An Application of Transfer Learning and Ensemble Learning Techniques for Cervical Histopathology Image Classification.
Dan XueXiaomin ZhouChen LiYudong YaoMd Mamunur RahamanJinghua ZhangHao ChenJinpeng ZhangShouliang QiHongzan SunPublished in: IEEE Access (2020)
Keyphrases
- transfer learning
- ensemble learning
- image classification
- unlabeled data
- labeled data
- learning tasks
- generalization ability
- cross domain
- ensemble methods
- semi supervised
- semi supervised learning
- reinforcement learning
- feature extraction
- active learning
- random forest
- text classification
- multi label
- structure learning
- image features
- collaborative filtering
- text categorization
- multi task
- machine learning
- learning algorithm
- supervised learning
- feature selection
- data sets
- concept drift
- base classifiers
- machine learning algorithms
- data points
- svm classifier
- prediction accuracy
- neural network
- target domain
- training data
- high dimensional
- prior knowledge
- benchmark datasets