Steve Goodison

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 3

Top Topics

Nonlinear Regression

Unsupervised Learning

Feature Selection

Top Venues

Nat. Comput. Sci.

Publications

Lu Li, Jiho Sohn, Robert J. Genco, Jean Wactawski-Wende, Steve Goodison, Patricia I. Diaz, Yijun Sun
Computational approach to modeling microbiome landscapes associated with chronic human disease progression. PLoS Comput. Biol. 18 (8) (2022)
Le Yang, Runpu Chen, Steve Goodison, Yijun Sun
An efficient and effective method to identify significantly perturbed subnetworks in cancer. Nat. Comput. Sci. 1 (1) (2021)
Runpu Chen, Le Yang, Steve Goodison, Yijun Sun
Deep-learning approach to identifying cancer subtypes using high-dimensional genomic data. Bioinform. 36 (5) (2020)
Jin Yao, Qi Mao, Steve Goodison, Volker Mai, Yijun Sun
Feature selection for unsupervised learning through local learning. Pattern Recognit. Lett. 53 (2015)
Qi Mao, Li Wang, Steve Goodison, Yijun Sun
Dimensionality Reduction Via Graph Structure Learning. KDD (2015)
Yijun Sun, Jin Yao, Steve Goodison
Feature Selection for Nonlinear Regression and its Application to Cancer Research. SDM (2015)
Qi Mao, Le Yang, Li Wang, Steve Goodison, Yijun Sun
SimplePPT: A Simple Principal Tree Algorithm. SDM (2015)
Yijun Sun, Sinisa Todorovic, Steve Goodison
Local-Learning-Based Feature Selection for High-Dimensional Data Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 32 (9) (2010)
Yunpeng Cai, Yijun Sun, Yubo Cheng, Jian Li, Steve Goodison
Regularized Learning Algorithms Using Gradient Descent Methods. SDM (2010)
Nirmalya Bandyopadhyay, Tamer Kahveci, Steve Goodison, Yijun Sun, Sanjay Ranka
Pathway-Based Feature Selection Algorithm for Cancer Microarray Data. Adv. Bioinformatics 2009 (2009)
Yunpeng Cai, Yijun Sun, Jian Li, Steve Goodison
Online Feature Selection Algorithm with Bayesian l1 Regularization. PAKDD (2009)
Yijun Sun, Yunpeng Cai, Steve Goodison
Combining nomogram and microarray data for predicting prostate cancer recurrence. BIBE (2008)
Yijun Sun, Sinisa Todorovic, Steve Goodison
A Feature Selection Algorithm Capable of Handling Extremely Large Data Dimensionality. SDM (2008)
Yijun Sun, Steve Goodison, Jian Li, Li Liu, William G. Farmerie
Improved breast cancer prognosis through the combination of clinical and genetic markers. Bioinform. 23 (1) (2007)
Yijun Sun, Steve Goodison
Predicting Breast Cancer Metastasis by Integrating Both Clinical and Genetic Markers. BIOCOMP (2007)