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» The Laplace-Jaynes approach to induction
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ICFP
2005
ACM
15 years 11 months ago
A computational approach to reflective meta-reasoning about languages with bindings
We present a foundation for a computational meta-theory of languages with bindings implemented in a computer-aided formal reasoning environment. Our theory provides the ability to...
Aleksey Nogin, Alexei Kopylov, Xin Yu, Jason Hicke...
NCA
2002
IEEE
14 years 10 months ago
Comparison of Algorithmic and Machine Learning Approaches for the Automatic Fitting of Gaussian Peaks
Fitting gaussian peaks to experimental data is important in many disciplines, including nuclear spectroscopy. Nonlinear least squares fitting methods have been in use for a long t...
Radwan E. Abdel-Aal
DAC
2005
ACM
15 years 27 days ago
Spatially distributed 3D circuit models
Spatially distributed 3D circuit models are extracted with a segmentto-segment BEM (Boundary Element Method) algorithm for both capacitance and inverse inductance couplings rather...
Michael W. Beattie, Hui Zheng, Anirudh Devgan, Byr...
KDD
1999
ACM
152views Data Mining» more  KDD 1999»
15 years 3 months ago
Applying General Bayesian Techniques to Improve TAN Induction
Tree Augmented Naive Bayes (TAN) has shown to be competitive with state-of-the-art machine learning algorithms [3]. However, the TAN induction algorithm that appears in [3] can be...
Jesús Cerquides
ICLP
2010
Springer
15 years 2 months ago
Inductive Logic Programming as Abductive Search
We present a novel approach to non-monotonic ILP and its implementation called tal (Top-directed Abductive Learning). tal overcomes some of the completeness problems of ILP systems...
Domenico Corapi, Alessandra Russo, Emil Lupu