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SIGKDD历年Best Papers

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作者:我爱机器学习
原文链接:SIGKDD历年Best Papers

SIGKDD(Data Mining)(1997-2016)
年份标题一作一作单位
2016FRAUDAR: Bounding Graph Fraud in the Face of CamouflageBryan HooiCarnegie Mellon University
2015Efficient Algorithms for Public-Private Social NetworksFlavio ChierichettiSapienza University of Rome
2014Reducing the Sampling Complexity of Topic ModelsAaron LiCarnegie Mellon University
2013Simple and Deterministic Matrix SketchingEdo LibertyYahoo! Research
2012Searching and Mining Trillions of Time Series Subsequences under Dynamic Time WarpingThanawin RakthanmanonUniversity of California Riverside
2011Leakage in Data Mining: Formulation, Detection, and AvoidanceShachar KaufmanTel-Aviv University
2010Large linear classification when data cannot fit in memoryHsiang-Fu YuNational Taiwan University
Connecting the dots between news articlesDafna ShahafCarnegie Mellon University
2009Collaborative Filtering with Temporal DynamicsYehuda KorenYahoo! Research
2008Fastanova: an efficient algorithm for genome-wide association studyXiang ZhangUniversity of North Carolina at Chapel Hill
2007Predictive discrete latent factor models for large scale dyadic dataDeepak AgarwalYahoo! Research
2006Training linear SVMs in linear timeThorsten JoachimsCornell University
2005Graphs over time: densification laws, shrinking diameters and possible explanationsJure LeskovecCarnegie Mellon University
2004A probabilistic framework for semi-supervised clusteringSugato BasuUniversity of Texas at Austin
2003Maximizing the spread of influence through a social networkDavid KempeCornell University
2002Pattern discovery in sequences under a Markov assumptionDarya ChudovaUniversity of California Irvine
2001Robust space transformations for distance-based operationsEdwin M. KnorrUniversity of British Columbia
2000Hancock: a language for extracting signatures from data streamsCorinna CortesAT&T Laboratories
1999MetaCost: a general method for making classifiers cost-sensitivePedro DomingosUniversidade Técnica de Lisboa
1998Occam’s Two Razors: The Sharp and the BluntPedro DomingosUniversidade Técnica de Lisboa
1997Analysis and Visualization of Classifier Performance: Comparison under Imprecise Class and Cost Di…Foster ProvostNYNEX Science and Technology

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

SIGKDD历年Best Papers