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» The Laplace-Jaynes approach to induction
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JMLR
2008
127views more  JMLR 2008»
14 years 10 months ago
Incremental Identification of Qualitative Models of Biological Systems using Inductive Logic Programming
The use of computational models is increasingly expected to play an important role in predicting the behaviour of biological systems. Models are being sought at different scales o...
Ashwin Srinivasan, Ross D. King
TACAS
2010
Springer
225views Algorithms» more  TACAS 2010»
15 years 5 months ago
Automated Termination Analysis for Programs with Second-Order Recursion
Many algorithms on data structures such as terms (finitely branching trees) are naturally implemented by second-order recursion: A first-order procedure f passes itself as an arg...
Markus Aderhold
115
Voted
ILP
2007
Springer
15 years 5 months ago
Combining Clauses with Various Precisions and Recalls to Produce Accurate Probabilistic Estimates
Statistical Relational Learning (SRL) combines the benefits of probabilistic machine learning approaches with complex, structured domains from Inductive Logic Programming (ILP). W...
Mark Goadrich, Jude W. Shavlik
ACL
2009
14 years 8 months ago
Co-Training for Cross-Lingual Sentiment Classification
The lack of Chinese sentiment corpora limits the research progress on Chinese sentiment classification. However, there are many freely available English sentiment corpora on the W...
Xiaojun Wan
EGC
2009
Springer
14 years 8 months ago
A Bayes Evaluation Criterion for Decision Trees
We present a new evaluation criterion for the induction of decision trees. We exploit a parameter-free Bayesian approach and propose an analytic formula for the evaluation of the p...
Nicolas Voisine, Marc Boullé, Carine Hue