Session B8: Streaming
Session Chair: Albert Bifet (Télécom ParisTech, France)
REGULAR PAPERS:
DM418 “KNN classifier with self adjusting memory for heterogeneous concept drift”
Viktor Losing, Barbara Hammer, and Heiko Wersing
DM706 “Streaming Model Selection via Online Factorized Asymptotic Bayesian Inference”
Liu Chunchen, Feng Lu, and Ryohei Fujimaki
DM727 “ConTrack: A Scalable Method For Tracking Multiple Concepts In Large Scale Multidimensional Data”
Ali Zonoozi, Qirong Ho, Shonali Krishnaswamy, and Gao Cong
SHORT PAPERS:
DM602 “ROM: A Robust Online Multi-Task Learning Approach”
CHI ZHANG, PEILIN ZHAO, Shuji Hao, YENG CHAI SOH, and BU SUNG LEE
DM676 “Multi-Label Learning with Emerging New Labels”
Yue Zhu, Kai-Ming Ting, and Zhi-Hua Zhou
DM243 “EXTRACT: Strong Examples from Weakly-Labeled Sensor Data”
Davis Blalock and John Guttag
DM456 “Spell: Streaming Parsing of System Event Logs”
Min Du and Feifei Li