Machine learning approach to roof fall risks classification in UG mines using Adaboost and XGboost incorporating transfer learning technique.
Jitendra PramanikBijay Kumar PaikaraySingam JayanthuAbhaya Kumar SamalPublished in: Int. J. Reason. based Intell. Syst. (2023)
Keyphrases
- transfer learning
- machine learning
- learning tasks
- machine learning algorithms
- decision trees
- text classification
- learning algorithm
- semi supervised learning
- pattern recognition
- knowledge transfer
- feature selection
- active learning
- cross domain learning
- labeled data
- supervised learning
- cross domain
- support vector
- reinforcement learning
- support vector machine
- multi task learning
- transfer knowledge
- collaborative filtering
- data mining
- label information
- cross domain text classification
- training data
- manifold alignment
- multi class
- multi task
- feature vectors
- association rules
- unlabeled data
- domain adaptation
- target domain
- feature extraction
- data analysis
- feature space
- model selection
- knowledge discovery
- labeled and unlabeled data
- natural language
- class labels
- transferring knowledge
- training samples