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» The Laplace-Jaynes approach to induction
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DKE
2006
139views more  DKE 2006»
14 years 10 months ago
Information extraction from structured documents using k-testable tree automaton inference
Information extraction (IE) addresses the problem of extracting specific information from a collection of documents. Much of the previous work on IE from structured documents, suc...
Raymond Kosala, Hendrik Blockeel, Maurice Bruynoog...
VMCAI
2009
Springer
15 years 5 months ago
Synthesizing Switching Logic Using Constraint Solving
A new approach based on constraint solving techniques was recently proposed for verification of hybrid systems. This approach works by searching for inductive invariants of a give...
Ankur Taly, Sumit Gulwani, Ashish Tiwari
IJCNN
2007
IEEE
15 years 4 months ago
Risk Assessment Algorithms Based on Recursive Neural Networks
— The assessment of highly-risky situations at road intersections have been recently revealed as an important research topic within the context of the automotive industry. In thi...
Alejandro Chinea Manrique De Lara, Michel Parent
PAKDD
2004
ACM
127views Data Mining» more  PAKDD 2004»
15 years 3 months ago
Separating Structure from Interestingness
Condensed representations of pattern collections have been recognized to be important building blocks of inductive databases, a promising theoretical framework for data mining, and...
Taneli Mielikäinen
KDD
2009
ACM
175views Data Mining» more  KDD 2009»
15 years 3 months ago
Multi-class protein fold recognition using large margin logic based divide and conquer learning
Inductive Logic Programming (ILP) systems have been successfully applied to solve complex problems in bioinformatics by viewing them as binary classification tasks. It remains an...
Huma Lodhi, Stephen Muggleton, Michael J. E. Stern...