Fuzzy ensemble of deep learning models using choquet fuzzy integral, coalition game and information theory for breast cancer histology classification.
Pratik BhowalSubhankar SenJuan D. VelásquezRam SarkarPublished in: Expert Syst. Appl. (2022)
Keyphrases
- fuzzy integral
- information theory
- breast cancer
- learning models
- classifier combination
- classification models
- fuzzy measures
- choquet integral
- information theoretic
- machine learning algorithms
- machine learning
- classifier ensemble
- learning algorithm
- rotation invariant
- logistic regression
- feature selection
- ensemble classifier
- base classifiers
- semi supervised learning
- loss function
- training data
- pattern recognition
- decision trees
- classification accuracy
- fusion method
- neural network
- support vector
- learning tasks
- training set
- feature vectors
- text classification
- feature extraction
- supervised learning
- support vector machine
- ensemble methods
- learning problems
- feature set
- fuzzy logic