Enhanced-KNN (M-KNN) based outlier detection and sensor data aggregation for large data streams in the IoT-cloud.
Y. R. Sampath KumarH. N. ChampaPublished in: Int. J. Internet Protoc. Technol. (2022)
Keyphrases
- knn
- outlier detection
- data streams
- sensor networks
- data aggregation
- k nearest neighbor
- sensor data
- detecting outliers
- nearest neighbor
- cloud computing
- wireless sensor networks
- sensor nodes
- k nearest neighbour
- text categorization
- concept drift
- distance function
- detect outliers
- energy efficient
- energy consumption
- classification algorithm
- text classification
- data distribution
- knn algorithm
- feature selection
- similarity search
- data sets
- range queries
- support vector machine
- knowledge discovery
- neural network
- base station
- data center
- data mining
- supervised learning