A Distributed Support Vector Machine Learning Over Wireless Sensor Networks.
Woojin KimMilos S. StankovicKarl Henrik JohanssonH. Jin KimPublished in: IEEE Trans. Cybern. (2015)
Keyphrases
- machine learning
- wireless sensor networks
- support vector
- support vector machine
- feature selection
- distributed systems
- multi agent
- kernel methods
- cooperative
- distributed environment
- machine learning algorithms
- sensor networks
- energy consumption
- learning machines
- cross validation
- sensor nodes
- computer networks
- lightweight
- fault tolerant
- energy efficient
- pattern recognition
- routing algorithm
- base station
- data mining
- environmental monitoring
- logistic regression
- machine learning methods
- kernel function
- training data
- data aggregation
- multi hop
- multi class classification
- information extraction
- explanation based learning
- text mining
- binary classification
- energy efficiency
- peer to peer
- text classification
- knowledge acquisition
- loss function
- learning problems
- learning tasks