@inproceedings{fischer:hal-03414730, TITLE = {{Applying AI in Practice: Key Challenges and Lessons Learned}}, AUTHOR = {Fischer, Lukas and Ehrlinger, Lisa and Geist, Verena and Ramler, Rudolf and Sobieczky, Florian and Zellinger, Werner and Moser, Bernhard}, URL = {https://inria.hal.science/hal-03414730}, BOOKTITLE = {{4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE)}}, ADDRESS = {Dublin, Ireland}, 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-12279}, PAGES = {451-471}, YEAR = {2020}, MONTH = Aug, DOI = {10.1007/978-3-030-57321-8\_25}, KEYWORDS = {Machine learning systems ; Data quality ; Domain adaptation ; Hybrid models ; Software engineering ; Embedded systems ; Human centered AI}, PDF = {https://inria.hal.science/hal-03414730/file/497121_1_En_25_Chapter.pdf}, HAL_ID = {hal-03414730}, HAL_VERSION = {v1}, }