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ORCIDZubin Abraham
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2010 – 2019
- 2019
[j2]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): 3187-3215 (2019)- 2018
- [c10]Xi Liu, Pang-Ning Tan, Zubin Abraham, Lifeng Luo, Pouyan Hatami:
Distribution Preserving Multi-task Regression for Spatio-Temporal Data. ICDM 2018: 1134-1139 - 2017
- [c9]Shujian Yu, Zubin Abraham:
Concept Drift Detection with Hierarchical Hypothesis Testing. SDM 2017: 768-776 - [i2]Shujian Yu, Zubin Abraham, Heng Wang, Mohak Shah, José C. Príncipe:
Concept Drift Detection and Adaptation with Hierarchical Hypothesis Testing. CoRR abs/1707.07821 (2017) - 2015
- [c8]Heng Wang, Zubin Abraham:
Concept drift detection for streaming data. IJCNN 2015: 1-9 - [i1]Heng Wang, Zubin Abraham:
Concept Drift Detection for Imbalanced Stream Data. CoRR abs/1504.01044 (2015) - 2014
- [j1]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): 272-281 (2014) - 2013
- [c7]Zubin Abraham, Pang-Ning Tan, Perdinan, Julie Winkler, Shiyuan Zhong, Malgorzata Liszewska:
Position Preserving Multi-Output Prediction. ECML/PKDD (2) 2013: 320-335 - [c6]Zubin Abraham, Malgorzata Liszewska, Perdinan, Pang-Ning Tan, Julie Winkler, Shiyuan Zhong:
Distribution Regularized Regression Framework for Climate Modeling. SDM 2013: 333-341 - 2012
- [c5]Fan Xin, Zubin Abraham:
Extreme Value Prediction for Zero-Inflated Data. PAKDD (1) 2012: 318-329 - 2011
- [c4]Zubin Abraham, Pang-Ning Tan, Fan Xin:
Smoothed Quantile Regression for Statistical Downscaling of Extreme Events in Climate Modeling. CIDU 2011: 92-106 - 2010
- [c3]Zubin Abraham, Pang-Ning Tan:
An Integrated Framework for Simultaneous Classification and Regression of Time-Series Data. SDM 2010: 653-664
2000 – 2009
- 2009
- [c2]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: 644-649 - 2008
- [c1]Kanthakumar Pongaliur, Zubin Abraham, Alex X. Liu, Li Xiao, Leo C. Kempel:
Securing Sensor Nodes Against Side Channel Attacks. HASE 2008: 353-361
Coauthor Index
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