Façade defects classification from imbalanced dataset using meta learning-based convolutional neural network.
Jingjing GuoQian WangYiting LiPengkun LiuPublished in: Comput. Aided Civ. Infrastructure Eng. (2020)
Keyphrases
- meta learning
- convolutional neural network
- imbalanced datasets
- decision trees
- machine learning algorithms
- model selection
- classification accuracy
- face detection
- feature selection
- machine learning
- learning tasks
- supervised learning
- feature extraction
- feature vectors
- data mining
- support vector machine
- classification algorithm
- neural network
- rare class
- inductive learning
- support vector
- training set
- image classification
- feature space
- class labels
- text classification
- base classifiers
- class distribution
- cost sensitive learning
- object detection
- knowledge acquisition
- reinforcement learning
- face recognition
- nearest neighbor