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» Learning Rule Representations from Boolean Data
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82
Voted
DATE
2007
IEEE
85views Hardware» more  DATE 2007»
15 years 6 months ago
QuteSAT: a robust circuit-based SAT solver for complex circuit structure
We propose a robust circuit-based Boolean Satisfiability (SAT) solver, QuteSAT, that can be applied to complex circuit netlist structure. Several novel techniques are proposed in ...
Chi-An Wu, Ting-Hao Lin, Chih-Chun Lee, Chung-Yang...
WWW
2010
ACM
15 years 7 months ago
A pattern tree-based approach to learning URL normalization rules
Duplicate URLs have brought serious troubles to the whole pipeline of a search engine, from crawling, indexing, to result serving. URL normalization is to transform duplicate URLs...
Tao Lei, Rui Cai, Jiang-Ming Yang, Yan Ke, Xiaodon...
122
Voted
TCBB
2011
14 years 7 months ago
Learning Genetic Regulatory Network Connectivity from Time Series Data
Recent experimental advances facilitate the collection of time series data that indicate which genes in a cell are expressed. This paper proposes an efficient method to generate th...
Nathan A. Barker, Chris J. Myers, Hiroyuki Kuwahar...
104
Voted
ML
1998
ACM
131views Machine Learning» more  ML 1998»
15 years 5 days ago
Learning from Examples and Membership Queries with Structured Determinations
It is well known that prior knowledge or bias can speed up learning, at least in theory. It has proved di cult to make constructive use of prior knowledge, so that approximately c...
Prasad Tadepalli, Stuart J. Russell
100
Voted
CVPR
2007
IEEE
16 years 2 months ago
Learning Visual Representations using Images with Captions
Current methods for learning visual categories work well when a large amount of labeled data is available, but can run into severe difficulties when the number of labeled examples...
Ariadna Quattoni, Michael Collins, Trevor Darrell