Houtao Deng

ORCID

Publication Activity (10 Years)

Years Active: 2011-2019
Publications (10 Years): 4

Top Venues

Arizona State University, Tempe, USA (PHD)

Education History

Arizona State University, Tempe, USA

PHD

Publications

Houtao Deng
Interpreting tree ensembles with inTrees. Int. J. Data Sci. Anal. 7 (4) (2019)
Houtao Deng, Ganesh Krishnan, Ji Chen, Dong Liang
Leveraging Elastic Demand for Forecasting. ICMLA (2019)
Houtao Deng, Ganesh Krishnan, Ji Chen, Dong Liang
Leveraging Elastic Demand for Forecasting. CoRR (2018)
Shuguang He, Wei Jiang, Houtao Deng
A distance-based control chart for monitoring multivariate processes using support vector machines. Ann. Oper. Res. 263 (1-2) (2018)
Wenlu Zhang, Rongjian Li, Houtao Deng, Li Wang, Weili Lin, Shuiwang Ji, Dinggang Shen
Deep convolutional neural networks for multi-modality isointense infant brain image segmentation. NeuroImage 108 (2015)
Houtao Deng, Mustafa Gökçe Baydogan, George C. Runger
SMT: Sparse multivariate tree. Stat. Anal. Data Min. 7 (1) (2014)
Houtao Deng
Interpreting Tree Ensembles with inTrees. CoRR (2014)
Houtao Deng, George C. Runger, Eugene Tuv, Wade Bannister
CBC: An associative classifier with a small number of rules. Decis. Support Syst. 59 (2014)
Shuiwang Ji, Ahmed Fakhry, Houtao Deng
Integrative analysis of the connectivity and gene expression atlases in the mouse brain. NeuroImage 84 (2014)
Houtao Deng, George C. Runger, Eugene Tuv, Vladimir Martyanov
A time series forest for classification and feature extraction. Inf. Sci. 239 (2013)
Houtao Deng
Guided Random Forest in the RRF Package. CoRR (2013)
Houtao Deng, George C. Runger
Gene selection with guided regularized random forest. Pattern Recognit. 46 (12) (2013)
Houtao Deng, George C. Runger, Eugene Tuv, Vladimir Martyanov
A Time Series Forest for Classification and Feature Extraction CoRR (2013)
Houtao Deng, George C. Runger
Gene selection with guided regularized random forest CoRR (2012)
Houtao Deng, George C. Runger
Feature selection via regularized trees. IJCNN (2012)
Houtao Deng, George C. Runger
Feature Selection via Regularized Trees CoRR (2012)
Houtao Deng, George C. Runger, Eugene Tuv
Bias of Importance Measures for Multi-valued Attributes and Solutions. ICANN (2) (2011)

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Publication Activity (10 Years)

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Houtao Deng