@inproceedings{blancojusticia:hal-02520062, TITLE = {{Machine Learning Explainability Through Comprehensible Decision Trees}}, AUTHOR = {Blanco-Justicia, Alberto and Domingo-Ferrer, Josep}, URL = {https://inria.hal.science/hal-02520062}, BOOKTITLE = {{3rd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE)}}, ADDRESS = {Canterbury, United Kingdom}, 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-11713}, PAGES = {15-26}, YEAR = {2019}, MONTH = Aug, DOI = {10.1007/978-3-030-29726-8\_2}, KEYWORDS = {Explainability ; Machine learning ; Data protection ; Microaggregation ; Privacy}, PDF = {https://inria.hal.science/hal-02520062/file/485369_1_En_2_Chapter.pdf}, HAL_ID = {hal-02520062}, HAL_VERSION = {v1}, }