Fine-Grain Knowledge Transfer-based Multitask Particle Swarm Optimization with Dual Clustering-based Task Generation for High-Dimensional Feature Selection.
Xin-Yu WangQi-Te YangYi JiangKay Chen TanJun ZhangZhi-Hui ZhanPublished in: GECCO (2024)
Keyphrases
- multi task
- knowledge transfer
- fine grain
- transfer learning
- learning tasks
- high dimensional
- coarse grain
- feature selection
- multi task learning
- multitask learning
- parallel computation
- multiple tasks
- feature space
- dimensionality reduction
- labeled data
- learning algorithm
- machine learning
- learning problems
- reinforcement learning
- text categorization
- gaussian processes
- collaborative filtering
- text classification
- distributed memory
- multi class
- knowledge sharing
- data points
- classification accuracy
- active learning
- machine learning algorithms
- semi supervised learning
- feature set
- text mining
- feature extraction
- nested transactions
- case study
- mutual information