Zubin Abraham

According to our database, Zubin Abraham authored at least 14 papers between 2008 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

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

2018

Distribution Preserving Multi-task Regression for Spatio-Temporal Data.

Xi Liu, Pang-Ning Tan, Zubin Abraham, Lifeng Luo, Pouyan Hatami

Proceedings of the IEEE International Conference on Data Mining, 2018

2017

Concept Drift Detection and Adaptation with Hierarchical Hypothesis Testing.

Shujian Yu, Zubin Abraham, Heng Wang, Mohak Shah, José C. Príncipe

CoRR, 2017

Concept Drift Detection with Hierarchical Hypothesis Testing.

Shujian Yu, Zubin Abraham

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

2015

Concept Drift Detection for Imbalanced Stream Data.

Heng Wang, Zubin Abraham

CoRR, 2015

Concept drift detection for streaming data.

Heng Wang, Zubin Abraham

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

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

2013

Distribution Regularized Regression Framework for Climate Modeling.

Zubin Abraham, Malgorzata Liszewska, Perdinan, Pang-Ning Tan, Julie Winkler, Shiyuan Zhong

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Position Preserving Multi-Output Prediction.

Zubin Abraham, Pang-Ning Tan, Perdinan, Julie Winkler, Shiyuan Zhong, Malgorzata Liszewska

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

2012

Extreme Value Prediction for Zero-Inflated Data.

Fan Xin, Zubin Abraham

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

2011

Smoothed Quantile Regression for Statistical Downscaling of Extreme Events in Climate Modeling.

Zubin Abraham, Pang-Ning Tan, Fan Xin

Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011

2010

An Integrated Framework for Simultaneous Classification and Regression of Time-Series Data.

Zubin Abraham, Pang-Ning Tan

Proceedings of the SIAM International Conference on Data Mining, 2010

2009

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

Proceedings of the ICDM Workshops 2009, 2009

2008

Securing Sensor Nodes Against Side Channel Attacks.

Kanthakumar Pongaliur, Zubin Abraham, Alex X. Liu, Li Xiao, Leo C. Kempel

Proceedings of the 11th IEEE High Assurance Systems Engineering Symposium, 2008