Ensemble of CNN classifiers using Sugeno Fuzzy Integral Technique for Cervical Cytology Image Classification.
Rohit KunduHritam BasakAkhil KoiladaSoham ChattopadhyaySukanta ChakrabortyNibaran DasPublished in: CoRR (2021)
Keyphrases
- fuzzy integral
- classifier combination
- image classification
- classifier ensemble
- individual classifiers
- base classifiers
- ensemble classifier
- multiple classifier systems
- ensemble learning
- sugeno integral
- fusion method
- svm classifier
- choquet integral
- feature extraction
- majority voting
- training data
- training set
- pattern recognition
- ensemble methods
- fuzzy measures
- decision trees
- classifier fusion
- neural network
- feature selection
- image features
- classification algorithm
- training samples
- rotation invariant
- weak classifiers
- word sense disambiguation
- learning algorithm
- probability estimation
- test data
- machine learning methods
- class labels
- benchmark datasets
- feature set
- multi class
- knn
- classification accuracy
- machine learning