoring RSS feeds based on user browsing pattern.
In ICWSM '07: International Conference on Weblogs and Social
Media, 2007. [ bib | .pdf ] |
| [20] |
Shenghuo Zhu, Kai Yu, Yun Chi, and Yihong Gong.
Combining content and link for classification using matrix
factorization.
In SIGIR '07: Proceedings of the 30th annual international ACM
SIGIR conference on Research and development in information retrieval, pages
487-494, New York, NY, USA, 2007. ACM Press. [ bib | http ] |
| [21] |
Yun Chi, Shenghuo Zhu, Xiaodan Song, Junichi Tatemura, and Belle L. Tseng.
Structural and temporal analysis of the blogosphere through community
factorization.
In KDD '07: Proceedings of the 13th ACM SIGKDD international
conference on Knowledge discovery and data mining, pages 163-172, New York,
NY, USA, 2007. ACM. [ bib | http ] |
| [22] |
Tao Li, Shenghuo Zhu, and Mitsunori Ogihara.
Hierarchical document classification using automatically generated
hierarchy.
J. Intell. Inf. Syst., 29(2):211-230, 2007. [ bib | http ] |
2006 | |
| [23] |
Chengliang Zhang, Shenghuo Zhu, and Yihong Gong.
Trend analysis for large document streams.
In ICMLA '06: Proceedings of the 5th International Conference on
Machine Learning and Applications, pages 285-295, Washington, DC, USA,
2006. IEEE Computer Society. [ bib | http ] |
| [24] |
Xiang Ji, Wei Xu, and Shenghuo Zhu.
Document clustering with prior knowledge.
In SIGIR '06: Proceedings of the 29th annual international ACM
SIGIR conference on Research and development in information retrieval, pages
405-412, New York, NY, USA, 2006. ACM. [ bib | http ] |
| [25] |
Tao Li, Shenghuo Zhu, and Mitsunori Ogihara.
Using discriminant analysis for multi-class classification: an
experimental investigation.
Knowl. Inf. Syst., 10(4):453-472, 2006. [ bib | http ] |
| [26] |
Tao Li, Chengliang Zhang, and Shenghuo Zhu.
Empirical studies on multi-label classification.
In ICTAI '06: Proceedings of the 18th IEEE International
Conference on Tools with Artificial Intelligence, pages 86-92, Washington,
DC, USA, 2006. IEEE Computer Society. [ bib | http ] |
| [27] |
Tao Li, Mitsunori Ogihara, and Shenghuo Zhu.
Integrating features from different sources for music information
retrieval.
In ICDM '06: Sixth International Conference on Data Mining,
pages 372-381, Dec. 2006. [ bib | http ] |
2005 | |
| [28] |
Weihua Sheng, Qizhi Wang, Qingyan Yang, and Shenghuo Zhu.
Minimizing data exchange in ad hoc multi-robot networks.
In ICAR '05: Proceedings 12th International Conference on
Advanced Robotics, pages 811-816, July 2005. [ bib | http ] |
| [29] |
Tao Li and Shenghuo Zhu.
On clustering binary data.
In SDM'05: Proceedings of the 2005 SIAM International Conference
On Data Mining, pages 526-530, 2005. [ bib | .pdf ] |
| [30] |
Tao Li and Shenghuo Zhu.
Hierarchical document classification using automatically generated
hierarchy.
In SDM'05: Proceedings of the 2005 SIAM International Conference
On Data Mining, pages 521-525, 2005. [ bib | .pdf ] |
| [31] |
Shenghuo Zhu, Xiang Ji, Wei Xu, and Yihong Gong.
Multi-labelled classification using maximum entropy method.
In SIGIR '05: Proceedings of the 28th annual international ACM
SIGIR conference on Research and development in information retrieval, pages
274-281, New York, NY, USA, 2005. ACM. [ bib | http ] |
| [32] |
Weihua Sheng, Qingyan Yang, Shenghuo Zhu, and Qizhi Wang.
Efficient map synchronization in ad hoc mobile robot networks for
environment exploration.
In IROS '05: IEEE/RSJ International Conference on Intelligent
Robots and Systems, pages 2297-2302, Aug. 2005. [ bib | http ] |
2004 | |
| [33] |
Paat Rusmevichientong, Shenghuo Zhu, and David Selinger.
Identifying early buyers from purchase data.
In KDD '04: Proceedings of the tenth ACM SIGKDD international
conference on Knowledge discovery and data mining, pages 671-677, New York,
NY, USA, 2004. ACM. [ bib | http ] |
2003 | |
| [34] |
Tao Li, Shenghuo Zhu, and Mitsunori Ogihara.
Using discriminant analysis for multi-class classification.
In ICDM '03: Third IEEE International Conference on Data
Mining, pages 589-592, Nov. 2003. [ bib | http ] |
| [35] |
Tao Li, Shenghuo Zhu, and Mitsunori Ogihara.
Algorithms for clustering high dimensional and distributed data.
Intell. Data Anal., 7(4):305-326, 2003. [ bib | http ] |
| [36] |
Tao Li, Mitsunori Ogihara, and Shenghuo Zhu.
Association-based similarity testing and its applications.
Intell. Data Anal., 7(3):209-232, 2003. [ bib | http ] |
| [37] |
Tao Li, Shenghuo Zhu, and Mitsunori Ogihara.
