Hai-Cheng Yi

发表

RPI-SE: a stacking ensemble learning framework for ncRNA-protein interactions prediction using sequence information

Hai-Cheng Yi, Zhu-Hong You, Mei-Neng Wang, 2020, BMC Bioinformatics.

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

Hai-Cheng Yi, Zhen-Hao Guo, Yan-Bin Wang, 2020, Communications Biology.

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

Hai-Cheng Yi, Zhen-Hao Guo, Zhu-Hong You, 2020, ACS omega.

Integrative Construction and Analysis of Molecular Association Network in Human Cells by Fusing Node Attribute and Behavior Information

Hai-Cheng Yi, Zhen-Hao Guo, Zhu-Hong You, 2019, Molecular therapy. Nucleic acids.

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

Hai-Cheng Yi, Zhen-Hao Guo, Yan-Bin Wang, 2020, Frontiers in Bioengineering and Biotechnology.

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

Hai-Cheng Yi, Zhen-Hao Guo, Yan-Bin Wang, 2020, GigaScience.

In Silico Identification of Anticancer Peptides with Stacking Heterogeneous Ensemble Learning Model and Sequence Information

Hai-Cheng Yi, Zhen-Hao Guo, Yan-Bin Wang, 2019, ICIC.

A Deep Learning Framework for Robust and Accurate Prediction of ncRNA-Protein Interactions Using Evolutionary Information

Hai-Cheng Yi, Zhu-Hong You, De-Shuang Huang, 2018, Molecular therapy. Nucleic acids.

A Novel Computational Approach for Predicting Drug-Target Interactions via Network Representation Learning

Hai-Cheng Yi, Ji-Ren Zhou, Zhu-Hong You, 2020, ICIC.

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

Hai-Cheng Yi, Tonghai Jiang, Zhan-Heng Chen, 2019, Molecular therapy. Nucleic acids.

Predicting Drug-Target Interactions by Node2vec Node Embedding in Molecular Associations Network

Hai-Cheng Yi, Zhen-Hao Guo, Yan-Bin Wang, 2020, ICIC.

Learning Representations to Predict Intermolecular Interactions on Large-Scale Heterogeneous Molecular Association Network

Hai-Cheng Yi, Zhen-Hao Guo, Zhu-Hong You, 2020, iScience.

Inferring Drug-miRNA Associations by Integrating Drug SMILES and MiRNA Sequence Information

Hai-Cheng Yi, Zhen-Hao Guo, Yan-Bin Wang, 2020, ICIC.

A Unified Deep Biological Sequence Representation Learning with Pretrained Encoder-Decoder Model

Hai-Cheng Yi, Zhen-Hao Guo, Zhu-Hong You, 2020, ICIC.

Combining Evolutionary Information and Sparse Bayesian Probability Model to Accurately Predict Self-interacting Proteins

Hai-Cheng Yi, Zhen-Hao Guo, Yan-Bin Wang, 2019, ICIC.

A Gated Recurrent Unit Model for Drug Repositioning by Combining Comprehensive Similarity Measures and Gaussian Interaction Profile Kernel

Hai-Cheng Yi, Yan-Bin Wang, Zhu-Hong You, 2019, ICIC.

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

Hai-Cheng Yi, Zhu-Hong You, Zhan-Heng Chen, 2019, International journal of molecular sciences.

Construct a molecular associations network to systematically understand intermolecular associations in Human cells

Hai-Cheng Yi, Zhen-Hao Guo, Zhu-Hong You, 2019, bioRxiv.

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

Hai-Cheng Yi, Zhen-Hao Guo, Yan-Bin Wang, 2019, bioRxiv.

Learning Representation of Molecules in Association Network for Predicting Intermolecular Associations

Hai-Cheng Yi, Zhen-Hao Guo, Zhu-Hong You, 2020, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

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

Hai-Cheng Yi, Zhen-Hao Guo, Yan-Bin Wang, 2020, Briefings Bioinform..

Construction and Analysis of Molecular Association Network by Combining Behavior Representation and Node Attributes

Hai-Cheng Yi, Zhen-Hao Guo, Zhu-Hong You, 2019, Front. Genet..

Detection of Interactions between Proteins by Using Legendre Moments Descriptor to Extract Discriminatory Information Embedded in PSSM

Hai-Cheng Yi, Yan-Bin Wang, Yu-An Huang, 2017, Molecules.

Using Weighted Extreme Learning Machine Combined With Scale-Invariant Feature Transform to Predict Protein-Protein Interactions From Protein Evolutionary Information

Hai-Cheng Yi, Zhu-Hong You, Qiuzhen Lin, 2020, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

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

Hai-Cheng Yi, Yan-Bin Wang, Zhu-Hong You, 2020, BMC Medical Informatics and Decision Making.

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

Hai-Cheng Yi, Zhan-Heng Chen, Leon Wong, 2020, BMC Bioinform..

Learning distributed representations of RNA and protein sequences and its application for predicting lncRNA-protein interactions

Hai-Cheng Yi, Yan-Bin Wang, Zhu-Hong You, 2019, Computational and structural biotechnology journal.

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

Hai-Cheng Yi, Zhen-Hao Guo, Yan-Bin Wang, 2019, iScience.

Construction and Comprehensive Analysis of a Molecular Association Network via lncRNA–miRNA–Disease–Drug–Protein Graph

Hai-Cheng Yi, Zhen-Hao Guo, Zhu-Hong You, 2019, Cells.

BGFE: A Deep Learning Model for ncRNA-Protein Interaction Predictions Based on Improved Sequence Information

Hai-Cheng Yi, Zhao-Hui Zhan, Li-Ping Li, 2019, International journal of molecular sciences.

A Novel Computational Method for Predicting LncRNA-Disease Associations from Heterogeneous Information Network with SDNE Embedding Model

Hai-Cheng Yi, Zhen-Hao Guo, Zhu-Hong You, 2020, ICIC.

Protein-Protein Interaction Prediction by Integrating Sequence Information and Heterogeneous Network Representation

Hai-Cheng Yi, Zhen-Hao Guo, Zhu-Hong You, 2021, ICIC.

In silico drug repositioning using deep learning and comprehensive similarity measures

Hai-Cheng Yi, Zhu-Hong You, Tong-Hai Jiang, 2021, BMC Bioinformatics.

Detection of Drug-Drug Interactions Through Knowledge Graph Integrating Multi-attention with Capsule Network

Hai-Cheng Yi, Zhu-Hong You, Bo-Wei Zhao, 2021, ICIC.