Assessing the Impact of Batch-Based Data Aggregation Techniques for Feature Engineering on Machine Learning-Based Network IDSs.
Roberto Magán-CarriónDaniel UrdaIgnacio Díaz-CanoBernabé DorronsoroPublished in: CISIS-ICEUTE (2021)
Keyphrases
- feature engineering
- data aggregation
- machine learning
- wireless sensor networks
- dependency parsing
- text classification
- natural language processing
- sensor networks
- network structure
- sink node
- energy efficient
- intrusion detection system
- computer networks
- speech processing
- pattern recognition
- scheme for wireless sensor networks
- intrusion detection
- communication networks
- feature selection
- energy consumption
- network traffic
- neural network
- labeled data
- learning algorithm
- data mining
- sensor nodes
- energy efficiency
- data transmission
- peer to peer
- semi supervised
- knowledge discovery
- data streams