Classification of White Blood Cells with PatternNet-fused Ensemble of Convolutional Neural Networks (PECNN).
Justin L. WangAnthony Y. LiMichelle HuangAli K. IbrahimHanqi ZhuangAli Muhamed AliPublished in: ISSPIT (2018)
Keyphrases
- convolutional neural networks
- white blood cells
- training set
- feature extraction
- text classification
- neural network
- pattern recognition
- ensemble classifier
- classification accuracy
- classification method
- automatic recognition
- image classification
- classification scheme
- classification models
- majority voting
- multiple classifiers
- feature space
- binary classification problems
- accurate classifiers
- final classification
- classification systems
- ensemble classification
- machine learning methods
- generalization ability
- data sets
- classification algorithm
- data fusion
- ensemble learning
- machine learning
- decision trees
- support vector
- training data
- acute leukemia
- concept drifting data streams
- combining classifiers
- multiscale
- dynamic programming
- imbalanced data
- training samples
- support vector machine svm