Cargando…

PRWHMDA: Human Microbe-Disease Association Prediction by Random Walk on the Heterogeneous Network with PSO

Microorganisms resided in human body play a vital role in metabolism, immune defense, nutrition absorption, cancer control and protection against pathogen colonization. The changes of microbial communities can cause human diseases. Based on the known microbe-disease association, we presented a novel...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wu, Chuanyan, Gao, Rui, Zhang, Daoliang, Han, Shiyun, Zhang, Yusen
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Ivyspring International Publisher 2018
Materias:	Research Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6036753/ https://www.ncbi.nlm.nih.gov/pubmed/29989079 http://dx.doi.org/10.7150/ijbs.24539

Ejemplares similares

A novel approach for predicting microbe-disease associations by bi-random walk on the heterogeneous network
por: Zou, Shuai, et al.
Publicado: (2017)

PTPD: predicting therapeutic peptides by deep learning and word2vec
por: Wu, Chuanyan, et al.
Publicado: (2019)

Novel Collaborative Weighted Non-negative Matrix Factorization Improves Prediction of Disease-Associated Human Microbes
por: Xu, Da, et al.
Publicado: (2022)

RWHMDA: Random Walk on Hypergraph for Microbe-Disease Association Prediction
por: Niu, Ya-Wei, et al.
Publicado: (2019)

HeteEdgeWalk: A Heterogeneous Edge Memory Random Walk for Heterogeneous Information Network Embedding
por: Liu, Zhenpeng, et al.
Publicado: (2023)

MDAKRLS: Predicting human microbe-disease association based on Kronecker regularized least squares and similarities
por: Xu, Da, et al.
Publicado: (2021)

An Improved Routing Schema with Special Clustering Using PSO Algorithm for Heterogeneous Wireless Sensor Network
por: Wang, Jin, et al.
Publicado: (2019)

Graph neural network and multi-data heterogeneous networks for microbe-disease prediction
por: Gong, Houwu, et al.
Publicado: (2022)

Application of PSO-based LSTM Neural Network for Outpatient Volume Prediction
por: Lu, Wenjing, et al.
Publicado: (2021)

Optimizing drug–target interaction prediction based on random walk on heterogeneous networks
por: Seal, Abhik, et al.
Publicado: (2015)

Laplacian normalization and bi-random walks on heterogeneous networks for predicting lncRNA-disease associations
por: Wen, Yaping, et al.
Publicado: (2018)

A novel model for protein sequence similarity analysis based on spectral radius
por: Wu, Chuanyan, et al.
Publicado: (2018)

Predicting LncRNA–Disease Association by a Random Walk With Restart on Multiplex and Heterogeneous Networks
por: Yao, Yuhua, et al.
Publicado: (2021)

Human Microbe-Disease Association Prediction by a Novel Double-Ended Random Walk with Restart
por: Wang, Di, et al.
Publicado: (2020)

Drug Side-Effect Prediction Via Random Walk on the Signed Heterogeneous Drug Network
por: Hu, Baofang, et al.
Publicado: (2019)

Identification of Colon Cancer-Related RNAs Based on Heterogeneous Networks and Random Walk
por: Chen, Bolin, et al.
Publicado: (2022)

Metapath Aggregated Graph Neural Network and Tripartite Heterogeneous Networks for Microbe-Disease Prediction
por: Chen, Yali, et al.
Publicado: (2022)

A network embedding model for pathogenic genes prediction by multi-path random walking on heterogeneous network
por: Xu, Bo, et al.
Publicado: (2019)

Biased Random Walk With Restart on Multilayer Heterogeneous Networks for MiRNA–Disease Association Prediction
por: Qu, Jia, et al.
Publicado: (2021)

Defects Prediction Method for Radiographic Images Based on Random PSO Using Regional Fluctuation Sensitivity
por: Shang, Zhongyu, et al.
Publicado: (2023)

PSO-BP Neural Network-Based Strain Prediction of Wind Turbine Blades
por: Liu, Xin, et al.
Publicado: (2019)

Prediction model of PSO-BP neural network on coliform amount in special food
por: Deng, Yun, et al.
Publicado: (2019)

Reverse engineering module networks by PSO-RNN hybrid modeling
por: Zhang, Yuji, et al.
Publicado: (2009)

Network-based Phenome-Genome Association Prediction by Bi-Random Walk
por: Xie, MaoQiang, et al.
Publicado: (2015)

Three-Layer Heterogeneous Network Combined With Unbalanced Random Walk for miRNA-Disease Association Prediction
por: Yu, Limin, et al.
Publicado: (2020)

Prediction of O-glycosylation Sites Using Random Forest and GA-Tuned PSO Technique
por: Hassan, Hebatallah, et al.
Publicado: (2015)

Finding Community Modules of Brain Networks Based on PSO with Uniform Design
por: Zhang, Jie, et al.
Publicado: (2019)

The Application of Automatic Identification System Information and PSO-LSTM Neural Network in CRI Prediction
por: Zhou, Wei, et al.
Publicado: (2022)

AdPSO: Adaptive PSO-Based Task Scheduling Approach for Cloud Computing
por: Nabi, Said, et al.
Publicado: (2022)

FW-PSO Algorithm to Enhance the Invulnerability of Industrial Wireless Sensor Networks Topology
por: Zhang, Ying, et al.
Publicado: (2020)

A Self-Adaptive Discrete PSO Algorithm with Heterogeneous Parameter Values for Dynamic TSP
por: Strąk, Łukasz, et al.
Publicado: (2019)

Drug repositioning based on individual bi-random walks on a heterogeneous network
por: Wang, Yuehui, et al.
Publicado: (2019)

MLP-PSO Hybrid Algorithm for Heart Disease Prediction
por: Al Bataineh, Ali, et al.
Publicado: (2022)

Navigation by anomalous random walks on complex networks
por: Weng, Tongfeng, et al.
Publicado: (2016)

Predicting Microbe-Disease Association by Learning Graph Representations and Rule-Based Inference on the Heterogeneous Network
por: Lei, Xiujuan, et al.
Publicado: (2020)

Superstatistical analysis and modelling of heterogeneous random walks
por: Metzner, Claus, et al.
Publicado: (2015)

Visual Mechanism Characteristics of Static Painting Based on PSO-BP Neural Network
por: Wang, Hai, et al.
Publicado: (2021)

The Child Health PSO at 10 Years: An Emerging Learning Network
por: Levy, Fiona H., et al.
Publicado: (2021)

Characterizing gene sets using discriminative random walks with restart on heterogeneous biological networks
por: Blatti, Charles, et al.
Publicado: (2016)

Particle swarm optimization (PSO)
por: Walker, Brian
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_3rfpttqaaebatv35du528skh39