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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
IEE
2002
72views more  IEE 2002»
15 years 6 months ago
Making inferences with small numbers of training sets
This paper discusses a potential methodological problem with empirical studies assessing project effort prediction systems. Frequently a hold-out strategy is deployed so that the ...
Colin Kirsopp, Martin J. Shepperd
IEE
2002
92views more  IEE 2002»
15 years 6 months ago
Comparison of Web size measures for predicting Web design and authoring effort
: Software practitioners recognise the importance of realistic estimates of effort for the successful management of software projects, the Web being no exception. Estimates are nec...
Emilia Mendes, Nile Mosley, Steve Counsell
IEPOL
2002
51views more  IEPOL 2002»
15 years 6 months ago
The software industry and India's economic development
: This paper assesses the contribution of software to India's economic development paying particular attention to the role of the software in the absorption of labour and the ...
Ashish Arora, Suma Athreye
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