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» A Formal Model for Process Context Learning
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DATAMINE
2010
166views more  DATAMINE 2010»
14 years 12 months ago
Optimal constraint-based decision tree induction from itemset lattices
In this article we show that there is a strong connection between decision tree learning and local pattern mining. This connection allows us to solve the computationally hard probl...
Siegfried Nijssen, Élisa Fromont
ICECCS
1998
IEEE
110views Hardware» more  ICECCS 1998»
15 years 4 months ago
Risk Assessment and Integrity in System Design
All systems, regardless of how carefully they have been constructed, suffer failures. This paper focuses on developing a formal understanding of failure with respect to system imp...
Raymond Berg, Victor L. Winter
KCAP
2011
ACM
14 years 2 months ago
Eliciting hierarchical structures from enumerative structures for ontology learning
Some discourse structures such as enumerative structures have typographical, punctuational and laying out characteristics which (1) make them easily identifiable and (2) convey hi...
Mouna Kamel, Bernard Rothenburger
IJMMS
1998
75views more  IJMMS 1998»
14 years 11 months ago
Knowledge modeling directed by situation-specific models
Clancey (1992) proposed the model-construction framework as a way to explain the reasoning of knowledge-based systems (KBSs), based on his realization that all KBSs construct impl...
Michel Benaroch
EMNLP
2010
14 years 9 months ago
Incorporating Content Structure into Text Analysis Applications
In this paper, we investigate how modeling content structure can benefit text analysis applications such as extractive summarization and sentiment analysis. This follows the lingu...
Christina Sauper, Aria Haghighi, Regina Barzilay