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

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 & Tom Fawcett, NYNEX Science and Technology

2013

Massive Graph Triangulation

Xiaocheng Hu, The Chinese University of Hong Kong; et al.

2012

High-Performance Complex Event Processing over XML Streams

Barzan Mozafari, Massachusetts Institute of Technology; et al.

2011

Entangled Queries: Enabling Declarative Data-Driven Coordination

Nitin Gupta, Cornell University; et al.

2010

FAST: fast architecture sensitive tree search on modern CPUs and GPUs

Changkyu Kim, Intel; et al.

2009

Generating example data for dataflow programs

Christopher Olston, Yahoo! Research; et al.

2008

Serializable isolation for snapshot databases

Michael J. Cahill, University of Sydney; et al.

Scalable Network Distance Browsing in Spatial Databases

Hanan Samet, University of Maryland; et al.

2007

Compiling mappings to bridge applications and databases

Sergey Melnik, Microsoft Research; et al.

Scalable Approximate Query Processing with the DBO Engine

Christopher Jermaine, University of Florida; et al.

2006

To search or to crawl : towards a query optimizer for text-centric tasks

Panagiotis G. Ipeirotis, New York University; et al.

2004

Indexing spatio-temporal trajectories with Che