Reservoir characterization through comprehensive modeling of elastic logs prediction in heterogeneous rocks using unsupervised clustering and class-based ensemble machine learning.
Muhammad AliPeimin ZhuRen JiangMa HuolinMuhsan EhsanWakeel HussainHao ZhangUmar AshrafJared UllaahPublished in: Appl. Soft Comput. (2023)
Keyphrases
- unsupervised clustering
- machine learning
- supervised classification
- prediction accuracy
- learning algorithm
- clustering method
- supervised learning
- image segmentation
- unsupervised learning
- ensemble methods
- machine learning methods
- natural language processing
- spectral clustering
- data analysis
- decision trees
- clustering algorithm
- neural network
- data representation
- semi supervised clustering
- learning tasks
- information extraction
- k means
- pairwise
- training set
- feature selection
- data mining