数据挖掘方面重要会议的最佳paper集合

数据挖掘方面重要会议的最佳paper集合，后续将陆续分析一下内容：

主要有KDD、SIGMOD、VLDB、ICML、SIGIR

KDD (Data Mining)
2013	Simple and Deterministic Matrix Sketching	Edo Liberty, Yahoo! Research
2012	Searching and Mining Trillions of Time Series Subsequences under Dynamic Time Warping	Thanawin Rakthanmanon, University of California Riverside; et al.
2011	Leakage in Data Mining: Formulation, Detection, and Avoidance	Shachar Kaufman, Tel-Aviv University; et al.
2010	Large linear classification when data cannot fit in memory	Hsiang-Fu Yu, National Taiwan University; et al.
	Connecting the dots between news articles	Dafna Shahaf & Carlos Guestrin, Carnegie Mellon University
2009	Collaborative Filtering with Temporal Dynamics	Yehuda Koren, Yahoo! Research
2008	Fastanova: an efficient algorithm for genome-wide association study	Xiang Zhang, University of North Carolina at Chapel Hill; et al.
2007	Predictive discrete latent factor models for large scale dyadic data	Deepak Agarwal & Srujana Merugu, Yahoo! Research
2006	Training linear SVMs in linear time	Thorsten Joachims, Cornell University
2005	Graphs over time: densification laws, shrinking diameters and possible explanations	Jure Leskovec, Carnegie Mellon University; et al.
2004	A probabilistic framework for semi-supervised clustering	Sugato Basu, University of Texas at Austin; et al.
2003	Maximizing the spread of influence through a social network	David Kempe, Cornell University; et al.
2002	Pattern discovery in sequences under a Markov assumption	Darya Chudova & Padhraic Smyth, University of California Irvine
2001	Robust space transformations for distance-based operations	Edwin M. Knorr, University of British Columbia; et al.
2000	Hancock: a language for extracting signatures from data streams	Corinna Cortes, AT&T Laboratories; et al.
1999	MetaCost: a general method for making classifiers cost-sensitive	Pedro Domingos, Universidade Técnica de Lisboa
1998