61 citations
- Arizona State UniversityUS7 papers
- University of MichiganUS4 papers
- California Institute of TechnologyUS3 papers
- University of ArizonaUS3 papers
- University of Illinois Urbana-ChampaignUS3 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- IBM Research - HaifaIL2 papers
- Institut de Recherche en Informatique et Systèmes AléatoiresFR2 papers
- Jet Propulsion LaboratoryUS2 papers
- OpticaUS2 papers
- Rutgers, The State University of New JerseyUS2 papers
- Université de RennesFR2 papers
Showing 2013Show all
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cs.LG2013★ 61 cited
Guided Random Forest in the RRF Package
Houtao Deng
Random Forest (RF) is a powerful supervised learner and has been popularly used in many applications such as bioinformatics. In this work we propose the guided random forest (GRF)…
cs.LG2013★ 4 cited
A Time Series Forest for Classification and Feature Extraction
Houtao Deng, George Runger, Eugene Tuv +1
We propose a tree ensemble method, referred to as time series forest (TSF), for time series classification. TSF employs a combination of the entropy gain and a distance measure, re…