Zubin Abraham

Publication Activity (10 Years)

Years Active: 2008-2019
Publications (10 Years): 4

Top Topics

Drift Detection

Data Distribution

Top Venues

Stat. Anal. Data Min.

Publications

Shujian Yu, Zubin Abraham, Heng Wang, Mohak Shah, Yantao Wei, José C. Príncipe
Concept drift detection and adaptation with hierarchical hypothesis testing. J. Frankl. Inst. 356 (5) (2019)
Xi Liu, Pang-Ning Tan, Zubin Abraham, Lifeng Luo, Pouyan Hatami
Distribution Preserving Multi-task Regression for Spatio-Temporal Data. ICDM (2018)
Shujian Yu, Zubin Abraham
Concept Drift Detection with Hierarchical Hypothesis Testing. SDM (2017)
Shujian Yu, Zubin Abraham, Heng Wang, Mohak Shah, José C. Príncipe
Concept Drift Detection and Adaptation with Hierarchical Hypothesis Testing. CoRR (2017)
Heng Wang, Zubin Abraham
Concept drift detection for streaming data. IJCNN (2015)
Heng Wang, Zubin Abraham
Concept Drift Detection for Imbalanced Stream Data. CoRR (2015)
Zubin Abraham, Pang-Ning Tan, Perdinan, Julie A. Winkler, Shiyuan Zhong, Malgorzata Liszewska
Contour regression: A distribution-regularized regression framework for climate modeling. Stat. Anal. Data Min. 7 (4) (2014)
Zubin Abraham, Pang-Ning Tan, Perdinan, Julie Winkler, Shiyuan Zhong, Malgorzata Liszewska
Position Preserving Multi-Output Prediction. ECML/PKDD (2) (2013)
Zubin Abraham, Malgorzata Liszewska, Perdinan, Pang-Ning Tan, Julie Winkler, Shiyuan Zhong
Distribution Regularized Regression Framework for Climate Modeling. SDM (2013)
Fan Xin, Zubin Abraham
Extreme Value Prediction for Zero-Inflated Data. PAKDD (1) (2012)
Zubin Abraham, Pang-Ning Tan, Fan Xin
Smoothed Quantile Regression for Statistical Downscaling of Extreme Events in Climate Modeling. CIDU (2011)
Zubin Abraham, Pang-Ning Tan
An Integrated Framework for Simultaneous Classification and Regression of Time-Series Data. SDM (2010)
Zubin Abraham, Pang-Ning Tan
A Semi-supervised Framework for Simultaneous Classification and Regression of Zero-Inflated Time Series Data with Application to Precipitation Prediction. ICDM Workshops (2009)
Kanthakumar Pongaliur, Zubin Abraham, Alex X. Liu, Li Xiao, Leo C. Kempel
Securing Sensor Nodes Against Side Channel Attacks. HASE (2008)