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Zhong Chen
ORCID
Publication Activity (10 Years)
Years Active: 2013-2024
Publications (10 Years): 19
Top Topics
Saliency Detection
Sliding Window
Cost Sensitive Learning
Streaming Data
Top Venues
SDM
Mach. Learn.
Bioinform.
ICBK
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Publications
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Zhong Chen
,
Victor S. Sheng
,
Andrea Edwards
,
Kun Zhang
Cost-sensitive sparse group online learning for imbalanced data streams.
Mach. Learn.
113 (7) (2024)
Huixin Zhan
,
Kun Zhang
,
Zhong Chen
,
Victor S. Sheng
Defense Against Adversarial Attacks for Neural Representations of Text.
HICSS
(2024)
Di Wu
,
Wu Sun
,
Yi He
,
Zhong Chen
,
Xin Luo
MKG-FENN: A Multimodal Knowledge Graph Fused End-to-End Neural Network for Accurate Drug-Drug Interaction Prediction.
AAAI
(2024)
Zhong Chen
,
Yi He
,
Di Wu
,
Huixin Zhan
,
Victor S. Sheng
,
Kun Zhang
Robust Sparse Online Learning for Data Streams with Streaming Features.
SDM
(2024)
Huixin Zhan
,
Kun Zhang
,
Zhong Chen
,
Victor S. Sheng
Simplex2vec Backward: From Vectors Back to Simplicial Complex.
CIKM
(2023)
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)
Huixin Zhan
,
Liyuan Gao
,
Kun Zhang
,
Zhong Chen
,
Victor S. Sheng
Defending the Graph Reconstruction Attacks for Simplicial Neural Networks.
DSAA
(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
,
Wensheng Zhang
,
Hong-Wen Deng
,
Kun Zhang
Effective Cancer Subtype and Stage Prediction via Dropfeature-DNNs.
IEEE ACM Trans. Comput. Biol. Bioinform.
19 (1) (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)
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)
Ruiling Zhang
,
Shengwu Xiong
,
Zhong Chen
Construction method of concept lattice based on improved variable precision rough set.
Neurocomputing
188 (2016)
Ruiling Zhang
,
Shengwu Xiong
,
Zhong Chen
An Ontology-Based Approach for Measuring Semantic Similarity Between Words.
ICIC (3)
(2015)
Zhong Chen
,
Shengwu Xiong
,
Qingzhou Mao
,
Zhixiang Fang
,
Xiaohan Yu
An Improved Saliency Detection Approach for Flying Apsaras in the Dunhuang Grotto Murals, China.
Adv. Multim.
2015 (2015)
Zhong Chen
,
Shengwu Xiong
,
Zhixiang Fang
,
Qingquan Li
,
Baolin Wang
,
Qin Zou
A kernel support vector machine-based feature selection approach for recognizing Flying Apsaras' streamers in the Dunhuang Grotto Murals, China.
Pattern Recognit. Lett.
49 (2014)
Jialiang Kou
,
Shengwu Xiong
,
Zhixiang Fang
,
Xinlu Zong
,
Zhong Chen
Multiobjective Optimization of Evacuation Routes in Stadium Using Superposed Potential Field Network Based ACO.
Comput. Intell. Neurosci.
2013 (2013)