Zhan-Heng Chen

30 papers Journal 13Unranked 17
YearRankTypeTitle / Venue / Authors
2023 J jnl
A survey of transformer-based multimodal pre-trained modals.
Neurocomputing
Xue Han, Yitong Wang, Junlan Feng, Chao Deng, Zhan-Heng Chen, Yu-An Huang, Hui Su, Lun Hu, Pengwei Hu
2023 J jnl
Combining K Nearest Neighbor With Nonnegative Matrix Factorization for Predicting Circrna-Disease Associations.
IEEE ACM Trans. Comput. Biol. Bioinform.
Mei-Neng Wang, Xue-Jun Xie, Zhu-Hong You, Leon Wong, Li-Ping Li, Zhan-Heng Chen
2023 J jnl
DeepTPpred: A Deep Learning Approach With Matrix Factorization for Predicting Therapeutic Peptides by Integrating Length Information.
IEEE J. Biomed. Health Informatics
Zhen Cui, Siguo Wang, Ying He, Zhan-Heng Chen, Qinhu Zhang
2023 J jnl
scInterpreter: a knowledge-regularized generative model for interpretably integrating scRNA-seq data.
BMC Bioinform.
Zhen-Hao Guo, Yan Wu, Siguo Wang, Qinhu Zhang, Jin-Ming Shi, Yan-Bin Wang, Zhan-Heng Chen
2022 — conf
Cost and Care Insight: An Interactive and Scalable Hierarchical Learning System for Identifying Cost Saving Opportunities.
ICIC (1)
Yuan Zhang, David Koepke, Bibo Hao, Jing Mei, Xu Min, Rachna Gupta, Rajashree Joshi, Fiona McNaughton, Zhan-Heng Chen, Bo-Wei Zhao, Lun Hu, Pengwei Hu
2022 — conf
MRLDTI: A Meta-path-Based Representation Learning Model for Drug-Target Interaction Prediction.
ICIC (2)
Bo-Wei Zhao, Lun Hu, Pengwei Hu, Zhu-Hong You, Xiao-Rui Su, Dong-Xu Li, Zhan-Heng Chen, Ping Zhang
2022 — conf
Predicting Drug-Disease Associations via Meta-path Representation Learning based on Heterogeneous Information Net works.
ICIC (2)
Menglong Zhang, Bo-Wei Zhao, Lun Hu, Zhu-Hong You, Zhan-Heng Chen
2022 J jnl
Predicting In-Vitro DNA-Protein Binding With a Spatially Aligned Fusion of Sequence and Shape.
IEEE ACM Trans. Comput. Biol. Bioinform.
Qinhu Zhang, Yindong Zhang, Siguo Wang, Zhan-Heng Chen, Valeriya V. Gribova, Vladimir Fedorovich Filaretov, De-Shuang Huang
2022 J jnl
RMSCNN: A Random Multi-Scale Convolutional Neural Network for Marine Microbial Bacteriocins Identification.
IEEE ACM Trans. Comput. Biol. Bioinform.
Zhen Cui, Zhan-Heng Chen, Qinhu Zhang, Valeriya V. Gribova, Vladimir Fedorovich Filaretov, De-Shuang Huang
2021 J jnl
A learning-based method to predict LncRNA-disease associations by combining CNN and ELM.
BMC Bioinform.
Zhen-Hao Guo, Zhan-Heng Chen, Zhu-Hong You, Yan-Bin Wang, Hai-Cheng Yi, Mei-Neng Wang
2021 J jnl
MeSHHeading2vec: a new method for representing MeSH headings as vectors based on graph embedding algorithm.
Briefings Bioinform.
Zhen-Hao Guo, Zhu-Hong You, De-Shuang Huang, Hai-Cheng Yi, Kai Zheng, Zhan-Heng Chen, Yan-Bin Wang
2021 — conf
OnSum: Extractive Single Document Summarization Using Ordered Neuron LSTM.
ICIC (2)
Xue Han, Qing Wang, Zhan-Heng Chen, Lun Hu, Pengwei Hu
2021 — conf
Prognostic Prediction for Non-small-Cell Lung Cancer Based on Deep Neural Network and Multimodal Data.
ICIC (3)
Zhongsi Zhang, Fei Xu, Han-Jing Jiang, Zhan-Heng Chen
2021 — conf
Protein-Protein Interaction Prediction by Integrating Sequence Information and Heterogeneous Network Representation.
ICIC (3)
Xiao-Rui Su, Zhu-Hong You, Zhan-Heng Chen, Hai-Cheng Yi, Zhen-Hao Guo
2021 — conf
Weighted Nonnegative Matrix Factorization Based on Multi-source Fusion Information for Predicting CircRNA-Disease Associations.
