Principles and Theory for Data Mining and Machine Learning

por Clarke, Bertrand, Fokoue, Ernest, Zhang, Hao Helen
Publicado 2009

Principal weighted support vector machines for sufficient dimension reduction in binary classification

por Shin, Seung Jun, Wu, Yichao, Zhang, Hao Helen, Liu, Yufeng
Publicado 2017

Improved Sparse Multi-Class SVM and Its Application for Gene Selection in Cancer Classification

por Huang, Lingkang, Zhang, Hao Helen, Zeng, Zhao-Bang, Bushel, Pierre R.
Publicado 2013

Personalized beyond Precision: Designing Unbiased Gold Standards to Improve Single-Subject Studies of Personal Genome Dynamics from Gene Products

por Zaim, Samir Rachid, Kenost, Colleen, Zhang, Hao Helen, Lussier, Yves A.
Publicado 2020

On fusion methods for knowledge discovery from multi-omics datasets

por Baldwin, Edwin, Han, Jiali, Luo, Wenting, Zhou, Jin, An, Lingling, Liu, Jian, Zhang, Hao Helen, Li, Haiquan
Publicado 2020

binomialRF: interpretable combinatoric efficiency of random forests to identify biomarker interactions

por Rachid Zaim, Samir, Kenost, Colleen, Berghout, Joanne, Chiu, Wesley, Wilson, Liam, Zhang, Hao Helen, Lussier, Yves A.
Publicado 2020

Correction to: binomialRF: interpretable combinatoric efficiency of random forests to identify biomarker interactions

por Zaim, Samir Rachid, Kenost, Colleen, Berghout, Joanne, Chiu, Wesley, Wilson, Liam, Zhang, Hao Helen, Lussier, Yves A.
Publicado 2020

Exit from quiescence displays a memory of cell growth and division

por Wang, Xia, Fujimaki, Kotaro, Mitchell, Geoffrey C., Kwon, Jungeun Sarah, Della Croce, Kimiko, Langsdorf, Chris, Zhang, Hao Helen, Yao, Guang
Publicado 2017

N-of-1-pathways MixEnrich: advancing precision medicine via single-subject analysis in discovering dynamic changes of transcriptomes

por Li, Qike, Schissler, A. Grant, Gardeux, Vincent, Achour, Ikbel, Kenost, Colleen, Berghout, Joanne, Li, Haiquan, Zhang, Hao Helen, Lussier, Yves A.
Publicado 2017

Evaluating IPMN and pancreatic carcinoma utilizing quantitative histopathology

por Glazer, Evan S., Zhang, Hao Helen, Hill, Kimberly A., Patel, Charmi, Kha, Stephanie T., Yozwiak, Michael L., Bartels, Hubert, Nafissi, Nellie N., Watkins, Joseph C., Alberts, David S., Krouse, Robert S.
Publicado 2016