Hui Peng - Publications, H-index & Citations

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Hui Peng

Nanyang Technological University

5H-index

33Paper Count

254Citation Count

Published Papers 8

Publication Date

Integration of proteomics profiling data to facilitate discovery of cancer neoantigens: a survey

BRIEFINGS IN BIOINFORMATICS

IF7.7

2025-03-07

OAAI

Luo, Shifu; Peng, Hui; Shi, Ying; Cai, Jiaxin; Zhang, Songming; Shao, Ningyi; Li, Jinyan

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Optimizing differential expression analysis for proteomics data via high-performing rules and ensemble inference

NATURE COMMUNICATIONS

IF15.7

2024-05-09

OAAI

Peng, Hui; Wang, He; Kong, Weijia; Li, Jinyan; Goh, Wilson Wen Bin

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Knowledge-based Dual External Attention Network for peptide detectability prediction

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-02-01

PREAI

Zhang, Xiaocai; Peng, Hui; Tang, Tao; Liu, Yuansheng; Wang, Yang; Zhang, Jianjia

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Optimizing the PROTREC network-based missing protein prediction algorithm

PROTEOMICS

IF3.9

2023-10-24

PREAI

Wu, Wenshan; Huang, Zelu; Kong, Weijia; Peng, Hui; Goh, Wilson Wen Bin

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PROSE: phenotype-specific network signatures from individual proteomic samples

BRIEFINGS IN BIOINFORMATICS

IF7.7

2023-03-11

OAAI

Wong, Bertrand Jern Han; Kong, Weijia; Peng, Hui; Goh, Wilson Wen Bin

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Machine learning on protein-protein interaction prediction: models, challenges and trends

BRIEFINGS IN BIOINFORMATICS

IF7.7

2023-03-04

PREAI

Tang, Tao; Zhang, Xiaocai; Liu, Yuansheng; Peng, Hui; Zheng, Binshuang; Yin, Yanlin; Zeng, Xiangxiang

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A cost-sensitive attention temporal convolutional network based on adaptive top-k differential evolution for imbalanced time-series classification

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-03-01

PREAI

Zhang, Xiaocai; Peng, Hui; Zhang, Jianjia; Wang, Yang

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The importance of batch sensitization in missing value imputation

SCIENTIFIC REPORTS

IF3.9

2023-02-21

OAAI

Hui, Harvard Wai Hann; Kong, Weijia; Peng, Hui; Goh, Wilson Wen Bin

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Research Directions