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JMLR
2006
140views more  JMLR 2006»
15 years 6 months ago
Active Learning in Approximately Linear Regression Based on Conditional Expectation of Generalization Error
The goal of active learning is to determine the locations of training input points so that the generalization error is minimized. We discuss the problem of active learning in line...
Masashi Sugiyama
ICANNGA
2007
Springer
100views Algorithms» more  ICANNGA 2007»
15 years 10 months ago
Softening Splits in Decision Trees Using Simulated Annealing
Predictions computed by a classification tree are usually constant on axis-parallel hyperrectangles corresponding to the leaves and have strict jumps on their boundaries. The densi...
Jakub Dvorák, Petr Savický
CAISE
2004
Springer
15 years 11 months ago
Moda-ML: Building a Collaborative Sectoral Framework based on ebXML
Inter-company data interchange within a specific industrial sector is necessarily based on standard document formats, structures, and transmission protocols. In this perspective, t...
Nicola Gessa, Piero De Sabbata, Massimo Marzocchi,...
ICEIS
2003
IEEE
15 years 11 months ago
Storage of Complex Business Rules in Object Databases
: True integration of large systems requires sharing of information stored in databases beyond sharing of pure data: business rules associated with this data must be shared also. T...
Dalen Kambur, Mark Roantree
MDM
2001
Springer
148views Communications» more  MDM 2001»
15 years 11 months ago
An Agent-Based Architecture Using XML for Mobile Federated Database Systems
We advocate the use of agents to model a system that allows us to integrate and protect information stored in both mobile and fixed devices, while trying to preserve a consistent a...
Carlos Sánchez, Le Gruenwald