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2020 – today
- 2024
[j11]Zhong Chen, Victor S. Sheng, Andrea Edwards, Kun Zhang
:
Cost-sensitive sparse group online learning for imbalanced data streams. Mach. Learn. 113(7): 4407-4444 (2024)- 2023
- [j10]Zhong Chen, Victor S. Sheng, Andrea Edwards, Kun Zhang:
An effective cost-sensitive sparse online learning framework for imbalanced streaming data classification and its application to online anomaly detection. Knowl. Inf. Syst. 65(1): 59-87 (2023) - [j9]Julie Uchitel, Borja Blanco, Liam Collins-Jones, Andrea Edwards, Emma Porter, Kelle Pammenter, Jem Hebden, Robert J. Cooper, Topun Austin:
Cot-side imaging of functional connectivity in the developing brain during sleep using wearable high-density diffuse optical tomography. NeuroImage 265: 119784 (2023) - 2022
- [j8]Zhong Chen, You Lu, Bo Cao, Wensheng Zhang, Andrea Edwards, Kun Zhang:
Driver gene detection through Bayesian network integration of mutation and expression profiles. Bioinform. 38(10): 2781-2790 (2022) - [c9]Zhong Chen, Huixin Zhan, Victor S. Sheng, Andrea Edwards, Kun Zhang:
Proximal Cost-sensitive Sparse Group Online Learning. IEEE Big Data 2022: 495-504 - [c8]Zhong Chen, Huixin Zhan, Victor S. Sheng, Andrea Edwards, Kun Zhang:
Projection Dual Averaging Based Second-order Online Learning. ICDM 2022: 51-60 - 2021
- [j7]Zhong Chen, Bo Cao, Andrea Edwards, Hongwen Deng, Kun Zhang:
A deep imputation and inference framework for estimating personalized and race-specific causal effects of genomic alterations on PSA. J. Bioinform. Comput. Biol. 19(4): 2150016:1-2150016:20 (2021) - [j6]Zhong Chen, Zhide Fang, Victor S. Sheng, Jiabin Zhao, Wei Fan, Andrea Edwards, Kun Zhang:
Adaptive robust local online density estimation for streaming data. Int. J. Mach. Learn. Cybern. 12(6): 1803-1824 (2021) - [j5]Elisabetta Maria Frijia, Addison Billing, Sarah Lloyd-Fox, Ernesto Vidal Rosas, Liam Collins-Jones, Maria Magdalena Crespo-Llado, Marta Perapoch Amadó, Topun Austin, Andrea Edwards, Luke Dunne, Greg Smith, Reuben Nixon-Hill, Samuel Powell, Nicholas L. Everdell, Robert J. Cooper:
Functional imaging of the developing brain with wearable high-density diffuse optical tomography: A new benchmark for infant neuroimaging outside the scanner environment. NeuroImage 225: 117490 (2021) - [c7]Zhong Chen, Zhide Fang, Victor S. Sheng, Andrea Edwards, Kun Zhang:
CSRDA: Cost-sensitive Regularized Dual Averaging for Handling Imbalanced and High-dimensional Streaming Data. ICBK 2021: 164-173 - 2020
- [c6]Zhong Chen, Andrea Edwards, Kun Zhang:
Fusion Lasso and Its Applications to Cancer Subtype and Stage Prediction. BCB 2020: 10:1-10:8
2010 – 2019
- 2019
- [j4]Zhong Chen, Andrea Edwards, Yongsheng Gao, Kun Zhang:
Learning discriminative subregions and pattern orders for facial gender classification. Image Vis. Comput. 89: 144-157 (2019) - 2018
- [c5]Zhong Chen, Zhide Fang, Jiabin Zhao, Wei Fan, Andrea Edwards, Kun Zhang:
Online Density Estimation over Streaming Data: A Local Adaptive Solution. IEEE BigData 2018: 201-210 - 2017
- [c4]Zhong Chen, Zhide Fang, Wei Fan, Andrea Edwards, Kun Zhang:
CSTG: An Effective Framework for Cost-sensitive Sparse Online Learning. SDM 2017: 759-767 - 2016
- [j3]Wensheng Zhang, Andrea Edwards, Wei Fan, Erik K. Flemington, Kun Zhang:
The modularity and dynamicity of miRNA-mRNA interactions in high-grade serous ovarian carcinomas and the prognostic implication. Comput. Biol. Chem. 63: 3-14 (2016) - 2014
- [c3]Ke Wu, Kun Zhang, Wei Fan, Andrea Edwards, Philip S. Yu:
RS-Forest: A Rapid Density Estimator for Streaming Anomaly Detection. ICDM 2014: 600-609 - [c2]Ke Wu, Andrea Edwards, Wei Fan, Jing Gao, Kun Zhang:
Classifying Imbalanced Data Streams via Dynamic Feature Group Weighting with Importance Sampling. SDM 2014: 722-730 - 2010
- [j2]Wensheng Zhang, Andrea Edwards, Wei Fan, Dongxiao Zhu, Kun Zhang:
svdPPCS: an effective singular value decomposition-based method for conserved and divergent co-expression gene module identification. BMC Bioinform. 11: 338 (2010)
2000 – 2009
- 2009
- [j1]Kun Zhang, Wei Fan, Prescott Deininger, Andrea Edwards, Zujia Xu, Dongxiao Zhu:
Breaking the computational barrier: a divide-conquer and aggregate based approach for Alu insertion site characterisation. Int. J. Comput. Biol. Drug Des. 2(4): 302-322 (2009) - 2004
- [c1]Andrea Edwards:
Using a parallel genetic algorithm to design vibratory bowl feeders. ACM Southeast Regional Conference 2004: 320-325
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