@inproceedings{borowska:hal-01637478,
  TITLE = {{Imbalanced Data Classification: A Novel Re-sampling Approach Combining Versatile Improved SMOTE and Rough Sets}},
  AUTHOR = {Borowska, Katarzyna and Stepaniuk, Jaroslaw},
  URL = {https://inria.hal.science/hal-01637478},
  NOTE = {Part 2: Rough Set Methods for Big Data Analytics},
  BOOKTITLE = {{15th IFIP International Conference on Computer Information Systems and Industrial Management (CISIM)}},
  ADDRESS = {Vilnius, Lithuania},
  EDITOR = {Khalid Saeed and Wladyslaw Homenda},
  PUBLISHER = {{Springer International Publishing}},
  SERIES = {Computer Information Systems and Industrial Management},
  VOLUME = {LNCS-9842},
  PAGES = {31-42},
  YEAR = {2016},
  MONTH = Sep,
  DOI = {10.1007/978-3-319-45378-1\_4},
  KEYWORDS = {Data preprocessing ; Class imbalance ; Rough sets ; SMOTE ; Oversampling ; Undersampling},
  PDF = {https://inria.hal.science/hal-01637478/file/419526_1_En_4_Chapter.pdf},
  HAL_ID = {hal-01637478},
  HAL_VERSION = {v1},
}