ILA4: Overcoming missing values in machine learning datasets - An inductive learning approach.
Ammar ElhassanSaleh M. Abu-SoudFiras AlghanimWalid A. SalamehPublished in: J. King Saud Univ. Comput. Inf. Sci. (2022)
Keyphrases
- inductive learning
- missing values
- machine learning
- data imputation
- knowledge acquisition
- missing data
- induction algorithms
- incremental learning algorithm
- imputation methods
- incomplete data
- inductive logic programming
- commercial systems
- high dimensional data
- pattern recognition
- data analysis
- data sets
- missing attribute values
- artificial intelligence
- active learning
- expert systems
- feature selection
- database
- supervised learning
- input image
- support vector machine