Fuzzy-based active learning for predicting student academic performance using autoML: a step-wise approach.
Maria TsiakmakiGeorgios KostopoulosSotiris KotsiantisOmiros RagosPublished in: J. Comput. High. Educ. (2021)
Keyphrases
- step wise
- active learning
- fuzzy sets
- fuzzy logic
- student learning
- learning process
- learning environment
- semi supervised
- training examples
- online discussion forums
- fuzzy set theory
- fuzzy rules
- intelligent tutoring systems
- online course
- learning strategies
- fuzzy controller
- fuzzy clustering
- computer engineering
- batch mode
- selective sampling
- student model
- cost sensitive
- pool based active learning
- relational and xml data
- machine learning
- imbalanced data classification
- faculty members
- experimental design
- tutoring system
- random sampling
- learning styles
- learning algorithm