Local outlier detection for data streams in sensor networks: Revisiting the utility problem invited paper.
Mahsa SalehiChristopher LeckieJames C. BezdekTharshan VaithianathanPublished in: ISSNIP (2015)
Keyphrases
- outlier detection
- sensor networks
- data streams
- invited paper
- sensor data
- environmental monitoring
- fraud detection
- concept drift
- resource constrained
- streaming data
- energy consumption
- energy efficient
- density estimation
- sensor nodes
- communication cost
- density ratio estimation
- underwater acoustic
- data distribution
- detecting outliers
- data sets
- itemsets
- detect outliers
- credit card fraud detection
- distance based outlier detection
- communication bandwidth
- mobile sensor networks
- routing protocol
- pairwise
- artificial intelligence
- machine learning
- real world
- sensor readings
- sensor web
- wireless networks
- detection algorithm
- wireless sensor networks
- computer vision
- outlier mining