Topic hierarchy generation via linear discriminant projection.
In SIGIR '03: Proceedings of the 26th annual international ACM
SIGIR conference on Research and development in informaion retrieval, pages
421-422, New York, NY, USA, 2003. ACM. [ bib | http ] |
| [38] |
Tao Li, Shenghuo Zhu, Qi Li, and Mitsunori Ogihara.
Gene functional classification by semi-supervised learning from
heterogeneous data.
In SAC '03: Proceedings of the 2003 ACM symposium on Applied
computing, pages 78-82, New York, NY, USA, 2003. ACM. [ bib | http ] |
| [39] |
Tao Li, Shenghuo Zhu, and Mitsunori Ogihara.
A new distributed data mining model based on similarity.
In SAC '03: Proceedings of the 2003 ACM symposium on Applied
computing, pages 432-436, New York, NY, USA, 2003. ACM. [ bib | http ] |
| [40] |
Qi Li, Chris Brown, Chandra Kambhamettu, Tao Li, and Shenghuo Zhu.
A framework of individually-focused teleconferencing (IFT) via an
efficient 3d reprojection technique.
In SAC '03: Proceedings of the 2003 ACM symposium on Applied
computing, pages 951-955, New York, NY, USA, 2003. ACM. [ bib | http ] |
| [41] |
Tao Li, Shenghuo Zhu, and Mitsunori Ogihara.
Efficient multi-way text categorization via generalized discriminant
analysis.
In CIKM '03: Proceedings of the twelfth international conference
on Information and knowledge management, pages 317-324, New York, NY, USA,
2003. ACM. [ bib | http ] |
2002 | |
| [42] |
Tao Li, Shenghuo Zhu, Mitsunori Ogihara, and Yinhe Cheng.
Estimating joint probabilities from marginal ones.
In Y. Kambayashi, W. Winiwarter, and M. Arikawa, editors, DaWaK:
Proceedings of the 4th International Conference on Data Warehousing and
Knowledge Discovery, volume 2454 of LNCS, pages 31-41, London, UK,
2002. Springer-Verlag. [ bib | http ] |
| [43] |
Shenghuo Zhu, Tao Li, and Mitsunori Ogihara.
CoFD: An algorithm for non-distance based clustering in high
dimensional spaces.
In Y. Kambayashi, W. Winiwarter, and M. Arikawa, editors, DaWaK:
Proceedings of the 4th International Conference on Data Warehousing and
Knowledge Discovery, volume 2454 of LNCS, pages 52-62, London, UK,
2002. Springer-Verlag. [ bib | http ] |
| [44] |
Shenghuo Zhu and Dana H. Ballard.
Overcoming non-stationary in uncommunicative learning.
TR 762, University of Rochester, Computer Science Department, 2002. [ bib | .ps.gz ] |
| [45] |
Shenghuo Zhu and Tao Li.
A non-distance based clustering algorithm.
In IJCNN '02: Proceedings of the 2002 International Joint
Conference on Neural Networks, volume 3, pages 2357-2362, 2002. [ bib | http ] |
| [46] |
Chen Yu, Dana H. Ballard, and Shenghuo Zhu.
Attentional object spotting by integrating multimodal input.
In Proceedings. Fourth IEEE International Conference on
Multimodal Interfaces, pages 287-292, 2002. [ bib | http ] |
| [47] |
Qi Li, Tao Li, Shenghuo Zhu, and Chandra Kambhamettu.
How well can wavelet denoising improve the accuracy of computing
fundamental matrices?
In Proceedings. Workshop on Motion and Video Computing, pages
247-252, Dec. 2002. [ bib | http ] |
| [48] |
Qi Li, Tao Li, Shenghuo Zhu, and Chandra Kambhamettu.
Improving medical/biological data classification performance by
wavelet preprocessing.
In ICDM '02: Proceedings IEEE International Conference on Data
Mining, pages 657-660, 2002. [ bib | http ] |
| [49] |
Xin Liu, Yihong Gong, Wei Xu, and Shenghuo Zhu.
Document clustering with cluster refinement and model selection
capabilities.
In SIGIR '02: Proceedings of the 25th annual international ACM
SIGIR conference on Research and development in information retrieval, pages
191-198, New York, NY, USA, 2002. ACM. [ bib | http ] |
| [50] |
Tao Li, Qi Li, Shenghuo Zhu, and Mitsunori Ogihara.
A survey on wavelet applications in data mining.
SIGKDD Explor. Newsl., 4(2):49-68, 2002. [ bib | http ] |
2001 | |
| [51] |
Tao Li, Shenghuo Zhu, and Mitsunori Ogihara.
Mining patterns from case base analysis.
In Workshop on Integrating Data Mining and Knowledge
Management, San Jose, CA, 2001. [ bib | .ps ] |
1998 | |
| [52] |
Xin Liu, Ming Zhou, Shenghuo Zhu, and Changning Huang.
Aligning sentences in parallel corpora using self-extracted lexical
information.
Chinese Journal of Computers, S1:151-158, 1998.
in Chinese. [ bib | http ] |
| [53] |
Shenghuo Zhu, Ming Zhou, Xin Liu, and Changning Huang.
An efficient stochastic context-free parsing algorithm.
Journal of Software, 9(8):592-597, 1998.
in Chinese. [ bib | http ] |