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» The Laplace-Jaynes approach to induction
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97
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ICCAD
2002
IEEE
126views Hardware» more  ICCAD 2002»
15 years 3 months ago
Robust and passive model order reduction for circuits containing susceptance elements
Numerous approaches have been proposed to address the overwhelming modeling problems that result from the emergence of magnetic coupling as a dominant performance factor for ICs a...
Hui Zheng, Lawrence T. Pileggi
91
Voted
ICDM
2002
IEEE
133views Data Mining» more  ICDM 2002»
15 years 3 months ago
Learning with Progressive Transductive Support Vector Machine
Support vector machine (SVM) is a new learning method developed in recent years based on the foundations of statistical learning theory. By taking a transductive approach instead ...
Yisong Chen, Guoping Wang, Shihai Dong
100
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PAKDD
2001
ACM
157views Data Mining» more  PAKDD 2001»
15 years 3 months ago
Applying Pattern Mining to Web Information Extraction
Information extraction (IE) from semi-structured Web documents is a critical issue for information integration systems on the Internet. Previous work in wrapper induction aim to so...
Chia-Hui Chang, Shao-Chen Lui, Yen-Chin Wu
94
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AI
1999
Springer
14 years 10 months ago
Learning by Discovering Concept Hierarchies
We present a new machine learning method that, given a set of training examples, induces a definition of the target concept in terms of a hierarchy of intermediate concepts and th...
Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Brat...
102
Voted
NAACL
2010
14 years 8 months ago
From Baby Steps to Leapfrog: How "Less is More" in Unsupervised Dependency Parsing
We present three approaches for unsupervised grammar induction that are sensitive to data complexity and apply them to Klein and Manning's Dependency Model with Valence. The ...
Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jura...