@inproceedings{malle:hal-01677128, TITLE = {{DO NOT DISTURB? Classifier Behavior on Perturbed Datasets}}, AUTHOR = {Malle, Bernd and Kieseberg, Peter and Holzinger, Andreas}, URL = {https://inria.hal.science/hal-01677128}, NOTE = {Part 3: MAKE Privacy}, BOOKTITLE = {{1st International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE)}}, ADDRESS = {Reggio, Italy}, EDITOR = {Andreas Holzinger and Peter Kieseberg and A Min Tjoa and Edgar Weippl}, PUBLISHER = {{Springer International Publishing}}, SERIES = {Machine Learning and Knowledge Extraction}, VOLUME = {LNCS-10410}, PAGES = {155-173}, YEAR = {2017}, MONTH = Aug, DOI = {10.1007/978-3-319-66808-6\_11}, KEYWORDS = {Machine learning ; Knowledge bases ; Right to be forgotten ; Perturbation ; K-anonymity ; SaNGreeA ; Information loss ; Cost weighing vector ; Multi-class classification ; Outlier analysis ; Variance-sensitive analysis}, PDF = {https://inria.hal.science/hal-01677128/file/456304_1_En_11_Chapter.pdf}, HAL_ID = {hal-01677128}, HAL_VERSION = {v1}, }