A binary-classification-tree based framework for distributed target classification in multimedia sensor networks.
Liang LiuAnlong MingHuadong MaXi ZhangPublished in: INFOCOM (2012)
Keyphrases
- sensor networks
- binary classification
- communication cost
- mobile sensor networks
- support vector
- wireless sensor networks
- sensor data
- support vector machine
- multi class classification
- classification accuracy
- energy consumption
- decision trees
- binary classifiers
- heterogeneous sensor networks
- multi class
- text classification
- underwater acoustic
- learning problems
- cost sensitive
- data streams
- feature space
- sensor nodes
- machine learning
- communication bandwidth
- class imbalance
- prediction accuracy
- multi label
- image classification
- feature vectors
- cross validation
- svm classifier
- benchmark datasets
- feature extraction
- text categorization