Ding Zhou : Publications

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Ph.D. Thesis

Mining Social Documents and Networks , Ph.D. The Pennsylvania State University



Publications

Chi Wang, Rajat Raina, David Fong, Ding Zhou, Jiawei Han, Greg Badros, Learning Relevance in a Heterogeneous Social Network and Its Application in Online Targeting, In SIGIR'11; The 34th Annual ACM SIGIR Conference on Information Retrieval, Beijing, China (SIGIR 2011), 2011.

Zhenhui Li, Ding Zhou, Yun-Fang Juan, Jiawei Han, Keyword extraction for social snippets, In proceedings of the 19th International World Wide Web Conference (WWW 2010), 2010.

Levent Bolelli, Seyda Ertekin, Ding Zhou, C. Lee Giles, Finding Topic Trends in Digital Libraries, In proceedings of the Joint Conference on Digital Libraries (JCDL 2009), Austin, Texas, 2009.

Jiang Bian, Yandong Liu, Ding Zhou, Eugene Agichtein and Hongyuan Zha, Learning to Recognize Reliable Users and Content in Social Media with Coupled Mutual Reinforcement, In proceedings of the 18th International World Wide Web Conference (WWW 2009), Madrid, Spain, 2009.

Ding Zhou, Shenghuo Zhu, Kai Yu, Xiaodan Song, Belle. L. Tseng, Hongyuan Zha, C. Lee Giles, Learning Multiple Graphs for Document Recommendations , In proceedings of the 17th International World Wide Web Conference (WWW 2008), Beijing, China, 2008.

Ding Zhou, Shuyi Zheng, Jiang Bian, Hongyuan Zha, C. Lee Giles, Exploring Social Annotations for Information Retrieval , In proceedings of the 17th International World Wide Web Conference (WWW 2008), Beijing, China, 2008.

Ding Zhou, Isaac Councill, Hongyuan Zha, C. Lee Giles, Discovering Temporal Communities from Social Network Documents ,7th IEEE International Conference on Data Mining (ICDM 2007), Omaha, Nebraska, USA, 2007. (short version)

Ding Zhou, Sergey Orshanskiy, Hongyuan Zha, C. Lee Giles, Co-Ranking Authors and Documents in a Heterogeneous Network ,7th IEEE International Conference on Data Mining (ICDM 2007), Omaha, Nebraska, USA, 2007. (short version)

Ding Zhou, Huajing Li, Jia Li, Wang-chien Lee, Hongyuan Zha, C. Lee Giles, Learning to Rank Social Network Actors, 7th IEEE International Conference on Data Mining, Workshops, (ICDM 2007), Omaha, Nebraska, USA, 2007.

Shuyi Zheng, Ding Zhou, Jia Li, and C. Lee Giles, Extracting author meta-data from web ,7th IEEE International Conference on Data Mining (ICDM 2007), Workshop, Omaha, Nebraska, USA, 2007.

Levent Bolelli, Seyda Ertekin, Ding Zhou, C. Lee Giles, K-SVMeans: A Hybrid Clustering Algorithm for Multi-Type Interrelated Datasets ,2007 ACM/IEEE International Conference on Web Intelligence (WI 2007), San Jose, CA, USA, 2007.

Yang Song, Jian Huang, Ding Zhou, Hongyuan Zha, C. Lee Giles, IKNN: Informative K-Nearest Neighbor Pattern Classification ,11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2007), Warsaw, Poland, 2007.

Levent Bolelli, Seyda Ertekin, Ding Zhou, C. Lee Giles, A Clustering Method for Web Data with Multi-Type Interrelated Components, International World Wide Web Conference (WWW 2007) (Poster), Banff, Canada, 2007.

Ding Zhou, Levent Bolelli, Jia Li, Lee Giles, Hongyuan Zha, Learning User Clicks in Web Search , In proceedings of the 20th International Joint Conference on Artificial Intelligence, Hyderabad, India, 2007 (IJCAI 2007).

Isaac Councill, Huajing Li, Levent Bolelli, Yang Song, Ziming Zhuang, Jian Huang, Yang Sun, Ding Zhou, Wang-Chien Lee, Anand Sivasubramaniam, and C. Lee Giles, CiteSeerX: Next-Gen CiteSeer, The 2nd International Conference on Open Repositories, San Antonio, Texas, 2007.

Yang Song, Ding Zhou, Jian Huang, Isaac Councill, Hongyuan Zha, Lee Giles, Boosting the Feature Space: Text Classification for Unstructured Data on the Web ,In proceedings of the 2006 IEEE International Conference on Data Mining, HK, China, 2006 (ICDM 2006).

Ding Zhou, Eren Manavoglu, Jia Li, C. Lee Giles, Hongyuan Zha, Probabilistic Models for Discovering E-Communities ,In proceedings of the 15th ACM International World Wide Web Conference, Scotland, 2006, (WWW 2006).

Ding Zhou, Xiang Ji, Hongyuan Zha, Lee Giles, Topic Evolution and Social Interactions ,In proceedings of the 15th ACM Conference on Information and Knowledge Management, Arlington, VA, 2006 (CIKM 2006).

Bingjun Sun, Ding Zhou, Hongyuan Zha, John Yen, Multi-Task Text Segmentation and Alignment Based on Weighted Mutual Information ,In proceedings of the 15th ACM Conference on Information and Knowledge Management, Arlington, VA, 2006 (CIKM 2006), Poster.

Chris Ding, Ding Zhou, Xiaofeng He, Hongyuan Zha, R1-PCA: Rotational Invariant L1-norm Principal Component Analysis for Robust Subspace Factorization ,In proceedings of the 23rd International Conference on Machine Learning , Pittsburg, PA, 2006 (ICML 2006).

Ding Zhou, Jia Li, Hongyuan Zha, A New Mallows distance based Metric for Comparing Clusterings ,In proceedings of the 22rd International Conference on Machine Learning , Bonn, Germany, 2005 (ICML 2005).

Huajing Li, Isaac Councill, Levent Bolelli, Ding Zhou, Yang Song, Wang-Chien Lee, Anand Sivasubramaniam, C. Lee Giles, CiteSeer-X: A Scalable Autonomous Scientific Digital Library ,In proceedings of the 1st International Conference on Scalable Information Sysytems, Hong Kong, China, 2006, (InfoScale 2006).

Ding Zhou, Yang Song, Ya Zhang, Hongyuan Zha, Towards Discovering Organizational Structure from Email Corpus , In proceedings of the 4th IEEE International Conference on Machine Learning and Applications, Los Angeles , CA, U.S.A. 2005 (ICMLA 2005).

Zunping Cheng, Ding Zhou, Chen Wang, Wei Wang, Baile Shi, CLINCH: Clustering Incomplete High-Dimensional Data for Data Mining Application , In proceedings of the 7th Asia Pacific Web Conference (APWeb 2005).

Ding Zhou, Zunping Cheng, Chen Wang, Haofeng Zhou, Wei Wang, Baile Shi, SUDEPHIC: Self-tuning Density-based Partitioning and Hierarchical Clustering ,In proceedings of the 9th Internatioinal Conference on Database Systems for Advanced Applications (DASFAA 2004), Jeju Island, Korea.

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