SMOTEBoost: Improving Prediction of the Minority Class in Boosting

Nitesh V. Chawla, Aleksandar Lazarevic, Lawrence O. Hall, Kevin W. Bowyer. SMOTEBoost: Improving Prediction of the Minority Class in Boosting. In Nada Lavrac, Dragan Gamberger, Hendrik Blockeel, Ljupco Todorovski, editors, Knowledge Discovery in Databases: PKDD 2003, 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings. Volume 2838 of Lecture Notes in Computer Science, pages 107-119, Springer, 2003. [doi]

@inproceedings{ChawlaLHB03,
  title = {SMOTEBoost: Improving Prediction of the Minority Class in Boosting},
  author = {Nitesh V. Chawla and Aleksandar Lazarevic and Lawrence O. Hall and Kevin W. Bowyer},
  year = {2003},
  url = {http://springerlink.metapress.com/openurl.asp?genre=article&issn=0302-9743&volume=2838&spage=107},
  researchr = {https://researchr.org/publication/ChawlaLHB03},
  cites = {0},
  citedby = {0},
  pages = {107-119},
  booktitle = {Knowledge Discovery in Databases: PKDD 2003, 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings},
  editor = {Nada Lavrac and Dragan Gamberger and Hendrik Blockeel and Ljupco Todorovski},
  volume = {2838},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {3-540-20085-1},
}