home
2008
- Shenghuo Zhu, Dingding Wang, Kai Yu, Tao Li and
Yihong
Gong. Feature Selection for Gene Expression using
Model-based Entropy. IEEE/ACM Transactions on Computational
Biology and Bioinformatics, to appear as a regular paper, 2008.
- Tao Li, Shenghuo Zhu, and Mitsunori Ogihara.
Text Categorization via Generalized Discriminant
Analysis. Information Processing and Management, 2008. (to
appear as a regular paper)
-
Kai Yu, Shenghuo Zhu, Wei Xu and Yihong
Gong.
Nongreedy Active Learning for Text Categorization using Convex
Transductive Experimental Design . In Proceedings of The 31st
Annual International ACM SIGIR Conference (SIGIR 2008), to appear.
- Dingding Wang, Tao Li, Shenghuo Zhu, and Chris
Ding. Multi-Document Summarization via Sentence-Level Semantic
Analysis and Symmetric Matrix Factorization. In Proceedings of
The 31st Annual International ACM SIGIR Conference (SIGIR 2008),
to appear.
- Ding Zhou, Shenghuo Zhu, Kai Yu, Xiaodan Song,
Belle
L. Tseng, Hongyuan Zha, and C. Lee Giles,
Learning Multiple Graphs for Document Recommendations.
WWW
2008 . (PDF)
- 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.
WWW
2008 .
PDF
2007
- Shenghuo Zhu, Kai Yu and Yihong
Gong,
Predictive Matrix-Variate t Models. In NIPS 2007 .
(PDF).
- Shenghuo Zhu, Kai Yu, Yun Chi and
Yihong
Gong, Combining
Content and Link for Classification using Matrix
Factorization. In Proceedings of Annual ACM Conference
on Research and Development in Information Retrieval
(SIGIR'07) , 2007
(prepared
data,
additional
data)
- 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
- Jinjun
Wang, Wei Xu, Shenghuo Zhu and
Yihong
Gong,
Efficient
video object segmentation by Graph-Cut . In
(ICME'07) , 2007
- Ka Cheung Sia, Shenghuo Zhu, Yun Chi, Koji Hino and
Belle
L. Tseng
Capturing User Interests by Both Exploitation and
Exploration . In User Modeling (UM'07) , 2007
- Ka Cheung Sia, Junghoo Cho, Koji Hino, Yun Chi,
Shenghuo Zhu and Belle
L. Tseng,
Monitoring RSS Feeds Based on User Browsing Pattern . In
International Conference on Weblogs and Social Media (ICWSM'07) ,
2007
- Tao Li, Shenghuo Zhu and Mitsunori Ogihara.
Hierarchical Document Classification Using Automatically Generated
Hierarchy. Journal of Intelligent Information
Systems. Feb 2007
2006
- Chengliang
Zhang, Shenghuo Zhu and Yihong
Gong,
Trend Analysis for Large Document Streams. In
The Fifth International Conference on Machine Learning and
Applications (ICMLA'06), 2006
-
Tao Li, Mitsunori Ogihara and Shenghuo Zhu:
Integrating Features from Different Sources for Music Information
Retrieval. In ICDM 2006: 372-381
-
Tao Li, Chengliang
Zhang and Shenghuo Zhu:
Empirical Studies on Multi-label Classification
. In ICTAI 2006: 86-92
- Xiang Ji, Wei Xu and Shenghuo Zhu,
Document
Clustering with Prior Knowledge. In Proceedings of Annual
ACM Conference on Research and Development in Information Retrieval
(SIGIR'06) , 2006
- Tao Li, Shenghuo Zhu and Mitsunori Ogihara.
Using Discriminant Analysis for Multi-class Classification: An
Experimental Investigation.
Knowledge and Information Systems. 10(4): 453-472 (2006)
2005
- Shenghuo Zhu, Xiang Ji, Wei Xu and
Yihong
Gong,
Multi-lablelled
Classification Using Maximum Entropy Method. In
Proceedings of Annual ACM Conference on Research and Development in
Information Retrieval (SIGIR'05) , 2005
- Weihua Sheng, Qingyan Yang, Shenghuo Zhu and Qizhi
Wang, Efficient Map Synchronization in Multi-robot Exploration of
Unknown Environments, IEEE
International Conference on Intelligent Robots and Systems, 2005,
Alberta, Canada.
- Weihua Sheng, Qizhi Wang, Qingyan Yang and Shenghuo Zhu,
Minimizing
Data Exchange in Ad Hoc Multi-Robot Networks, IEEE International Conference on
Advanced Robotics 2005, Seattle.
- Tao Li and Shenghuo Zhu, On Clustering Binary
Data. In Proceedings of the 2005 SIAM International
Conference On Data Mining (SDM 2005).
- Tao Li and Shenghuo Zhu,
Hierarchical Document
Classification Using Automatically Generated Hierarchy.
In Proceedings of the 2005 SIAM International Conference On
Data Mining (SDM 2005).
