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» An Algebraic Approach to Data Mining: Some Examples
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IJCNN
2007
IEEE
16 years 10 days ago
Agnostic Learning vs. Prior Knowledge Challenge
We organized a challenge for IJCNN 2007 to assess the added value of prior domain knowledge in machine learning. Most commercial data mining programs accept data pre-formatted in ...
Isabelle Guyon, Amir Saffari, Gideon Dror, Gavin C...
BIOSURVEILLANCE
2007
Springer
16 years 6 days ago
A Bayesian Biosurveillance Method That Models Unknown Outbreak Diseases
Algorithms for detecting anomalous events can be divided into those that are designed to detect specific diseases and those that are non-specific in what they detect. Specific dete...
Yanna Shen, Gregory F. Cooper
HICSS
2003
IEEE
85views Biometrics» more  HICSS 2003»
15 years 11 months ago
Designs for Ramp-Constrained Day-Ahead Auctions
— Some electric power markets allow bidders to specify constraints on ramp rates for increasing or decreasing power production. We show in a small example that a bidder could use...
Shmuel S. Oren, Andrew M. Ross
JMLR
2010
150views more  JMLR 2010»
15 years 24 days ago
Supervised Dimension Reduction Using Bayesian Mixture Modeling
We develop a Bayesian framework for supervised dimension reduction using a flexible nonparametric Bayesian mixture modeling approach. Our method retrieves the dimension reduction ...
Kai Mao, Feng Liang, Sayan Mukherjee
SMA
2010
ACM
192views Solid Modeling» more  SMA 2010»
15 years 23 days ago
Infinitesimally Robust estimation in general smoothly parametrized models
Abstract The aim of the paper is to give a coherent account of the robustness approach based on shrinking neighborhoods in the case of i.i.d. observations, and add some theoretical...
Matthias Kohl, Peter Ruckdeschel, Helmut Rieder