Small Data Challenges in Big Data Era: A Survey of Recent Progress on Unsupervised and Semi-Supervised Methods.
Guo-Jun QiJiebo LuoPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2022)
Keyphrases
- big data
- recent progress
- data processing
- data analysis
- data management
- data sets
- knowledge discovery
- social media
- small number
- database
- cloud computing
- machine learning
- data analytics
- data sources
- data model
- prior knowledge
- training data
- supervised methods
- information extraction
- active learning
- object oriented
- labeled data
- data warehousing
- big data analytics