- Analysis of the KDD Cup 2009: Fast Scoring on a Large Orange Customer Database
- Isabelle Guyon, Vincent Lemaire, Marc Boullé, Gideon Dror and David Vogel;
7: 1-22, 2009.
[abs] [pdf]
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- Winning the KDD Cup Orange Challenge with Ensemble Selection
- Alexandru Niculescu-Mizil, Claudia Perlich,
Grzegorz Swirszcz, Vikas Sindhwani, Yan Liu, Prem Melville,
Dong Wang, Jing Xiao, Jianying Hu, Moninder Singh, Wei Xiong
Shang and Yan Feng Zhu ; 7: 23-34, 2009.
[abs] [pdf]
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- A Combination of Boosting and Bagging for KDD Cup 2009 -
Fast Scoring on a Large Database
- Jianjun Xie, Viktoria Rojkova, Siddharth Pal
and Stephen Coggeshall ; 7: 35-43, 2009.
[abs] [pdf]
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- Predicting customer behaviour: The University of
Melbourne's KDD Cup report
- Hugh Miller, Sandy Clarke, Stephen Lane, Andrew Lonie,
David Lazaridis, Slave Petrovski and Owen Jones; 7: 45-55, 2009.
[abs] [pdf]
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- An Ensemble of Three Classifiers for KDD Cup 2009: Expanded
Linear Model, Heterogeneous Boosting, and Selective Naive Bayes
- Hung-Yi Lo, Kai-Wei Chang, Shang-Tse Chen,
Tsung-Hsien Chiang, Chun- Sung Ferng, Cho-Jui Hsieh, Yi-Kuang Ko,
Tsung-Ting Kuo, Hung-Che Lai, Ken-Yi Lin, Chia-Hsuan Wang,
Hsiang-Fu Yu, Chih-Jen Lin, Hsuan-Tien Lin and Shou-de Lin
; 7: 57-64, 2009.
[abs] [pdf]
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- KDD Cup 2009 @ Budapest: feature partitioning and boosting
- Miklós Kurucz, Dávid Siklósi,
István Bíró, Péter Csizsek, Zsolt Fekete,
Róbert Iwatt, Tamás Kiss and Adrienn Szabó ; 7: 65-75, 2009.
[abs] [pdf]
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- Logistic Model Trees with AUC Split Criterion for the KDD
Cup 2009 Small Challenge
- Patrick Doetsch, Christian Buck, Pavlo Golik, Niklas Hoppe,
Michael Kramp, Johannes Laudenberg, Christian Oberdörfer,
Pascal Steingrube, Jens Forster and Arne Mauser ; 7: 77-88, 2009.
[abs] [pdf]
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- Classification of Imbalanced Marketing Data with Balanced Random Sets
- Vladimir Nikulin and Geoffrey J. McLachlan ; 7: 89-100, 2009.
[abs] [pdf]
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- Application of Additive Groves Ensemble with Multiple
Counts Feature Evaluation to KDD Cup'09 Small Data Set
- Daria Sorokina; 7: 101-109, 2009.
[abs] [pdf]
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- Accelerating AdaBoost using UCB
- Róbert Busa-Fekete and Balázs Kégl
; 7: 111-122, 2009.
[abs] [pdf]
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