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AWIC
2005
Springer
14 years 2 months ago
Tuples Extraction from HTML Using Logic Wrappers and Inductive Logic Programming
This paper presents an approach for applying inductive logic programming to information extraction from HTML documents structured as unranked ordered trees. We consider information...
Costin Badica, Amelia Badica, Elvira Popescu
NIPS
2003
13 years 10 months ago
Multiple-Instance Learning via Disjunctive Programming Boosting
Learning from ambiguous training data is highly relevant in many applications. We present a new learning algorithm for classification problems where labels are associated with se...
Stuart Andrews, Thomas Hofmann
ADBIS
2005
Springer
100views Database» more  ADBIS 2005»
14 years 2 months ago
Evolutionary Learning of Boolean Queries by Genetic Programming
Abstract. The performance of an information retrieval system is usually measured in terms of two different criteria, precision and recall. This way, the optimization of any of its...
Suhail S. J. Owais, Pavel Krömer, Václ...
JMLR
2006
87views more  JMLR 2006»
13 years 8 months ago
Second Order Cone Programming Approaches for Handling Missing and Uncertain Data
We propose a novel second order cone programming formulation for designing robust classifiers which can handle uncertainty in observations. Similar formulations are also derived f...
Pannagadatta K. Shivaswamy, Chiranjib Bhattacharyy...
CSEE
2010
Springer
13 years 6 months ago
An Undergraduate Summer Research Program in Software Safety
This paper shares the experiences and lessons learned from conducting an NSF-sponsored eight-week summer research program for ten undergraduate students from multiple universities...
W. Eric Wong, Vidroha Debroy