@inproceedings{bartkowiak:hal-01444479, TITLE = {{Probabilistic Principal Components and Mixtures, How This Works}}, AUTHOR = {Bartkowiak, Anna M. and Zimroz, Radoslaw}, URL = {https://inria.hal.science/hal-01444479}, NOTE = {Part 1: Full Keynote and Invited Papers}, BOOKTITLE = {{14th Computer Information Systems and Industrial Management (CISIM)}}, ADDRESS = {Warsaw, Poland}, EDITOR = {Khalid Saeed and Wladyslaw Homenda}, PUBLISHER = {{Springer}}, SERIES = {Computer Information Systems and Industrial Management}, VOLUME = {LNCS-9339}, PAGES = {24-35}, YEAR = {2015}, MONTH = Sep, DOI = {10.1007/978-3-319-24369-6\_2}, KEYWORDS = {Probabilistic principal components ; Multi-variate normal distribution ; Mixture models ; Un-mixing multivariate data ; Condition monitoring ; Gearbox diagnostics ; Healthy state ; Probabilities a posteriori ; Outliers}, PDF = {https://inria.hal.science/hal-01444479/file/978-3-319-24369-6_2_Chapter.pdf}, HAL_ID = {hal-01444479}, HAL_VERSION = {v1}, }