CONSS: Contrastive Learning Method for Semisupervised Seismic Facies Classification.
Kewen LiWenlong LiuYimin DouZhi-Feng XuHongjie DuanRuilin JingPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2023)
Keyphrases
- transductive learning
- unsupervised learning
- classification method
- preprocessing
- semi supervised
- prior knowledge
- classification accuracy
- machine learning
- training phase
- learning scheme
- training process
- pattern classification
- support vector machine svm
- supervised learning
- supervised learning algorithms
- classification process
- learning algorithm
- roc curve
- incremental learning
- reinforcement learning
- machine learning methods
- cross validation
- detection method
- model selection
- decision rules
- objective function
- clustering method
- pairwise
- training samples
- multi task
- training data
- knn
- similarity measure
- feature set
- labeled and unlabeled data
- support vector machine
- neural network