The Curse of Sensing: Survey of techniques and challenges to cope with sparse and dense data in mobile crowd sensing for Internet of Things.
Federico MontoriPrem Prakash JayaramanAli YavariAlireza HassaniDimitrios GeorgakopoulosPublished in: Pervasive Mob. Comput. (2018)
Keyphrases
- data collection
- data sets
- high dimensional data
- data analysis
- data acquisition
- data processing
- mobile devices
- real time
- database
- image data
- end users
- knowledge discovery
- crowd sourced
- synthetic data
- sensor networks
- data sources
- high dimensional
- data mining techniques
- principal component analysis
- sparse representation
- original data
- data quality
- survey data
- quantitative data
- training data