Zubin Abraham

17 papers A* 1A 3B 1Misc 1Journal 5Unranked 6
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Attention-Driven Causal Discovery: From Transformer Matrices to Granger Causal Graphs for Non-Stationary Time-series Data.
ICASSP
Jiageng Zhu, Kehao Li, Zheda Mai, Hanchen Xie, Wael AbdAlmageed, Zubin Abraham
2025 — conf
Efficiently Mitigating Video Content Misalignment on Large Vision Model with Time-Series Data Alignment.
CVPR Workshops
Hanchen Xie, Rose Ma, Jiageng Zhu, Zheda Mai, Wael Abd-Almageed, Zubin Abraham
2025 J jnl
MLLM4TS: Leveraging Vision and Multimodal Language Models for General Time-Series Analysis.
CoRR
Qinghua Liu, Sam Heshmati, Zheda Mai, Zubin Abraham, John Paparrizos, Liu Ren
2019 J jnl
Concept drift detection and adaptation with hierarchical hypothesis testing.
J. Frankl. Inst.
Shujian Yu, Zubin Abraham, Heng Wang, Mohak Shah, Yantao Wei, José C. Príncipe
2018 A* conf
Distribution Preserving Multi-task Regression for Spatio-Temporal Data.
ICDM
Xi Liu, Pang-Ning Tan, Zubin Abraham, Lifeng Luo, Pouyan Hatami
2017 J jnl
Concept Drift Detection and Adaptation with Hierarchical Hypothesis Testing.
CoRR
Shujian Yu, Zubin Abraham, Heng Wang, Mohak Shah, José C. Príncipe
2017 A conf
Concept Drift Detection with Hierarchical Hypothesis Testing.
SDM
Shujian Yu, Zubin Abraham
2015 J jnl
Concept Drift Detection for Imbalanced Stream Data.
CoRR
Heng Wang, Zubin Abraham
2015 B conf
Concept drift detection for streaming data.
IJCNN
Heng Wang, Zubin Abraham
2014 J jnl
Contour regression: A distribution-regularized regression framework for climate modeling.
Stat. Anal. Data Min.
Zubin Abraham, Pang-Ning Tan, Perdinan, Julie A. Winkler, Shiyuan Zhong, Malgorzata Liszewska
2013 A conf
Distribution Regularized Regression Framework for Climate Modeling.
SDM
Zubin Abraham, Malgorzata Liszewska, Perdinan, Pang-Ning Tan, Julie Winkler, Shiyuan Zhong
2013 — conf
Position Preserving Multi-Output Prediction.
ECML/PKDD (2)
Zubin Abraham, Pang-Ning Tan, Perdinan, Julie Winkler, Shiyuan Zhong, Malgorzata Liszewska
2012 — conf
Extreme Value Prediction for Zero-Inflated Data.
PAKDD (1)
Fan Xin, Zubin Abraham
2011 — conf
Smoothed Quantile Regression for Statistical Downscaling of Extreme Events in Climate Modeling.
CIDU
Zubin Abraham, Pang-Ning Tan, Fan Xin
2010 A conf
An Integrated Framework for Simultaneous Classification and Regression of Time-Series Data.
SDM
Zubin Abraham, Pang-Ning Tan
2009 — conf
A Semi-supervised Framework for Simultaneous Classification and Regression of Zero-Inflated Time Series Data with Application to Precipitation Prediction.
ICDM Workshops
Zubin Abraham, Pang-Ning Tan
2008 — conf
Securing Sensor Nodes Against Side Channel Attacks.
HASE
Kanthakumar Pongaliur, Zubin Abraham, Alex X. Liu, Li Xiao, Leo C. Kempel