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Publications: J. Koren, Y. Zhang, and X. Liu. Personalized Faceted Search. In Proceedings of the 17th International Conference on World Wide Web, Beijing, China (WWW '08). To Appear Jordi Mondria, Thomas Wu, Yi Zhang, The Determinants of International Investment and Attention Allocation: Using internet search query data (working paper) [pdf] Yi Zhang, Jonathan Koren, Efficient Bayesian Hierarchical User Modeling for Recommendation Systems, In Proceedings of the 30st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, Netherland, (SIGIR 2007) [pdf] Yi Zhang, Wei Xu, Fast Exact Maximum Likelihood Estimation for Mixture of Language Models, In Proceedings of the 30st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, Netherland, (SIGIR poster 2007) [pdf] A longer version to appear in IPM Information Processing and Management Journal. [Source code] Jonathan Koren, Yi Zhang, Sasha Ames, Carlos Maltzahn, Ethan Miller. Searching and Navigating Petabyte Scale File Systems Based on Facets. In Proceeding of 2007 ACM Petascale Data Storage Workshop (PDSW 07), International Conference for High Performance Computing, Networking, Storage and Analysis (SC07). [pdf]. Sung Kim, James Whitehead, Yi Zhang, Classifying Software Changes: Clean or Buggy? To appear in IEEE Transaction on Software Engineering [pdf] Zuobing Xu, Ram Akella, Yi Zhang, Incorporating Diversity and Density in Active Learning for Relevance Feedback. In Proceedings of the European Conference on Information Retrieval, Lecture Notes on Computer Science, 2007 [pdf] Erg Philip Zigoris, Yi Zhang Bayesian Adaptive User Profiling with Explicit & Implicit Feedback, In Proceeding of ACM International Conference on Information and Knowledge Management (CIKM) 2006 [pdf] Haward Jie, Yi Zhang,
Personalized Faceted Query Expansion, ACM SIGIR Faceted Search workshop 2006
[pdf] Ethan Zhang, Yi Zhang , UCSC at TREC
2006 Blog Opinion Mining, In Proceedings
of the 2006 Text REtrieval Conference. National Philip Zigoris, Damian Eads and Yi
Zhang, Unsupervised Learning of Tree Alignment Models for Information
Extraction, Workshop on Mining Structured Data, International Conference on
Data Mining, 2006. [pdf] A. Srivastava, R Akella, V. Diev, S. Preethi, D. McIntosh, E. Pontikakis,
Z. Xu and Y. Zhang, Enabling
the Discovery of Recurring Anomalies in Aerospace Problem Reports using
High-Dimensional Clustering Techniques, IEEE Aerospace Conference 2006 [pdf] Yi Zhang, Jamie Callan, Combine Multiple Forms of Evidence while Filtering, In Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing , Vancouver, Canada, 2005 (HLT 2005) [pdf] Yi Zhang Using Bayesian
Priors to Combine Classifiers for Adaptive Filtering, In Proceedings of the 27st Annual
International ACM SIGIR Conference on Research and Development in Information
Retrieval, Sheffield , United Kingdom, 2004 (SIGIR 2004) [ pdf] Yi Zhang, Byron Dom, Iris Eiron, Alex Cozzi, Yi Zhang "Graph-Based Ranking Algorithms for E-mail Expertise Analysis, Data Mining and Knowledge Discovery Workshop(DMKD2003) in ACM SIGMOD Conference (SIGMOD2003). [pdf] Yi Zhang, Jamie Callan and
Thoma Minka Novelty and Redundancy
Detection in Adaptive Filtering. In Proceedings of the 25st Annual International ACM SIGIR Conference on
Research and Development in Information Retrieval, Yi Zhang, Wei Xu and Jamie Callan Exact Maximum Likelihood Estimation for Word Mixtures Text Learning Workshop in International Conference on Machine Learning, Sydney, Australia, 2002. (ICML 2002) [pdf] Kevyn Collins-Thompson, Paul Ogilvie, Yi Zhang, and J. Callan. "Information filtering, novelty detection, and named-page finding."
In Proceedings of the 2002 Text
REtrieval Conference. National Yi Zhang and Jamie Callan.
"The Bias Problem and Language
Models in Adaptive Filtering." In Proceedings of the 2001 Text REtrieval Conference. National Yi Zhang and Jamie Callan "Maximum Likelihood Estimation for Filtering Thresholds". In Proceedings of the 24st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, New Orleans, LA, 2001. (SIGIR 2001) [pdf] Yi Zhang and Jamie Callan.
"YFilter at TREC-9". In Proceedings
of the Ninth Text REtrieval Conference. National DataSet: Dataset for Novelty and Redundancy Detection while Filtering Data set for learning from implicit and explicit user feedback
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