@inproceedings{borowska:hal-01656246, TITLE = {{Rough Sets in Imbalanced Data Problem: Improving Re--sampling Process}}, AUTHOR = {Borowska, Katarzyna and Stepaniuk, Jaroslaw}, URL = {https://inria.hal.science/hal-01656246}, NOTE = {Part 6: Modelling and Optimization}, BOOKTITLE = {{16th IFIP International Conference on Computer Information Systems and Industrial Management (CISIM)}}, ADDRESS = {Bialystok, Poland}, EDITOR = {Khalid Saeed and Wladyslaw Homenda and Rituparna Chaki}, PUBLISHER = {{Springer International Publishing}}, SERIES = {Computer Information Systems and Industrial Management}, VOLUME = {LNCS-10244}, PAGES = {459-469}, YEAR = {2017}, MONTH = Jun, DOI = {10.1007/978-3-319-59105-6\_39}, KEYWORDS = {Data preprocessing ; Class imbalance ; Rough sets ; SMOTE ; Oversampling ; Undersampling}, PDF = {https://inria.hal.science/hal-01656246/file/448933_1_En_39_Chapter.pdf}, HAL_ID = {hal-01656246}, HAL_VERSION = {v1}, }