Andrea Edwards

24 papers A* 2A 2B 1Journal 15Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Decoding ancestry-specific genetic risk: interpretable deep feature selection reveals prostate cancer SNP disparities in diverse populations. BioData Min. Zhong Chen, Zichen Lao, You Lu, Wensheng Zhang, Andrea Edwards, Kun Zhang
2024	J	`jnl`	Cost-sensitive sparse group online learning for imbalanced data streams. Mach. Learn. Zhong Chen, Victor S. Sheng, Andrea Edwards, Kun Zhang
2023	J	`jnl`	An effective cost-sensitive sparse online learning framework for imbalanced streaming data classification and its application to online anomaly detection. Knowl. Inf. Syst. Zhong Chen, Victor S. Sheng, Andrea Edwards, Kun Zhang
2023	J	`jnl`	Cot-side imaging of functional connectivity in the developing brain during sleep using wearable high-density diffuse optical tomography. NeuroImage Julie Uchitel, Borja Blanco, Liam Collins-Jones, Andrea Edwards, Emma Porter, Kelle Pammenter, Jem Hebden, Robert J. Cooper, Topun Austin
2022	J	`jnl`	Driver gene detection through Bayesian network integration of mutation and expression profiles. Bioinform. Zhong Chen, You Lu, Bo Cao, Wensheng Zhang, Andrea Edwards, Kun Zhang
2022	A*	`conf`	Projection Dual Averaging Based Second-order Online Learning. ICDM Zhong Chen, Huixin Zhan, Victor S. Sheng, Andrea Edwards, Kun Zhang
2022	B	`conf`	Proximal Cost-sensitive Sparse Group Online Learning. IEEE Big Data Zhong Chen, Huixin Zhan, Victor S. Sheng, Andrea Edwards, Kun Zhang
2021	J	`jnl`	A deep imputation and inference framework for estimating personalized and race-specific causal effects of genomic alterations on PSA. J. Bioinform. Comput. Biol. Zhong Chen, Bo Cao, Andrea Edwards, Hongwen Deng, Kun Zhang
2021	J	`jnl`	Adaptive robust local online density estimation for streaming data. Int. J. Mach. Learn. Cybern. Zhong Chen, Zhide Fang, Victor S. Sheng, Jiabin Zhao, Wei Fan, Andrea Edwards, Kun Zhang
2021	—	`conf`	CSRDA: Cost-sensitive Regularized Dual Averaging for Handling Imbalanced and High-dimensional Streaming Data. ICBK Zhong Chen, Zhide Fang, Victor S. Sheng, Andrea Edwards, Kun Zhang
2021	J	`jnl`	Functional imaging of the developing brain with wearable high-density diffuse optical tomography: A new benchmark for infant neuroimaging outside the scanner environment. NeuroImage 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
2020	—	`conf`	Fusion Lasso and Its Applications to Cancer Subtype and Stage Prediction. BCB Zhong Chen, Andrea Edwards, Kun Zhang
2019	J	`jnl`	Learning discriminative subregions and pattern orders for facial gender classification. Image Vis. Comput. Zhong Chen, Andrea Edwards, Yongsheng Gao, Kun Zhang
2018	—	`conf`	Online Density Estimation over Streaming Data: A Local Adaptive Solution. IEEE BigData Zhong Chen, Zhide Fang, Jiabin Zhao, Wei Fan, Andrea Edwards, Kun Zhang
2017	A	`conf`	CSTG: An Effective Framework for Cost-sensitive Sparse Online Learning. SDM Zhong Chen, Zhide Fang, Wei Fan, Andrea Edwards, Kun Zhang
2016	J	`jnl`	The modularity and dynamicity of miRNA-mRNA interactions in high-grade serous ovarian carcinomas and the prognostic implication. Comput. Biol. Chem. Wensheng Zhang, Andrea Edwards, Wei Fan, Erik K. Flemington, Kun Zhang
2014	A	`conf`	Classifying Imbalanced Data Streams via Dynamic Feature Group Weighting with Importance Sampling. SDM Ke Wu, Andrea Edwards, Wei Fan, Jing Gao, Kun Zhang
2014	A*	`conf`	RS-Forest: A Rapid Density Estimator for Streaming Anomaly Detection. ICDM Ke Wu, Kun Zhang, Wei Fan, Andrea Edwards, Philip S. Yu
2010	J	`jnl`	A programming remediation plan. J. Comput. Sci. Coll. Andrea Edwards, Kun Zhang
2010	J	`jnl`	svdPPCS: an effective singular value decomposition-based method for conserved and divergent co-expression gene module identification. BMC Bioinform. Wensheng Zhang, Andrea Edwards, Wei Fan, Dongxiao Zhu, Kun Zhang
2009	J	`jnl`	Breaking the computational barrier: a divide-conquer and aggregate based approach for Alu insertion site characterisation. Int. J. Comput. Biol. Drug Des. Kun Zhang, Wei Fan, Prescott Deininger, Andrea Edwards, Zujia Xu, Dongxiao Zhu
2007	J	`jnl`	Automated feature extraction and object recognition in subcellular images: poster session. J. Comput. Sci. Coll. Andrea Edwards
2005	J	`jnl`	Actively learning computer graphics. J. Comput. Sci. Coll. Jermaine Coston, Andrea Edwards
2004	—	`conf`	Using a parallel genetic algorithm to design vibratory bowl feeders. ACM Southeast Regional Conference Andrea Edwards