Securing Sensor Nodes Against Side Channel Attacks. - Kanthakumar Pongaliur; Zubin Abraham; Alex X. Liu; Li Xiao 001; Leo C. Kempel (HASE, 2008)

A Semi-supervised Framework for Simultaneous Classification and Regression of Zero-Inflated Time Series Data with Application to Precipitation Prediction. - Zubin Abraham; Pang-Ning Tan (ICDM Workshops, 2009)

An Integrated Framework for Simultaneous Classification and Regression of Time-Series Data. - Zubin Abraham; Pang-Ning Tan (SDM, 2010)

Smoothed Quantile Regression for Statistical Downscaling of Extreme Events in Climate Modeling. - Zubin Abraham; Pang-Ning Tan; Fan Xin (CIDU, 2011)

Extreme Value Prediction for Zero-Inflated Data. - Fan Xin; Zubin Abraham (PAKDD (1), 2012)

Position Preserving Multi-Output Prediction. - Zubin Abraham; Pang-Ning Tan; Perdinan; Julie Winkler; Shiyuan Zhong; Malgorzata Liszewska (ECML/PKDD (2), 2013)

Distribution Regularized Regression Framework for Climate Modeling. - Zubin Abraham; Malgorzata Liszewska; Perdinan; Pang-Ning Tan; Julie Winkler; Shiyuan Zhong (SDM, 2013)

Contour regression: A distribution-regularized regression framework for climate modeling. - Zubin Abraham; Pang-Ning Tan; Perdinan; Julie A. Winkler; Shiyuan Zhong; Malgorzata Liszewska (Stat. Anal. Data Min., 2014)

Concept drift detection for streaming data. - Heng Wang; Zubin Abraham (IJCNN, 2015)

Concept Drift Detection for Imbalanced Stream Data. - Heng Wang; Zubin Abraham (CoRR, 2015)

Concept Drift Detection with Hierarchical Hypothesis Testing. - Shujian Yu; Zubin Abraham (SDM, 2017)

Concept Drift Detection and Adaptation with Hierarchical Hypothesis Testing. - Shujian Yu; Zubin Abraham; Heng Wang; Mohak Shah; José C. Príncipe (CoRR, 2017)

Distribution Preserving Multi-task Regression for Spatio-Temporal Data. - Xi Liu; Pang-Ning Tan; Zubin Abraham; Lifeng Luo; Pouyan Hatami (ICDM, 2018)

Concept drift detection and adaptation with hierarchical hypothesis testing. - Shujian Yu; Zubin Abraham; Heng Wang; Mohak Shah; Yantao Wei; José C. Príncipe (J. Frankl. Inst., 2019)

Efficiently Mitigating Video Content Misalignment on Large Vision Model with Time-Series Data Alignment. - Hanchen Xie; Rose Ma; Jiageng Zhu; Zheda Mai; Wael Abd-Almageed; Zubin Abraham (CVPR Workshops, 2025)

Attention-Driven Causal Discovery: From Transformer Matrices to Granger Causal Graphs for Non-Stationary Time-series Data. - Jiageng Zhu; Kehao Li; Zheda Mai; Hanchen Xie; Wael AbdAlmageed; Zubin Abraham (ICASSP, 2025)