2004
- Paat Rusmevichientong, Shenghuo Zhu and David Selinger.
Identifying
Early Buyers from Purchase Data. In ACM SIGKDD 2004 .
2003
- Tao Li, Shenghuo Zhu and Mitsunori Ogihara.
Using Discriminant Analysis for Multi-class Classification
. In Proceedings of the Third IEEE International Conference on
Data Mining
(ICDM 2003).
-
Tao Li, Shenghuo Zhu and Mitsunori Ogihara.
Efficient Multi-way Text Categorization via Generalized Discriminant
Analysis. In Proceedings of Twelfth International Conference on
Information and Knowledge Management (CIKM 2003)
-
Tao Li, Shenghuo Zhu and Mitsunori Ogihara.
Topic
Hierarchy Generation via Linear Discriminant Projection.
In
Proceedings of Annual ACM Conference on Research and Development in
Information Retrieval (SIGIR
2003), Pages 421-422.
- Tao Li, Shenghuo Zhu and Mitsunori Ogihara.
A New Distributed Data Mining Model Based on Similarity. In ACM
SAC Data Mining Track, March 9 to 12, 2003, Melbourne, Florida,
USA.
- Tao Li, Shenghuo Zhu, Qi Li and
Mitsunori Ogihara.
Gene Functional Classification by
Semi-supervised Learning from heterogeneous data. in ACM SAC
Bioinformatics Track, March 9 to 12, 2003, Melbourne, Florida, USA.
- 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 ACM SAC Multimedia and Visualization Track
(MMV), March 9 to 12, 2003, Melbourne, Florida, USA.
- Tao Li, Shenghuo Zhu and Mitsunori Ogihara.
Algorithms for Clustering High Dimensional and Distributed
Data. Intelligent Data Analysis Journal,
7(4),2003.
gzip'ed ps
- Tao Li, Mitsunori Ogihara and
Shenghuo Zhu. Association-Based Similarity Testing and Its
Applications, Intelligent Data Analysis Journal, 7(3),
2003.
gzip'ed ps
- Tao Li, Qi Li, Shenghuo Zhu, and
Mitsunori Ogihara.
A Survey on Wavelet Applications in Data Mining. SIGKDD
EXplorations, January 2003. Volume 4, Issue 2, Pages 49-68.
2002
- Qi Li, Tao Li, Shenghuo Zhu and
Chandra Kambhamettu.
How well can wavelet denoising improve the
accuracy of computing fundamental matrices?, In IEEE Workshop on
Motion and Video Computing, Dec 5-6, 2002, Orlando, FL USA.
- Qi Li, Tao Li, Shenghuo Zhu, and
Chandra Kambhamettu.
Improving Medical/Biological Data
Classification Performance by Wavelet Preprocessing , ICDM,
2002.
- Chen Yu, Dana H. Ballard and
Shenghuo Zhu.
Attentional Object Spotting by Integrating Multimodal Input, IEEE
International Conference on Multimodal Interfaces (ICMI), 2002.
- Shenghuo Zhu, Tao Li, and Mitsunori Ogihara.
CoFD: An algorithm
for non-distance based clustering in high dimensional spaces.
in Data Warehousing and Knowledge Discovery(DaWaK),
Aix-en-Provence, France, 2002.
- Xin Liu, Yihong
Gong, Wei Xu and
Shenghuo Zhu.
Document
Clustering with Cluster Refinement and Model Selection
Capabilities,
SIGIR'02, 2002
- Tao Li, Shenghuo Zhu, Mitsunori Ogihara, and
Yinhe Cheng.
Estimating Joint Probabilities from Marginal Ones,
in Data Warehousing and Knowledge Discovery(DaWaK),
Aix-en-Provence, France, 2002
- Shenghuo Zhu and Tao Li.
A non-distance based
clustering algorithm, in IJCNN'02.
- Tao Li and Shenghuo Zhu. On mining program trace,
presented at IPAM'02. gzip'ed ps
2001
- Tao Li, Shenghuo Zhu and Mitsunori Ogihara. Mining
patterns from case base analysis, in Workshop on Integrating Data
Mining and Knowledge Management,
2001. gzip'ed
ps
and gzip'ed
Powerpoint slides
Technical Reports
- Shenghuo Zhu and Dana H. Ballard.
Overcoming Non-Stationarity in Uncommunicative Learning
, UR-CS-TR762, 2002.
before 2000
- Shenghuo Zhu, Ming Zhou, Xin Liu, Changning Huang,
An efficient stochastic context-free parsing algorithm. Journal of
Software, 1998,9(8):59-87 (in Chinese with English abstract).
-
Xin Liu, Ming Zhou, Shenghuo Zhu, Changning Huang,
Aligning sentences in parallel corpora using self-extracted lexical
information. Chinese Journal of Computers (in Chinese), 1998,
Vol. 21 (Supplement):151-158.
Last update: Tue Jun 3 09:19:03 PDT 2008