Steve Goodison

According to our database, Steve Goodison authored at least 15 papers between 2007 and 2022.

Collaborative distances:

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

2022

Computational approach to modeling microbiome landscapes associated with chronic human disease progression.

Lu Li, Jiho Sohn, Robert J. Genco, Jean Wactawski-Wende, Steve Goodison, Patricia I. Diaz, Yijun Sun

PLoS Comput. Biol., 2022

2021

An efficient and effective method to identify significantly perturbed subnetworks in cancer.

Le Yang, Runpu Chen, Steve Goodison, Yijun Sun

Nat. Comput. Sci., 2021

2020

Deep-learning approach to identifying cancer subtypes using high-dimensional genomic data.

Runpu Chen, Le Yang, Steve Goodison, Yijun Sun

Bioinform., 2020

2015

Feature selection for unsupervised learning through local learning.

Jin Yao, Qi Mao, Steve Goodison, Volker Mai, Yijun Sun

Pattern Recognit. Lett., 2015

Feature Selection for Nonlinear Regression and its Application to Cancer Research.

Yijun Sun, Jin Yao, Steve Goodison

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

SimplePPT: A Simple Principal Tree Algorithm.

Qi Mao, Le Yang, Li Wang, Steve Goodison, Yijun Sun

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Dimensionality Reduction Via Graph Structure Learning.

Qi Mao, Li Wang, Steve Goodison, Yijun Sun

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2010

Local-Learning-Based Feature Selection for High-Dimensional Data Analysis.

Yijun Sun, Sinisa Todorovic, Steve Goodison

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Fast Implementation of ℓ₁Regularized Learning Algorithms Using Gradient Descent Methods.

Yunpeng Cai, Yijun Sun, Yubo Cheng, Jian Li, Steve Goodison

Proceedings of the SIAM International Conference on Data Mining, 2010

2009

Pathway-Based Feature Selection Algorithm for Cancer Microarray Data.

Nirmalya Bandyopadhyay, Tamer Kahveci, Steve Goodison, Yijun Sun, Sanjay Ranka

Adv. Bioinformatics, 2009

Online Feature Selection Algorithm with Bayesian l1 Regularization.

Yunpeng Cai, Yijun Sun, Jian Li, Steve Goodison

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

2008

A Feature Selection Algorithm Capable of Handling Extremely Large Data Dimensionality.

Yijun Sun, Sinisa Todorovic, Steve Goodison

Proceedings of the SIAM International Conference on Data Mining, 2008

Combining nomogram and microarray data for predicting prostate cancer recurrence.

Yijun Sun, Yunpeng Cai, Steve Goodison

Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2007

Improved breast cancer prognosis through the combination of clinical and genetic markers.

Yijun Sun, Steve Goodison, Jian Li, Li Liu, William G. Farmerie

Bioinform., 2007

Predicting Breast Cancer Metastasis by Integrating Both Clinical and Genetic Markers.

Yijun Sun, Steve Goodison

Proceedings of the International Conference on Bioinformatics & Computational Biology, 2007