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IDA
2002
Springer
15 years 6 months ago
Boosting strategy for classification
This paper introduces a strategy for training ensemble classifiers by analysing boosting within margin theory. We present a bound on the generalisation error of ensembled classifi...
Huma Lodhi, Grigoris J. Karakoulas, John Shawe-Tay...
IEE
2002
113views more  IEE 2002»
15 years 6 months ago
Framework based on design patterns for providing persistence in object-oriented programming languages
Abstract. This paper describes an approach to providing object persistence in object-oriented programming languages without modifying the run-time system or the language itself. By...
Jörg Kienzle, Alexander B. Romanovsky
SIAMDM
2000
103views more  SIAMDM 2000»
15 years 6 months ago
Directional Routing via Generalized st-Numberings
We present a mathematical model for network routing based on generating paths in a consistent direction. Our development is based on an algebraic and geometric framework for defini...
Fred S. Annexstein, Kenneth A. Berman
SIAMJO
2000
74views more  SIAMJO 2000»
15 years 6 months ago
A Specialized Interior-Point Algorithm for Multicommodity Network Flows
Abstract. Despite the efficiency shown by interior-point methods in large-scale linear programming, they usually perform poorly when applied to multicommodity flow problems. The ne...
Jordi Castro
AC
1998
Springer
15 years 6 months ago
Natural Language Processing: A Human-Computer Interaction Perspective
Natural language processing has been in existence for more than fifty years. During this time, it has significantly contributed to the field of human-computer interaction in terms...
Bill Z. Manaris
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