UMUTeam at DA-VINCIS 2022: Aggressive and Violent Classification using Knowledge Integration and Ensemble Learning.
José Antonio García-DíazSalud María Jiménez ZafraMiguel Ángel Rodríguez-GarcíaRafael Valencia-GarcíaPublished in: IberLEF@SEPLN (2022)
Keyphrases
- ensemble learning
- knowledge integration
- generalization ability
- ensemble classifier
- ensemble methods
- support vector machine svm
- weak learners
- decision trees
- feature extraction
- classification accuracy
- support vector
- feature selection
- feature vectors
- image classification
- training set
- random forest
- science learning
- neural network
- base classifiers
- multiple representations
- training samples
- svm classifier
- text classification
- supervised learning
- support vector machine
- pattern recognition
- learning algorithm
- classification algorithm
- bp neural network
- learning systems
- benchmark datasets
- unlabeled data
- machine learning