Multi-Fault and Severity Diagnosis for Self-Organizing Networks Using Deep Supervised Learning and Unsupervised Transfer Learning.
Kuan-Fu ChenMing-Chun LeeChia-Hung LinWan-Chi YehTa-Sung LeePublished in: IEEE Trans. Wirel. Commun. (2024)
Keyphrases
- transfer learning
- supervised learning
- labeled data
- learning tasks
- semi supervised learning
- fault diagnosis
- active learning
- fault detection
- reinforcement learning
- unsupervised learning
- semi supervised
- unlabeled data
- machine learning
- learning algorithm
- knowledge transfer
- training data
- neural network
- training set
- structure learning
- learning problems
- multi task learning
- cross domain
- fault models
- domain adaptation
- labeled training data
- manifold alignment
- training samples
- class labels
- multi task
- machine learning algorithms
- training examples
- text classification
- text categorization
- target domain
- co training
- multiple instance learning
- network structure
- text mining
- collaborative filtering
- transfer knowledge
- transferring knowledge
- expert systems
- information retrieval
- algorithmic information theory