Pre-Processing

Pre-processing operations are performed on collected data before analytics. We divide pre-processing into raw data and filtering, and denoising categories.

Capponi, A.; Fiandrino, C.; Kantarci, B.; Foschini, L.; Kliazovich, D.; Bouvry, P. A Survey on Mobile Crowdsensing Systems: Challenges, Solutions, and Opportunities. IEEE Communications Surveys Tutorials 2019, 21, 2419–2465, doi:10.1109/COMST.2019.2914030.