Data Quality in Edge Machine Learning: A State-of-the-Art Survey.
Mohammed Djameleddine BelgoumriMohamed Reda BouadjenekSunil AryalHakim HacidPublished in: CoRR (2024)
Keyphrases
- data quality
- machine learning
- quality management
- data preparation
- data warehouse
- quality assessment
- data cleansing
- data transformation
- data mining
- data confidentiality
- data privacy
- data cleaning
- information loss
- edge detection
- poor quality
- data analysis
- text mining
- information extraction
- privacy preservation
- decision trees
- feature selection
- learning algorithm
- privacy guarantees
- knowledge discovery
- image quality
- active learning
- natural resources
- data sets