Houtao Deng

According to our database, Houtao Deng authored at least 14 papers between 2011 and 2019.

Collaborative distances:

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

2019

Interpreting tree ensembles with inTrees.

Houtao Deng

Int. J. Data Sci. Anal., 2019

Leveraging Elastic Demand for Forecasting.

Houtao Deng, Ganesh Krishnan, Ji Chen, Dong Liang

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018

A distance-based control chart for monitoring multivariate processes using support vector machines.

Shuguang He, Wei Jiang, Houtao Deng

Ann. Oper. Res., 2018

2015

Deep convolutional neural networks for multi-modality isointense infant brain image segmentation.

Wenlu Zhang, Rongjian Li, Houtao Deng, Li Wang, Weili Lin, Shuiwang Ji, Dinggang Shen

NeuroImage, 2015

2014

SMT: Sparse multivariate tree.

Houtao Deng, Mustafa Gökçe Baydogan, George C. Runger

Stat. Anal. Data Min., 2014

Integrative analysis of the connectivity and gene expression atlases in the mouse brain.

Shuiwang Ji, Ahmed Fakhry, Houtao Deng

NeuroImage, 2014

CBC: An associative classifier with a small number of rules.

Houtao Deng, George C. Runger, Eugene Tuv, Wade Bannister

Decis. Support Syst., 2014

2013

Gene selection with guided regularized random forest.

Houtao Deng, George C. Runger

Pattern Recognit., 2013

A time series forest for classification and feature extraction.

Houtao Deng, George C. Runger, Eugene Tuv, Vladimir Martyanov

Inf. Sci., 2013

Guided Random Forest in the RRF Package.

Houtao Deng

CoRR, 2013

2012

Feature selection via regularized trees.

Houtao Deng, George C. Runger

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011

Learning Markov Blankets for Continuous or Discrete Networks via Feature Selection.

Houtao Deng, Saylisse Dávila, George C. Runger, Eugene Tuv

Proceedings of the Ensembles in Machine Learning Applications, 2011

System Complexity Reduction via Feature Selection.

Houtao Deng

PhD thesis, 2011

Bias of Importance Measures for Multi-valued Attributes and Solutions.

Houtao Deng, George C. Runger, Eugene Tuv

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011