Combining integrated sampling with SVM ensembles for learning from imbalanced datasets

[Lecture Notes in Computer Science] Adva

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 6635 || Margin-Based Over-Sampling Method for Learning from Imbalanced Datasets

✍ Huang, Joshua Zhexue; Cao, Longbing; Srivastava, Jaideep 📂 Article 📅 2011 🏛 Springer Berlin Heidelberg 🌐 English ⚖ 328 KB

The two-volume set LNAI 6634 and 6635 constitutes the refereed proceedings of the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2011, held in Shenzhen, China in May 2011. The total of 32 revised full papers and 58 revised short papers were carefully reviewed and selected