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DSMML
2004
Springer
15 years 6 months ago
Can Gaussian Process Regression Be Made Robust Against Model Mismatch?
Learning curves for Gaussian process (GP) regression can be strongly affected by a mismatch between the ‘student’ model and the ‘teacher’ (true data generation process), e...
Peter Sollich
99
Voted
CBSE
2006
Springer
15 years 4 months ago
A Process for Resolving Performance Trade-Offs in Component-Based Architectures
Designing architectures requires the balancing of multiple system quality objectives. In this paper, we present techniques that support the exploration of the quality properties of...
Egor Bondarev, Michel R. V. Chaudron, Peter H. N. ...
91
Voted
ISNN
2007
Springer
15 years 6 months ago
Online Dynamic Value System for Machine Learning
A novel online dynamic value system for machine learning is proposed in this paper. The proposed system has a dual network structure: data processing network (DPN) and information ...
Haibo He, Janusz A. Starzyk
100
Voted
ADBIS
1998
Springer
100views Database» more  ADBIS 1998»
15 years 5 months ago
Multiple Range Query Optimization in Spatial Databases
In order to answer efficiently range queries in 2-d R-trees, first we sort queries by means of a space filling curve, then we group them together, and finally pass them for process...
Apostolos Papadopoulos, Yannis Manolopoulos
ICIP
1997
IEEE
15 years 4 months ago
Adaptive Partitionings for Fractal Image Compression
In fractal image compression a partitioning of the image into ranges is required. In our previous work [1] we have proposed to find good partitionings by means of a split-andmerg...
Matthias Ruhl, Hannes Hartenstein, Dietmar Saupe