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» Attribute Selection Based on FRiS-Compactness
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ICWS
2004
IEEE
14 years 11 months ago
A DAML-Based Repository for QoS-Aware Semantic Web Service Selection
The Web is moving toward a collection of interoperating Web services. Achieving this interoperability requires dynamic discovery of Web services on the basis of their capabilities...
A. Soydan Bilgin, Munindar P. Singh
ICDM
2007
IEEE
138views Data Mining» more  ICDM 2007»
15 years 3 months ago
Bandit-Based Algorithms for Budgeted Learning
We explore the problem of budgeted machine learning, in which the learning algorithm has free access to the training examples’ labels but has to pay for each attribute that is s...
Kun Deng, Chris Bourke, Stephen D. Scott, Julie Su...
DMDW
2000
151views Management» more  DMDW 2000»
14 years 11 months ago
Automated dimensionality reduction of data warehouses
A data warehouse is designed to consolidate and maintain all attributes that are relevant for the analysis processes. Due to the rapid increase in the size of the modern operation...
Mark Last, Oded Maimon
IJON
2006
132views more  IJON 2006»
14 years 9 months ago
A binary neural decision table classifier
In this paper, we introduce a neural network -based decision table algorithm. We focus on the implementation details of the decision table algorithm when it is constructed using t...
Victoria J. Hodge, Simon O'Keefe, Jim Austin
SIGMOD
1994
ACM
85views Database» more  SIGMOD 1994»
15 years 1 months ago
Adaptive Selectivity Estimation Using Query Feedback
In this paper, we propose a novel approach for estimating the record selectivities of database queries. The real attribute value distribution is adaptively approximated by a curve...
Chung-Min Chen, Nick Roussopoulos