Improving Information Systems Sustainability by Applying Machine Learning to Detect and Reduce Data Waste.
Bastin Tony Roy SavarimuthuJacqueline CorbettMuhammad YasirVijaya LakshmiPublished in: Commun. Assoc. Inf. Syst. (2023)
Keyphrases
- machine learning
- information systems
- data sets
- data analysis
- synthetic data
- data processing
- database
- natural language processing
- data sources
- image data
- original data
- statistical methods
- data collection
- neural network
- learning algorithm
- training data
- data structure
- high quality
- knowledge discovery
- computer systems
- raw data
- sensor data
- machine learning algorithms
- high dimensional data
- detection method
- input data
- text mining
- information technology
- sensor networks
- data points