ICIC (3)
Mei-Neng Wang, Xue-Jun Xie, Zhuhong You, Leon Wong, Liping Li, Zhan-Heng Chen
2020 J jnl
A deep learning-based method for drug-target interaction prediction based on long short-term memory neural network.
BMC Medical Informatics Decis. Mak.
Yan-Bin Wang, Zhu-Hong You, Shan Yang, Hai-Cheng Yi, Zhan-Heng Chen, Kai Zheng
2020 J jnl
A survey of current trends in computational predictions of protein-protein interactions.
Frontiers Comput. Sci.
Yanbin Wang, Zhuhong You, Liping Li, Zhan-Heng Chen
2020 J jnl
GNMFLMI: Graph Regularized Nonnegative Matrix Factorization for Predicting LncRNA-MiRNA Interactions.
IEEE Access
Mei-Neng Wang, Zhu-Hong You, Li-Ping Li, Leon Wong, Zhan-Heng Chen, Chengzhi Gan
2020 — conf
Inferring Disease-Associated Piwi-Interacting RNAs via Graph Attention Networks.
ICIC (2)
Kai Zheng, Zhu-Hong You, Lei Wang, Leon Wong, Zhan-Heng Chen
2020 — conf
Inferring Drug-miRNA Associations by Integrating Drug SMILES and MiRNA Sequence Information.
ICIC (2)
Zhen-Hao Guo, Zhu-Hong You, Li-Ping Li, Zhan-Heng Chen, Hai-Cheng Yi, Yan-Bin Wang
2020 J jnl
NEMPD: a network embedding-based method for predicting miRNA-disease associations by preserving behavior and attribute information.
BMC Bioinform.
Bo-Ya Ji, Zhu-Hong You, Zhan-Heng Chen, Leon Wong, Hai-Cheng Yi
2020 — conf
Predicting Drug-Target Interactions by Node2vec Node Embedding in Molecular Associations Network.
ICIC (2)
Zhan-Heng Chen, Zhu-Hong You, Zhen-Hao Guo, Hai-Cheng Yi, Gong-Xu Luo, Yan-Bin Wang
2020 — conf
WGMFDDA: A Novel Weighted-Based Graph Regularized Matrix Factorization for Predicting Drug-Disease Associations.
ICIC (3)
Mei-Neng Wang, Zhu-Hong You, Li-Ping Li, Zhan-Heng Chen, Xue-Jun Xie
2019 — conf
Combining Evolutionary Information and Sparse Bayesian Probability Model to Accurately Predict Self-interacting Proteins.
ICIC (2)
Yan-Bin Wang, Zhu-Hong You, Hai-Cheng Yi, Zhan-Heng Chen, Zhen-Hao Guo, Kai Zheng
2019 — conf
Combining High Speed ELM with a CNN Feature Encoding to Predict LncRNA-Disease Associations.
ICIC (2)
Zhen-Hao Guo, Zhu-Hong You, Li-Ping Li, Yan-Bin Wang, Zhan-Heng Chen
2019 — conf
Combining LSTM Network Model and Wavelet Transform for Predicting Self-interacting Proteins.
ICIC (1)
Zhan-Heng Chen, Zhu-Hong You, Li-Ping Li, Zhen-Hao Guo, Pengwei Hu, Han-Jing Jiang
2019 — conf
In Silico Identification of Anticancer Peptides with Stacking Heterogeneous Ensemble Learning Model and Sequence Information.
ICIC (2)
Hai-Cheng Yi, Zhu-Hong You, Yan-Bin Wang, Zhan-Heng Chen, Zhen-Hao Guo, Hui-Juan Zhu
2019 — conf
Predicting of Drug-Disease Associations via Sparse Auto-Encoder-Based Rotation Forest.
ICIC (3)
Han-Jing Jiang, Zhu-Hong You, Kai Zheng, Zhan-Heng Chen
2018 J jnl
Prediction of protein self-interactions using stacked long short-term memory from protein sequences information.
BMC Syst. Biol.
Yan-Bin Wang, Zhu-Hong You, Xiao Li, Tong-Hai Jiang, Li Cheng, Zhan-Heng Chen
2018 — conf
RP-FIRF: Prediction of Self-interacting Proteins Using Random Projection Classifier Combining with Finite Impulse Response Filter.
ICIC (2)
Zhan-Heng Chen, Zhu-Hong You, Liping Li, Yan-Bin Wang, Xiao Li