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PKDD
2004
Springer
97views Data Mining» more  PKDD 2004»
14 years 3 months ago
Dealing with Predictive-but-Unpredictable Attributes in Noisy Data Sources
Attribute noise can affect classification learning. Previous work in handling attribute noise has focused on those predictable attributes that can be predicted by the class and o...
Ying Yang, Xindong Wu, Xingquan Zhu
IPPS
2003
IEEE
14 years 3 months ago
Grid Harvest Service: A System for Long-Term, Application-Level Task Scheduling
With the emergence of grid computing environment, performance measurement, analysis and prediction of non-dedicated distributed systems have become increasingly important. In this...
Xian-He Sun, Ming Wu
CIKM
2008
Springer
14 years 16 days ago
A survey of pre-retrieval query performance predictors
The focus of research on query performance prediction is to predict the effectiveness of a query given a search system and a collection of documents. If the performance of queries...
Claudia Hauff, Djoerd Hiemstra, Franciska de Jong
BIOCOMP
2006
13 years 12 months ago
Statistical Analysis of Long-Range Interactions in Proteins
We carry out a comprehensive study of long-range interactions on a large data set of non-homologous proteins. Our study reveals that the long-range interactions between amino acid...
Jinmiao Chen, Narendra S. Chaudhari
ICML
2005
IEEE
14 years 11 months ago
Combining model-based and instance-based learning for first order regression
T ORDER REGRESSION (EXTENDED ABSTRACT) Kurt Driessensa Saso Dzeroskib a Department of Computer Science, University of Waikato, Hamilton, New Zealand (kurtd@waikato.ac.nz) b Departm...
Kurt Driessens, Saso Dzeroski