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KDD
2004
ACM
154views Data Mining» more  KDD 2004»
16 years 7 days ago
Diagnosing extrapolation: tree-based density estimation
There has historically been very little concern with extrapolation in Machine Learning, yet extrapolation can be critical to diagnose. Predictor functions are almost always learne...
Giles Hooker
DEXA
2004
Springer
91views Database» more  DEXA 2004»
15 years 3 months ago
Efficient Processing of Distributed Iceberg Semi-joins
The Iceberg SemiJoin (ISJ) of two datasets R and S returns the tuples in R which join with at least k tuples of S. The ISJ operator is essential in many practical applications incl...
Mohammed Kasim Imthiyaz, Dong Xiaoan, Panos Kalnis
DAIS
2003
15 years 1 months ago
Rational Server Selection for Mobile Agents
- Mobile agents have the ability to migrate through heterogeneous networks and execute at remote hosts. This ability can be exploited to improve the performance of agent based appl...
Carsten Pils, Stefan Diepolder
WWW
2004
ACM
16 years 15 days ago
Implementing a proxy agent based writable web for a dynamic information sharing system
In this paper, we propose a Web based information sharing system called the Proxy Agent-based Information Sharing (PAIS). We also developed a writable Web mechanism called Web bro...
Noriharu Tashiro, Hiromitsu Hattori, Takayuki Ito,...
SDM
2008
SIAM
139views Data Mining» more  SDM 2008»
15 years 1 months ago
Semi-Supervised Learning Based on Semiparametric Regularization
Semi-supervised learning plays an important role in the recent literature on machine learning and data mining and the developed semisupervised learning techniques have led to many...
Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, Chr...