Volume 7, December 2009
Proceedings of KDD-Cup 2009 competition
June 28, 2009, Paris, France
- Isabelle Guyon, Vincent Lemaire, Marc Boullé, Gideon Dror, David Vogel:
Analysis of the KDD Cup 2009: Fast Scoring on a Large Orange Customer Database.
1-22
- Alexandru Niculescu-Mizil, Claudia Perlich, Grzegorz Swirszcz, Vikas Sindhwani, Yan Liu, Prem Melville, Dong Wang, Jing Xiao, Jianying Hu, Moninder Singh, Wei Xiong Shang, Yan Feng Zhu:
Winning the KDD Cup Orange Challenge with Ensemble Selection.
23-34
- Jianjun Xie, Viktoria Rojkova, Siddharth Pal, Stephen Coggeshall:
A Combination of Boosting and Bagging for KDD Cup 2009 - Fast Scoring on a Large Database.
35-43
- Hugh Miller, Sandy Clarke, Stephen Lane, Andrew Lonie, David Lazaridis, Slave Petrovski, Owen Jones:
Predicting customer behaviour: The University of Melbourne's KDD Cup report.
45-55
- 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, Shou-De Lin:
An Ensemble of Three Classifiers for KDD Cup 2009: Expanded Linear Model, Heterogeneous Boosting, and Selective Naive Bayes.
57-64
- Miklós Kurucz, Dávid Siklósi, István Bíró, Péter Csizsek, Zsolt Fekete, Róbert Iwatt, Tamás Kiss, Adrienn Szabó:
KDD Cup 2009 @ Budapest: feature partitioning and boosting.
65-75
- Patrick Doetsch, Christian Buck, Pavlo Golik, Niklas Hoppe, Michael Kramp, Johannes Laudenberg, Christian Oberdörfer, Pascal Steingrube, Jens Forster, Arne Mauser:
Logistic Model Trees with AUC Split Criterion for the KDD Cup 2009 Small Challenge.
77-88
- Vladimir Nikulin, Geoffrey J. McLachlan:
Classification of Imbalanced Marketing Data with Balanced Random Sets.
89-100
- Daria Sorokina:
Application of Additive Groves Ensemble with Multiple Counts Feature Evaluation to KDD Cup'09 Small Data Set.
101-109
- Róbert Busa-Fekete, Balázs Kégl:
Accelerating AdaBoost using UCB.
111-122
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