Learning to Rank from Concept-Drifting Network Data Streams.
Lucrezia MacchiaMichelangelo CeciDonato MalerbaPublished in: DEXA (1) (2012)
Keyphrases
- learning to rank
- data streams
- mining concept drifting data streams
- stream data
- mining data streams
- concept drifting
- ranking functions
- information retrieval
- streaming data
- loss function
- sliding window
- concept drift
- network traffic
- ranking svm
- stream data mining
- document retrieval
- data sets
- sensor data
- collaborative filtering
- concept drifting data streams
- retrieval systems
- web search
- supervised learning
- change detection
- test collection
- non stationary
- language model
- learning to rank algorithms
- sensor networks
- data mining