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K

Katarzyna Musiał

university of technology sydney

23H指数
154论文数
2.5K被引数
收录论文 27
发表时间
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Applicability of the minimal dominating set for influence maximization in multilayer networks最小支配集在多层网络中影响最大化的适用性
errJournal of Complex Networks
IF0
err2025-12-01
err0
PREAI
errCzuba, Michal; Jia, Mingshan; Brodka, Piotr; Musial, Katarzyna
err分享
err收藏
Machine learning methods for small data and upstream bioprocessing applications: A comprehensive review小数据集和上游生物加工应用中的机器学习方法：一项综合综述
errBiotechnology Advances
IF12.5
err2025-11-17
err0
errOAAI
errJohnny Peng; Thanh Tung Khuat; Katarzyna Musial; Bogdan Gabrys
err分享
err收藏
Examining the Role of Structural and Functional Social Network Characteristics in the Context of Chronic Pain: An Ego-centered Network Design
errJOURNAL OF PAIN
IF4
err2024-09-01
err0
PREAI
errVan Alboom, Maite; Baert, Fleur; Bernardes, Sonia F.; Verhofstadt, Lesley; Bracke, Piet; Jia, Mingshan; Musial, Katarzyna; Gabrys, Bogdan; Goubert, Liesbet
err分享
err收藏
On the Effectiveness of Heterogeneous Ensembles Combining Graph Neural Networks and Heuristics for Dynamic Link Prediction
errIEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
IF7.9
err2024-07-01
err1
PREAI
errSkarding, Joakim; Gabrys, Bogdan; Musial, Katarzyna
err分享
err收藏
On taking advantage of opportunistic meta-knowledge to reduce configuration spaces for automated machine learning
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-04-01
err1
errOAAI
errKedziora, David Jacob; Nguyen, Tien-Dung; Musial, Katarzyna; Gabrys, Bogdan
err分享
err收藏
Automated Deep Learning: Neural Architecture Search Is Not the End自动化深度学习: 神经架构搜索不是终点
errFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
err2024-01-01
err1
errOAAI
errDong, Xuanyi; Kedziora, David Jacob; Musial, Katarzyna; Gabrys, Bogdan
err分享
err收藏
A Robust Comparative Analysis of Graph Neural Networks on Dynamic Link Prediction (vol 10, pg 64146, 2022)
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errSkarding, Joakim; Hellmich, Matthew; Gabrys, Bogdan; Musial, Katarzyna
err分享
err收藏
AutonoML: Towards an Integrated Framework for Autonomous Machine LearningAutonoML: 面向自主机器学习的集成框架
errFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
err2024-01-01
err0
errOAAI
errKedziora, David Jacob; Musial, Katarzyna; Gabrys, Bogdan
err分享
err收藏
Inferring actual treatment pathways from patient records
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2023-12-01
err2
errOAAI
errWilkins-Caruana, Adrian; Bandara, Madhushi; Musial, Katarzyna; Catchpoole, Daniel; Kennedy, Paul J.
err分享
err收藏
Machine learning for administrative health records: A systematic review of techniques and applications
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2023-10-01
err7
errOAAI
errCaruana, Adrian; Bandara, Madhushi; Musial, Katarzyna; Catchpoole, Daniel; Kennedy, Paul J.
err分享
err收藏
A Network Science Perspective of Graph Convolutional Networks: A Survey
errIEEE ACCESS
IF3.6
err2023-01-01
err5
errOAAI
errJia, Mingshan; Gabrys, Bogdan; Musial, Katarzyna
err分享
err收藏
Review and Assessment of Digital Twin-Oriented Social Network Simulators
errIEEE ACCESS
IF3.6
err2023-01-01
err3
errOAAI
errWen, Jiaqi; Gabrys, Bogdan; Musial, Katarzyna
err分享
err收藏
Measuring Quadrangle Formation in Complex Networks
errIEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
IF7.9
err2022-03-01
err9
errOAAI
errJia, Mingshan; Gabrys, Bogdan; Musial, Katarzyna
err分享
err收藏
A Robust Comparative Analysis of Graph Neural Networks on Dynamic Link Prediction图神经网络在动态链路预测中的鲁棒性比较分析
errIEEE ACCESS
IF3.6
err2022-01-01
err13
errOAAI
errSkarding, Joakim; Hellmich, Matthew; Gabrys, Bogdan; Musial, Katarzyna
err分享
err收藏
Community Detection in Social Networks Considering Social Behaviors
errIEEE ACCESS
IF3.6
err2022-01-01
err4
errOAAI
errWang, Yingkui; Jin, Di; He, Dongxiao; Musial, Katarzyna; Dang, Jianwu
err分享
err收藏
Toward Digital Twin Oriented Modeling of Complex Networked Systems and Their Dynamics: A Comprehensive Survey
errIEEE ACCESS
IF3.6
err2022-01-01
err16
errOAAI
errWen, Jiaqi; Gabrys, Bogdan; Musial, Katarzyna
err分享
err收藏
AutoWeka4MCPS-AVATAR: Accelerating automated machine learning pipeline composition and optimisationAutoWeka4MCPS-AVATAR: 加速自动化机器学习流水线的组成和优化
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2021-12-01
err7
errOAAI
errTien-Dung Nguyen; Musial, Katarzyna; Gabrys, Bogdan
err分享
err收藏
Data-driven approach for tailoring facilitation strategies to overcome implementation barriers in community pharmacy
errIMPLEMENTATION SCIENCE
IF13.4
err2021-07-19
err14
errOAAI
errMoussa, Lydia; Benrimoj, Shalom; Musial, Katarzyna; Kocbek, Simon; Garcia-Cardenas, Victoria
err分享
err收藏
A Scalable Redefined Stochastic Blockmodel可扩展的重新定义的随机块模型
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2021-04-21
err28
PREAI
errLiu, Xueyan; Yang, Bo; Chen, Hechang; Musial, Katarzyna; Chen, Hongxu; Li, Yang; Zuo, Wanli
err分享
err收藏
Foundations and Modeling of Dynamic Networks Using Dynamic Graph Neural Networks: A Survey
errIEEE ACCESS
IF3.6
err2021-01-01
err163
errOAAI
errSkarding, Joakim; Gabrys, Bogdan; Musial, Katarzyna
err分享
err收藏

研究方向

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合作学者
合作期刊
M
Muhammad Imran
H 指数: 77 · 论文数: 456
L
Liesbet Goubert
H 指数: 58 · 论文数: 354
P
Paul Kennedy
H 指数: 53 · 论文数: 492
I
Imran Razzak
H 指数: 50 · 论文数: 436
P
Piet Bracke
H 指数: 45 · 论文数: 476
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