Addressing concept-evolution in concept-drifting data streams
Mohammad M. Masud, Qing Chen, et al.
ICDM 2010
This installment of Trends & Controversies provides an array of perspectives on the latest research in modeling user behavior. Peng Cui, Huan Liu, Charu Aggarwal, and Fei Wang introduce the field in 'Uncovering and Predicting Human Behaviors.' The essays included are 'Computational Modeling of Complex User Behaviors: Challenges and Opportunities,' by Peng Cui, Huan Liu, Charu Aggarwal, and Fei Wang; 'Non-IID Recommendation Theories and Systems,' by Longbing Cao and Philip S. Yu; 'User Behavior Modeling and Fraud Detection,' by Alex Beutel and Christos Faloutsos; and 'Transfer Learning for Behavior Prediction,' by Weike Pan and Qiang Yang.
Mohammad M. Masud, Qing Chen, et al.
ICDM 2010
Charu Aggarwal, Yao Li, et al.
ICDE 2017
Lingfei Wu, Ian En Hsu Yen, et al.
KDD 2019
Liangtian Wan, Zhengqiang Fu, et al.
IEEE TKDE