Predicting Student Grades in Learning Management Systems with Multiple Instance Learning Genetic Programming.
Amelia ZafraSebastián VenturaPublished in: EDM (2009)
Keyphrases
- multiple instance learning
- learning management systems
- genetic programming
- learning styles
- educational environment
- learning process
- higher education institutions
- multiple instance
- image categorization
- learning objects
- online learning
- online course
- distance learning
- multi class
- e learning
- supervised learning
- higher education
- image annotation
- evolutionary algorithm
- semi supervised
- object based image retrieval
- learning environment
- regression problems
- learning systems
- online education
- statistically significant
- learning experience
- learning materials
- student model
- intelligent tutoring systems
- genetic algorithm
- diverse density
- semi supervised learning
- concept learning
- decision trees
- database
- student learning
- image understanding
- learning resources
- computer vision