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» Backdoors in the Context of Learning
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105
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GVD
2004
94views Database» more  GVD 2004»
15 years 2 months ago
MIWeb: Mediator-based Integration of Web Sources
MIWeb realizes a mediator-based integration of heterogeneous metadata sources over the Web. Mediators are well known from database integration. They improve the quality of search ...
Susanne Busse, Thomas Kabisch
112
Voted
METMBS
2004
174views Mathematics» more  METMBS 2004»
15 years 2 months ago
Med-LIFE: A Diagnostic Aid for Medical Imagery
We present a system known as Med-LIFE (Medical application of Learning, Image Fusion, and Exploration) currently under development for medical image analysis. This pipelined syste...
Joshua R. New, Erion Hasanbelliu, Mario Aguilar
AAAI
1994
15 years 2 months ago
Applying VC-Dimension Analysis To 3D Object Recognition from Perspective Projections
We analyze the amount of information needed to carry out model-based recognition tasks, in the context of a probabilistic data collection model, and independently of the recogniti...
Michael Lindenbaum, Shai Ben-David
99
Voted
ICML
2010
IEEE
15 years 1 months ago
Gaussian Process Change Point Models
We combine Bayesian online change point detection with Gaussian processes to create a nonparametric time series model which can handle change points. The model can be used to loca...
Yunus Saatci, Ryan Turner, Carl Edward Rasmussen
CORR
2010
Springer
136views Education» more  CORR 2010»
15 years 25 days ago
On the Implementation of the Probabilistic Logic Programming Language ProbLog
The past few years have seen a surge of interest in the field of probabilistic logic learning and statistical relational learning. In this endeavor, many probabilistic logics have...
Angelika Kimmig, Bart Demoen, Luc De Raedt, V&iacu...