LNRLMI: Linear neighbour representation for predicting lncRNA‐miRNA interactions

por Wong, Leon, Huang, Yu‐An, You, Zhu‐Hong, Chen, Zhan‐Heng, Cao, Mei‐Yuan
Publicado 2019

NEMPD: a network embedding-based method for predicting miRNA-disease associations by preserving behavior and attribute information

por Ji, Bo-Ya, You, Zhu-Hong, Chen, Zhan-Heng, Wong, Leon, Yi, Hai-Cheng
Publicado 2020

GraphCPIs: A novel graph-based computational model for potential compound-protein interactions

por Chen, Zhan-Heng, Zhao, Bo-Wei, Li, Jian-Qiang, Guo, Zhen-Hao, You, Zhu-Hong
Publicado 2023

An Improved Deep Forest Model for Predicting Self-Interacting Proteins From Protein Sequence Using Wavelet Transformation

por Chen, Zhan-Heng, Li, Li-Ping, He, Zhou, Zhou, Ji-Ren, Li, Yangming, Wong, Leon
Publicado 2019

A Learning-Based Method for LncRNA-Disease Association Identification Combing Similarity Information and Rotation Forest

por Guo, Zhen-Hao, You, Zhu-Hong, Wang, Yan-Bin, Yi, Hai-Cheng, Chen, Zhan-Heng
Publicado 2019

Prediction of protein self-interactions using stacked long short-term memory from protein sequences information

por Wang, Yan-Bin, You, Zhu-Hong, Li, Xiao, Jiang, Tong-Hai, Cheng, Li, Chen, Zhan-Heng
Publicado 2018

Global Vectors Representation of Protein Sequences and Its Application for Predicting Self-Interacting Proteins with Multi-Grained Cascade Forest Model

por Chen, Zhan-Heng, You, Zhu-Hong, Zhang, Wen-Bo, Wang, Yan-Bin, Cheng, Li, Alghazzawi, Daniyal
Publicado 2019

A deep learning-based method for drug-target interaction prediction based on long short-term memory neural network

por Wang, Yan-Bin, You, Zhu-Hong, Yang, Shan, Yi, Hai-Cheng, Chen, Zhan-Heng, Zheng, Kai
Publicado 2020

Prediction of Self-Interacting Proteins from Protein Sequence Information Based on Random Projection Model and Fast Fourier Transform

por Chen, Zhan-Heng, You, Zhu-Hong, Li, Li-Ping, Wang, Yan-Bin, Wong, Leon, Yi, Hai-Cheng
Publicado 2019

Identification of self-interacting proteins by integrating random projection classifier and finite impulse response filter

por Chen, Zhan-Heng, You, Zhu-Hong, Li, Li-Ping, Wang, Yan-Bin, Qiu, Yu, Hu, Peng-Wei
Publicado 2019

MIPDH: A Novel Computational Model for Predicting microRNA–mRNA Interactions by DeepWalk on a Heterogeneous Network

por Wong, Leon, You, Zhu-Hong, Guo, Zhen-Hao, Yi, Hai-Cheng, Chen, Zhan-Heng, Cao, Mei-Yuan
Publicado 2020

MSPEDTI: Prediction of Drug–Target Interactions via Molecular Structure with Protein Evolutionary Information

por Wang, Lei, Wong, Leon, Chen, Zhan-Heng, Hu, Jing, Sun, Xiao-Fei, Li, Yang, You, Zhu-Hong
Publicado 2022

ACP-DL: A Deep Learning Long Short-Term Memory Model to Predict Anticancer Peptides Using High-Efficiency Feature Representation

por Yi, Hai-Cheng, You, Zhu-Hong, Zhou, Xi, Cheng, Li, Li, Xiao, Jiang, Tong-Hai, Chen, Zhan-Heng
Publicado 2019

A learning based framework for diverse biomolecule relationship prediction in molecular association network

por Guo, Zhen-Hao, You, Zhu-Hong, Huang, De-Shuang, Yi, Hai-Cheng, Chen, Zhan-Heng, Wang, Yan-Bin
Publicado 2020

Prediction of Drug–Target Interactions From Multi-Molecular Network Based on Deep Walk Embedding Model

por Chen, Zhan-Heng, You, Zhu-Hong, Guo, Zhen-Hao, Yi, Hai-Cheng, Luo, Gong-Xu, Wang, Yan-Bin
Publicado 2020

Bioentity2vec: Attribute- and behavior-driven representation for predicting multi-type relationships between bioentities

por Guo, Zhen-Hao, You, Zhu-Hong, Wang, Yan-Bin, Huang, De-Shuang, Yi, Hai-Cheng, Chen, Zhan-Heng
Publicado 2020

A Novel Method to Predict Drug-Target Interactions Based on Large-Scale Graph Representation Learning

por Zhao, Bo-Wei, You, Zhu-Hong, Hu, Lun, Guo, Zhen-Hao, Wang, Lei, Chen, Zhan-Heng, Wong, Leon
Publicado 2021

A learning-based method to predict LncRNA-disease associations by combining CNN and ELM

por Guo, Zhen-Hao, Chen, Zhan-Heng, You, Zhu-Hong, Wang, Yan-Bin, Yi, Hai-Cheng, Wang, Mei-Neng
Publicado 2022

Learning from low-rank multimodal representations for predicting disease-drug associations

por Hu, Pengwei, Huang, Yu-an, Mei, Jing, Leung, Henry, Chen, Zhan-heng, Kuang, Ze-min, You, Zhu-hong, Hu, Lun
Publicado 2021

MeSHHeading2vec: a new method for representing MeSH headings as vectors based on graph embedding algorithm

por Guo, Zhen-Hao, You, Zhu-Hong, Huang, De-Shuang, Yi, Hai-Cheng, Zheng, Kai, Chen, Zhan-Heng, Wang, Yan-Bin
Publicado 2020