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» A Portfolio Approach to Algorithm Selection
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GECCO
2006
Springer
202views Optimization» more  GECCO 2006»
15 years 6 months ago
Inference of genetic networks using S-system: information criteria for model selection
In this paper we present an evolutionary approach for inferring the structure and dynamics in gene circuits from observed expression kinetics. For representing the regulatory inte...
Nasimul Noman, Hitoshi Iba
125
Voted
SIGMOD
2004
ACM
150views Database» more  SIGMOD 2004»
16 years 3 months ago
When one Sample is not Enough: Improving Text Database Selection Using Shrinkage
Database selection is an important step when searching over large numbers of distributed text databases. The database selection task relies on statistical summaries of the databas...
Panagiotis G. Ipeirotis, Luis Gravano
KDD
2003
ACM
195views Data Mining» more  KDD 2003»
16 years 3 months ago
Visualizing changes in the structure of data for exploratory feature selection
Using visualization techniques to explore and understand high-dimensional data is an efficient way to combine human intelligence with the immense brute force computation power ava...
Elias Pampalk, Werner Goebl, Gerhard Widmer
AAAI
1998
15 years 4 months ago
Optimizing Information Agents by Selectively Materializing Data
We present an approach for optimizing the performance of information agents by materializing useful information . A critical problem with information agents, particularly those ga...
Naveen Ashish
DASFAA
2010
IEEE
190views Database» more  DASFAA 2010»
15 years 7 months ago
k-Selection Query over Uncertain Data
This paper studies a new query on uncertain data, called k-selection query. Given an uncertain dataset of N objects, where each object is associated with a preference score and a p...
Xingjie Liu, Mao Ye, Jianliang Xu, Yuan Tian, Wang...