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Soheila Molaei

University of Oxford

H指数:11

被引数:427

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Graph-Based Machine Learning Identifies Oxygenated Block Polymer Replacements for Conventional Plastics and Elastics

基于图的机器学习识别含氧嵌段聚合物作为传统塑料和弹性体的替代品

Journal of the American Chemical Society

IF15.6

2026-03-040

OA

DynaGraph: interpretable dynamic graph learning for temporal electronic health records

DynaGraph：用于时序电子健康记录的可解释动态图学习

npj Digital Medicine

IF15.1

2026-01-160

OAAI

Learning Across the Divide: Personalised Federated Learning for Robust Clinical Modelling Under Data-View Heterogeneity

跨界学习：在数据-视图异构性下实现鲁棒临床建模的个性化联邦学习

IEEE Journal of Biomedical and Health Informatics

IF6.8

2025-09-180

PRE

Knowledge abstraction and filtering based federated learning over heterogeneous data views in healthcare (vol 7, 331 , 2021)

NPJ DIGITAL MEDICINE

IF15.1

2024-11-210

OAAI

Knowledge abstraction and filtering based federated learning over heterogeneous data views in healthcare

NPJ DIGITAL MEDICINE

IF15.1

2024-10-160

OAAI

Temporal dynamics unleashed: Elevating variational graph attention

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-09-010

OAAI

CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation Using Graph Neural Networks

JOURNAL OF HEALTHCARE INFORMATICS RESEARCH

IF3.7

2024-08-011

OAAI

Continuous patient state attention model for addressing irregularity in electronic health records

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2024-05-032

OAAI

DyVGRNN: DYnamic mixture Variational Graph Recurrent Neural Networks

DyVGRNN: 动态混合变分图递归神经网络

NEURAL NETWORKS

IF6.3

2023-08-013

OAAI

Improving Diagnostics with Deep Forest Applied to Electronic Health Records

通过将Deep Forest应用于电子健康记录来改善诊断

IF3.5

2023-07-213

OAAI

Graph representation learning based on deep generative gaussian mixture models

IF6.5

2023-02-018

OAAI

Learning Graph Representations With Maximal Cliques

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-02-0110

OA

GCNFusion: An efficient graph convolutional network based model for information diffusion

GCNFusion: 一种有效的基于图卷积网络的信息扩散模型

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-09-0111

OAAI

Deep node clustering based on mutual information maximization

基于互信息最大化的深度节点聚类

IF6.5

2021-09-0112

OAAI

Collaborative Deep Forest Learning for Recommender Systems

推荐系统的协作式深度森林学习

IF3.6

2021-01-0112

OA

Identifying influential nodes in heterogeneous networks

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2020-12-0127

PREAI

Deep learning approach on information diffusion in heterogeneous networks

KNOWLEDGE-BASED SYSTEMS

IF7.6

2020-02-0143

OAAI

Information Spread and Topic Diffusion in Heterogeneous Information Networks

SCIENTIFIC REPORTS

IF3.9

2018-06-2211

OAAI

Efficient Task Grouping Through Sample-Wise Optimisation Landscape Analysis

通过样本级优化景观分析实现高效任务分组

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

0

OA