Articles

Editorial: Graph Embedding Methods for Multiple-Omics Data Analysis

in Computational Genomics

• Wei Lan
• Qingfeng Chen
• Yi-Ping Phoebe Chen
• Wilson Wen Bin Goh

Decoding Time-Varying Functional Connectivity Networks via Linear Graph Embedding Methods

• Ricardo P. Monti
• Romy Lorenz
• Peter Hellyer
• Robert Leech
• Christoforos Anagnostopoulos
• Giovanni Montana

WGEVIA: A Graph Level Embedding Method for Microcircuit Data

• Xiaomin Wu
• Shuvra S. Bhattacharyya
• Rong Chen

Graph Embedding Based Novel Gene Discovery Associated With Diabetes Mellitus

in Statistical Genetics and Methodology

• Jianzong Du
• Dongdong Lin
• Ruan Yuan
• Xiaopei Chen
• Xiaoli Liu
• Jing Yan

Non-linear Embedding Methods for Identifying Similar Brain Activity in 1 Million iEEG Records Captured From 256 RNS System Patients

in Data Science

• Sharanya Arcot Desai
• Thomas Tcheng
• Martha Morrell

Agarose stamped method: a simple and customizable immobilization technique for zebrafish larvae

in Individual and Social Behaviors

• John Jutoy
• Hossein Mehrabi
• Pushkar Bansal
• Erica E. Jung

To Embed or Not: Network Embedding as a Paradigm in Computational Biology

in Systems Biology Archive

• Walter Nelson
• Marinka Zitnik
• Bo Wang
• Jure Leskovec
• Anna Goldenberg
• Roded Sharan

Bifidobacterium Treated by Electrostatic Spray Drying Relieved Constipation by Changing the Relative Abundance of Bacteria Associated With Gastrointestinal Regulatory Peptides

in Microbiome in Health and Disease

• Tian Jiang
• Wenwei Lu
• Zhifeng Fang
• Hongchao Wang
• Jinlin Zhu
• Hao Zhang
• Jianxin Zhao

Multi-Task Network Representation Learning

in Decision Neuroscience

• Yu Xie
• Peixuan Jin
• Maoguo Gong
• Chen Zhang
• Bin Yu

T-EDGE: Temporal WEighted MultiDiGraph Embedding for Ethereum Transaction Network Analysis

in Social Physics

• Dan Lin
• Jiajing Wu
• Qi Yuan
• Zibin Zheng

Is Performance of Scholars Correlated to Their Research Collaboration Patterns?

in Data Mining and Management

• Hyeon-Ju Jeon
• O-Joun Lee
• Jason J. Jung

Machine learning approaches for predicting protein-ligand binding sites from sequence data

in Protein Bioinformatics

• Orhun Vural
• Leon Jololian

Exploring the Limits of Combined Image/'omics Analysis for Non-cancer Histological Phenotypes

in Computational Genomics

• Paul Gallins
• Ehsan Saghapour
• Yi-Hui Zhou

Detection of autism spectrum disorder using graph representation learning algorithms and deep neural network, based on fMRI signals

• Ali Yousefian
• Farzaneh Shayegh
• Zeinab Maleki

Comparative Analysis of Unsupervised Protein Similarity Prediction Based on Graph Embedding

in Computational Genomics

• Yuanyuan Zhang
• Ziqi Wang
• Shudong Wang
• Junliang Shang

Text-Graph Enhanced Knowledge Graph Representation Learning

in Language and Computation

• Linmei Hu
• Mengmei Zhang
• Shaohua Li
• Jinghan Shi
• Chuan Shi
• Cheng Yang
• Zhiyuan Liu