Device-free localization using an ensemble of classifiers with a tapped delay line.
Chih-Chang YuWan-Hsin HsuYi-Yuan ChiangPublished in: ICCE-TW (2014)
Keyphrases
- ensemble learning
- ensemble classifier
- classifier ensemble
- multiple classifiers
- ensemble pruning
- training data
- training set
- majority voting
- class label noise
- final classification
- individual classifiers
- combining classifiers
- randomized trees
- ensemble methods
- decision tree classifiers
- weighted voting
- accurate classifiers
- majority vote
- training samples
- support vector
- ensemble classification
- ensemble members
- mining concept drifting data streams
- neural network
- trained classifiers
- feature selection
- data sets
- diversity measures
- bias variance decomposition
- weak learners
- test set
- feature ranking
- random forests
- text categorization
- one class support vector machines
- base classifiers
- binary classification problems
- imbalanced data
- decision trees
- multiple classifier systems
- random forest
- training examples
- classifier combination
- machine learning methods
- rule induction algorithm
- publicly available data sets
- generalization ability
- feature set
- weak classifiers
- supervised learning
- classification models
- individual features
- classification systems
- learning algorithm
- binary classifiers
- pruning method