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2020 – today
- 2022
[j7]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)- 2021
- [j6]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): 79-88 (2021) - 2020
- [j5]Runpu Chen, Le Yang, Steve Goodison, Yijun Sun:
Deep-learning approach to identifying cancer subtypes using high-dimensional genomic data. Bioinform. 36(5): 1476-1483 (2020)
2010 – 2019
- 2015
- [j4]Jin Yao, Qi Mao, Steve Goodison, Volker Mai, Yijun Sun:
Feature selection for unsupervised learning through local learning. Pattern Recognit. Lett. 53: 100-107 (2015) - [c8]Qi Mao, Li Wang, Steve Goodison, Yijun Sun:
Dimensionality Reduction Via Graph Structure Learning. KDD 2015: 765-774 - [c7]Yijun Sun, Jin Yao, Steve Goodison:
Feature Selection for Nonlinear Regression and its Application to Cancer Research. SDM 2015: 73-81 - [c6]Qi Mao, Le Yang, Li Wang, Steve Goodison, Yijun Sun:
SimplePPT: A Simple Principal Tree Algorithm. SDM 2015: 792-800 - 2010
- [j3]Yijun Sun, Sinisa Todorovic, Steve Goodison:
Local-Learning-Based Feature Selection for High-Dimensional Data Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 32(9): 1610-1626 (2010) - [c5]Yunpeng Cai, Yijun Sun, Yubo Cheng, Jian Li, Steve Goodison:
Fast Implementation of ℓ1Regularized Learning Algorithms Using Gradient Descent Methods. SDM 2010: 862-871
2000 – 2009
- 2009
- [j2]Nirmalya Bandyopadhyay, Tamer Kahveci, Steve Goodison, Yijun Sun, Sanjay Ranka:
Pathway-Based Feature Selection Algorithm for Cancer Microarray Data. Adv. Bioinformatics 2009: 532989:1-532989:16 (2009) - [c4]Yunpeng Cai, Yijun Sun, Jian Li, Steve Goodison:
Online Feature Selection Algorithm with Bayesian l1 Regularization. PAKDD 2009: 401-413 - 2008
- [c3]Yijun Sun, Yunpeng Cai, Steve Goodison:
Combining nomogram and microarray data for predicting prostate cancer recurrence. BIBE 2008: 1-7 - [c2]Yijun Sun, Sinisa Todorovic, Steve Goodison:
A Feature Selection Algorithm Capable of Handling Extremely Large Data Dimensionality. SDM 2008: 530-540 - 2007
- [j1]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): 30-37 (2007) - [c1]Yijun Sun, Steve Goodison:
Predicting Breast Cancer Metastasis by Integrating Both Clinical and Genetic Markers. BIOCOMP 2007: 229-235
Coauthor Index
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