SIGKDD历年Best Papers

SIGKDD(Data Mining)(1997-2016)
年份	标题	一作	一作单位
2016	FRAUDAR: Bounding Graph Fraud in the Face of Camouflage	Bryan Hooi	Carnegie Mellon University
2015	Efficient Algorithms for Public-Private Social Networks	Flavio Chierichetti	Sapienza University of Rome
2014	Reducing the Sampling Complexity of Topic Models	Aaron Li	Carnegie Mellon University
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
2011	Leakage in Data Mining: Formulation, Detection, and Avoidance	Shachar Kaufman	Tel-Aviv University
2010	Large linear classification when data cannot fit in memory	Hsiang-Fu Yu	National Taiwan University
	Connecting the dots between news articles	Dafna Shahaf	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
2007	Predictive discrete latent factor models for large scale dyadic data	Deepak Agarwal	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
2004	A probabilistic framework for semi-supervised clustering	Sugato Basu	University of Texas at Austin
2003	Maximizing the spread of influence through a social network	David Kempe	Cornell University
2002	Pattern discovery in sequences under a Markov assumption	Darya Chudova	University of California Irvine
2001	Robust space transformations for distance-based operations	Edwin M. Knorr	University of British Columbia
2000	Hancock: a language for extracting signatures from data streams	Corinna Cortes	AT&T Laboratories
1999	MetaCost: a general method for making classifiers cost-sensitive	Pedro Domingos	Universidade Técnica de Lisboa
1998	Occam’s Two Razors: The Sharp and the Blunt	Pedro Domingos	Universidade Técnica de Lisboa
1997	Analysis and Visualization of Classifier Performance: Comparison under Imprecise Class and Cost Di…	Foster Provost	NYNEX Science and Technology

参考文献：Best Paper Awards in Computer Science (since 1996)