Improving Student Performance Prediction Using a PCA-based Cuckoo Search Neural Network Algorithm.
Maria AliMuhammad Daniyal LiaquatMuhammad Nouman AttaAbdullah KhanSaima Anwar LashariDzati Athiar RamliPublished in: KES (2023)
Keyphrases
- neural network
- learning algorithm
- times faster
- detection algorithm
- k means
- computational cost
- similarity measure
- objective function
- cost function
- dynamic programming
- high accuracy
- prediction error
- improved algorithm
- optimization algorithm
- segmentation algorithm
- probabilistic model
- input data
- experimental evaluation
- np hard
- matching algorithm
- convergence rate
- preprocessing
- prediction algorithm
- principal component analysis
- particle swarm optimization
- support vector machine svm
- significant improvement
- principal components
- image segmentation
- nearest neighbour