Classification and novel class detection in concept-drifting data streams under time constraints

M Masud, J Gao, L Khan, J Han… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
Most existing data stream classification techniques ignore one important aspect of stream
data: arrival of a novel class. We address this issue and propose a data stream classification …

Classification and Novel Class Detection in Concept-Drifting Data Streams under Time Constraints

MM Masud, J Gao, L Khan, J Han… - IEEE Transactions on …, 2011 - infona.pl
Most existing data stream classification techniques ignore one important aspect of stream
data: arrival of a novel class. We address this issue and propose a data stream classification …

[PDF][PDF] Classification and Novel Class Detection in Concept-Drifting Data Streams under Time Constraints

MM Masud, J Gao, L Khan, J Han, B Thuraisingham - utdallas.edu
Most existing data stream classification techniques ignore one important aspect of stream
data: arrival of a novel class. We address this issue, and propose a data stream …

[PDF][PDF] Classification and Novel Class Detection in Concept-Drifting Data Streams under Time Constraints

MM Masud, J Gao, L Khan, J Han, B Thuraisingham - c3.ndc.nasa.gov
Most existing data stream classification techniques ignore one important aspect of stream
data: arrival of a novel class. We address this issue, and propose a data stream …

Classification and Novel Class Detection in Concept-Drifting Data Streams under Time Constraints

M Masud, J Gao, L Khan, J Han… - IEEE Transactions on …, 2011 - dl.acm.org
Most existing data stream classification techniques ignore one important aspect of stream
data: arrival of a novel class. We address this issue and propose a data stream classification …

[PDF][PDF] Classification and Novel Class Detection in Concept-Drifting Data Streams under Time Constraints

MM Masud, J Gao, L Khan, J Han, B Thuraisingham - scholar.archive.org
Most existing data stream classification techniques ignore one important aspect of stream
data: arrival of a novel class. We address this issue, and propose a data stream …

Classification and novel class detection in concept-drifting data streams under time constraints

M Masud, J Gao, L Khan, J Han… - IEEE Transactions on …, 2011 - experts.illinois.edu
Most existing data stream classification techniques ignore one important aspect of stream
data: arrival of a novel class. We address this issue and propose a data stream classification …

[PDF][PDF] Classification and Novel Class Detection in Concept-Drifting Data Streams under Time Constraints

MM Masud, J Gao, L Khan, J Han… - … ON KNOWLEDGE AND …, 2011 - academia.edu
Most existing data stream classification techniques ignore one important aspect of stream
data: arrival of a novel class. We address this issue and propose a data stream classification …

Classification and novel class detection in concept-drifting data streams under time constraints

M Masud, J Gao, L Khan, J Han… - … on Knowledge and …, 2011 - research.uaeu.ac.ae
Most existing data stream classification techniques ignore one important aspect of stream
data: arrival of a novel class. We address this issue and propose a data stream classification …

Classification and Novel Class Detection in Concept-Drifting Data Streams under Time Constraints

MM Masud, J Gao, L Khan, J Han… - IEEE Transactions on …, 2011 - computer.org
Most existing data stream classification techniques ignore one important aspect of stream
data: arrival of a novel class. We address this issue and propose a data stream classification …