Andrea Edwards

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 15

Top Topics

Cost Sensitive Learning

Diffuse Optical Tomography

Top Venues

Publications

Zhong Chen, Victor S. Sheng, Andrea Edwards, Kun Zhang
Cost-sensitive sparse group online learning for imbalanced data streams. Mach. Learn. 113 (7) (2024)
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) (2023)
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 (2023)
Zhong Chen, Huixin Zhan, Victor S. Sheng, Andrea Edwards, Kun Zhang
Proximal Cost-sensitive Sparse Group Online Learning. Big Data (2022)
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) (2022)
Zhong Chen, Huixin Zhan, Victor S. Sheng, Andrea Edwards, Kun Zhang
Projection Dual Averaging Based Second-order Online Learning. ICDM (2022)
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) (2021)
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) (2021)
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 (2021)
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)
Zhong Chen, Andrea Edwards, Kun Zhang
Fusion Lasso and Its Applications to Cancer Subtype and Stage Prediction. BCB (2020)
Zhong Chen, Andrea Edwards, Yongsheng Gao, Kun Zhang
Learning discriminative subregions and pattern orders for facial gender classification. Image Vis. Comput. 89 (2019)
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)
Zhong Chen, Zhide Fang, Wei Fan, Andrea Edwards, Kun Zhang
CSTG: An Effective Framework for Cost-sensitive Sparse Online Learning. SDM (2017)
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 (2016)
Ke Wu, Andrea Edwards, Wei Fan, Jing Gao, Kun Zhang
Classifying Imbalanced Data Streams via Dynamic Feature Group Weighting with Importance Sampling. SDM (2014)
Ke Wu, Kun Zhang, Wei Fan, Andrea Edwards, Philip S. Yu
RS-Forest: A Rapid Density Estimator for Streaming Anomaly Detection. ICDM (2014)
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 (2010)
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) (2009)
Andrea Edwards
Using a parallel genetic algorithm to design vibratory bowl feeders. ACM Southeast Regional Conference (2004)