Yi-Ping Phoebe Chen

Yi-Ping Phoebe Chen

La Trobe University

H-index: 55

Oceania-Australia

About Yi-Ping Phoebe Chen

Yi-Ping Phoebe Chen, With an exceptional h-index of 55 and a recent h-index of 38 (since 2020), a distinguished researcher at La Trobe University, specializes in the field of Multimedia, Bioinformatics, Artificial Intelligence, Data Mining and Machine Learning, Pattern Recognition and Knowledge Discove.

His recent articles reflect a diverse array of research interests and contributions to the field:

Validating Siamese embedded neural networks with identical representations for efficient model convergence

A Scalable Energy Consumption Optimization in Downlink Cell-Free Massive MIMO

Graph spatiotemporal process for multivariate time series anomaly detection with missing values

Centralized and Federated Learning for COVID-19 Detection With Chest X-Ray Images: Implementations and Analysis

Deep learning exploration of single-cell and spatially resolved cancer transcriptomics to unravel tumour heterogeneity

Class activation attention transfer neural networks for MCI conversion prediction

SoK: Systematizing Attack Studies in Federated Learning–From Sparseness to Completeness

Deepmnf: Deep multimodal neuroimaging framework for diagnosing autism spectrum disorder

Yi-Ping Phoebe Chen Information

University

Position

Professor of Computer Science Australia

Citations(all)

9571

Citations(since 2020)

5229

Cited By

10165

hIndex(all)

55

hIndex(since 2020)

38

i10Index(all)

179

i10Index(since 2020)

109

Email

University Profile Page

La Trobe University

Google Scholar

View Google Scholar Profile

Yi-Ping Phoebe Chen Skills & Research Interests

Multimedia

Bioinformatics

Artificial Intelligence

Data Mining and Machine Learning

Pattern Recognition and Knowledge Discove

Top articles of Yi-Ping Phoebe Chen

Title

Journal

Author(s)

Publication Date

Validating Siamese embedded neural networks with identical representations for efficient model convergence

Knowledge-Based Systems

Mathias Hoy Talbo

Haishuai Wang

Lianhua Chi

Yi-Ping Phoebe Chen

2024/2/28

A Scalable Energy Consumption Optimization in Downlink Cell-Free Massive MIMO

IEEE Wireless Communications Letters

Yijie Gao

Peng Cheng

Zhuo Chen

Khoa Tran Phan

Wei Xiang

...

2023/11/6

Graph spatiotemporal process for multivariate time series anomaly detection with missing values

Information Fusion

Yu Zheng

Huan Yee Koh

Ming Jin

Lianhua Chi

Haishuai Wang

...

2024/6/1

Centralized and Federated Learning for COVID-19 Detection With Chest X-Ray Images: Implementations and Analysis

IEEE Transactions on Emerging Topics in Computational Intelligence

Sadaf Naf

Khoa T Phan

Yi-Ping Phoebe Chen

2023/1

Deep learning exploration of single-cell and spatially resolved cancer transcriptomics to unravel tumour heterogeneity

Computers in Biology and Medicine

Raid Halawani

Michael Buchert

Yi-Ping Phoebe Chen

2023/9/1

Class activation attention transfer neural networks for MCI conversion prediction

Computers in Biology and Medicine

Min Luo

Zhen He

Hui Cui

Yi-Ping Phoebe Chen

Phillip Ward

...

2023/4/1

SoK: Systematizing Attack Studies in Federated Learning–From Sparseness to Completeness

Geetanjli Sharma

MAP Chamikara

Mohan Baruwal Chhetri

Yi-Ping Phoebe Chen

2023/7/10

Deepmnf: Deep multimodal neuroimaging framework for diagnosing autism spectrum disorder

Artificial Intelligence in Medicine

S Qasim Abbas

Lianhua Chi

Yi-Ping Phoebe Chen

2023/2/1

A deep learning knowledge graph neural network for recommender systems

Machine Learning with Applications

Gurinder Kaur

Fei Liu

Yi-Ping Phoebe Chen

2023/12/15

Compact Transformer Tracker with Correlative Masked Modeling

Zikai Song

Run Luo

Junqing Yu

Yi-Ping Phoebe Chen

Wei Yang

2023/1/26

Deep reinforcement learning for online resource allocation in IoT networks: Technology, development, and future challenges

IEEE Communications Magazine

Peng Cheng

Youjia Chen

Ming Ding

Zhuo Chen

Sige Liu

...

2023/6/19

Benchmarking of computational methods for predicting circRNA-disease associations

Wei Lan

Yi Dong

Hongyu Zhang

Chunling Li

Qingfeng Chen

...

2023/1

Correlation-aware spatial–temporal graph learning for multivariate time-series anomaly detection

IEEE Transactions on Neural Networks and Learning Systems

Yu Zheng

Huan Yee Koh

Ming Jin

Lianhua Chi

Khoa T Phan

...

2023/11/14

Semantic Distance Adversarial Learning for Text-to-Image Synthesis

IEEE Transactions on Multimedia

Bowen Yuan

Yefei Sheng

Bing-Kun Bao

Yi-Ping Phoebe Chen

Changsheng Xu

2023/5/23

Transformed domain convolutional neural network for Alzheimer's disease diagnosis using structural MRI

Pattern Recognition

S Qasim Abbas

Lianhua Chi

Yi-Ping Phoebe Chen

2023/1/1

ex-vit: A novel explainable vision transformer for weakly supervised semantic segmentation

Pattern Recognition

Lu Yu

Wei Xiang

Juan Fang

Yi-Ping Phoebe Chen

Lianhua Chi

2023/10/1

Applying staged event-driven access control to combat ransomware

Computers & Security

Timothy McIntosh

ASM Kayes

Yi-Ping Phoebe Chen

Alex Ng

Paul Watters

2023/5/1

GANLDA: graph attention network for lncRNA-disease associations prediction

Neurocomputing

Wei Lan

Ximin Wu

Qingfeng Chen

Wei Peng

Jianxin Wang

...

2022/1/16

Using machine learning to predict health-related quality of life outcomes in patients with low grade glioma, meningioma, and acoustic neuroma

Plos one

Roshan Karri

Yi-Ping Phoebe Chen

Katharine J Drummond

2022/5/4

Advanced calibration of mortality prediction on cardiovascular disease using feature-based artificial neural network

Expert Systems with Applications

Linh Tran

Alessio Bonti

Lianhua Chi

Mohamed Abdelrazek

Yi-Ping Phoebe Chen

2022/10/1

See List of Professors in Yi-Ping Phoebe Chen University(La Trobe University)

Co-Authors

H-index: 66
Tharam Dillon

Tharam Dillon

La Trobe University

H-index: 32
Mehmet Somel

Mehmet Somel

Orta Dogu Teknik Üniversitesi

H-index: 22
Jia (Jackie) Rong

Jia (Jackie) Rong

Monash University

H-index: 20
Zhen He

Zhen He

La Trobe University

H-index: 18
Subha Kalyaanamoorthy

Subha Kalyaanamoorthy

University of Waterloo

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