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» On the Resilience of Classes to Change
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106
Voted
ICML
2001
IEEE
16 years 1 months ago
Convergence of Gradient Dynamics with a Variable Learning Rate
As multiagent environments become more prevalent we need to understand how this changes the agent-based paradigm. One aspect that is heavily affected by the presence of multiple a...
Michael H. Bowling, Manuela M. Veloso
ICML
2000
IEEE
16 years 1 months ago
Duality and Geometry in SVM Classifiers
We develop an intuitive geometric interpretation of the standard support vector machine (SVM) for classification of both linearly separable and inseparable data and provide a rigo...
Kristin P. Bennett, Erin J. Bredensteiner
CHI
2002
ACM
16 years 28 days ago
Statistical profiles of highly-rated web sites
We are creating an interactive tool to help non-professional web site builders create high quality designs. We have previously reported that quantitative measures of web page stru...
Melody Y. Ivory, Marti A. Hearst
70
Voted
RECOMB
2008
Springer
16 years 27 days ago
Duplication Mechanism and Disruptions in Flanking Regions Influence the Fate of Mammalian Gene Duplicates
Here we identify duplicated genes in five mammalian genomes and classify these duplicates based on the mechanisms by which they were generated. Retrotransposition accounts for at l...
Paul Ryvkin, Jin Jun, Edward Hemphill, Craig Nelso...
OSDI
2008
ACM
16 years 26 days ago
Predicting Computer System Failures Using Support Vector Machines
Mitigating the impact of computer failure is possible if accurate failure predictions are provided. Resources, applications, and services can be scheduled around predicted failure...
Errin W. Fulp, Glenn A. Fink, Jereme N. Haack