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ICML
2008
IEEE
16 years 4 days ago
Fast solvers and efficient implementations for distance metric learning
In this paper we study how to improve nearest neighbor classification by learning a Mahalanobis distance metric. We build on a recently proposed framework for distance metric lear...
Kilian Q. Weinberger, Lawrence K. Saul
TACAS
2004
Springer
108views Algorithms» more  TACAS 2004»
15 years 4 months ago
The Succinct Solver Suite
Abstract. The Succinct Solver Suite offers two analysis engines for solving data and control flow problems expressed in clausal form in a large fragment of first order logic. Th...
Flemming Nielson, Hanne Riis Nielson, Hongyan Sun,...
INFOVIS
1999
IEEE
15 years 3 months ago
Sensemaking of Evolving Web Sites Using Visualization Spreadsheets
In the process of knowledge discovery, workers examine available information in order to make sense of it. By sensemaking, we mean interacting with and operating on the informatio...
Ed Huai-hsin Chi, Stuart K. Card
SDM
2008
SIAM
118views Data Mining» more  SDM 2008»
15 years 23 days ago
Massive-Scale Kernel Discriminant Analysis: Mining for Quasars
We describe a fast algorithm for kernel discriminant analysis, empirically demonstrating asymptotic speed-up over the previous best approach. We achieve this with a new pattern of...
Ryan Riegel, Alexander Gray, Gordon Richards
ER
2004
Springer
79views Database» more  ER 2004»
15 years 4 months ago
Multi-phase Process Mining: Building Instance Graphs
Abstract. Deploying process-driven information systems is a time-consuming and error-prone task. Process mining attempts to improve this by automatically generating a process model...
Boudewijn F. van Dongen, Wil M. P. van der Aalst