Ye Zhu, PhD, SMIEEE

Ye Zhu, PhD, SMIEEE

Deakin University

H-index: 15

Oceania-Australia

About Ye Zhu, PhD, SMIEEE

Ye Zhu, PhD, SMIEEE, With an exceptional h-index of 15 and a recent h-index of 15 (since 2020), a distinguished researcher at Deakin University, specializes in the field of Data Mining, Clustering, Anomaly Detection.

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

Anomaly Detection Based on Isolation Mechanisms: A Survey

Detecting Change Intervals with Isolation Distributional Kernel

Ensemble clustering: A practical tutorial

Automation and Orchestration of Zero Trust Architecture: Potential Solutions and Challenges

A new distributional treatment for time series anomaly detection

A multimodal fusion network with attention mechanisms for visual–textual sentiment analysis

Revisiting Streaming Anomaly Detection: Benchmark and Evaluation

Local Subsequence-Based Distribution for Time Series Clustering

Ye Zhu, PhD, SMIEEE Information

University

Position

___

Citations(all)

836

Citations(since 2020)

791

Cited By

253

hIndex(all)

15

hIndex(since 2020)

15

i10Index(all)

21

i10Index(since 2020)

20

Email

University Profile Page

Deakin University

Google Scholar

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Ye Zhu, PhD, SMIEEE Skills & Research Interests

Data Mining

Clustering

Anomaly Detection

Top articles of Ye Zhu, PhD, SMIEEE

Title

Journal

Author(s)

Publication Date

Anomaly Detection Based on Isolation Mechanisms: A Survey

Yang Cao

Haolong Xiang

Hang Zhang

Ye Zhu

Kai Ming Ting

2024/4

Detecting Change Intervals with Isolation Distributional Kernel

Journal of Artificial Intelligence Research

Yang Cao

Ye Zhu

Kai Ming Ting

Flora D Salim

Hong Xian Li

...

2024/1/25

Ensemble clustering: A practical tutorial

Caroline X Gao

Shengqi Wang

Ye Zhu

Myriam Ziou

Shu Mei Teo

...

2024/2/25

Automation and Orchestration of Zero Trust Architecture: Potential Solutions and Challenges

Yang Cao

Shiva Raj Pokhrel

Ye Zhu

Robin Doss

Gang Li

2024/1/25

A new distributional treatment for time series anomaly detection

The VLDB Journal

Kai Ming Ting

Zongyou Liu

Lei Gong

Hang Zhang

Ye Zhu

2024/2/15

A multimodal fusion network with attention mechanisms for visual–textual sentiment analysis

Expert Systems with Applications

Chenquan Gan

Xiang Fu

Qingdong Feng

Qingyi Zhu

Yang Cao

...

2024/5/15

Revisiting Streaming Anomaly Detection: Benchmark and Evaluation

Authorea Preprints

Yang Cao

Yixiao Ma

Ye Zhu

Kai Ming Ting

2024/2/11

Local Subsequence-Based Distribution for Time Series Clustering

Lei Gong

Hang Zhang

Zongyou Liu

Kai Ming Ting

Yang Cao

...

2024/4/25

Ripple Knowledge Graph Convolutional Networks For Recommendation Systems

Machine Intelligence Research, arXiv preprint arXiv:2305.01147

Chen Li

Yang Cao

Ye Zhu

Debo Cheng

Chengyuan Li

...

2023/5/2

Isolation kernel estimators

Knowledge and Information Systems

Kai Ming Ting

Takashi Washio

Jonathan Wells

Hang Zhang

Ye Zhu

2023/2

Towards a Persistence Diagram that is Robust to Noise and Varied Densities

Hang Zhang

Kaifeng Zhang

Kai Ming Ting

Ye Zhu

2023/6/15

Kernel-Based Feature Extraction for Time Series Clustering

Yuhang Liu

Yi Zhang

Yang Cao

Ye Zhu

Nayyar Zaidi

...

2023/8/9

Clustering-enhanced stock price prediction using deep learning

World wide web

Man Li

Ye Zhu

Yuxin Shen

Maia Angelova

2023/1

Convolutional autoencoder based on latent subspace projection for anomaly detection

Methods

Qien Yu

Chen Li

Ye Zhu

Takio Kurita

2023/6/1

An Enhanced Distributed Algorithm for Area Skyline Computation Based on Apache Spark

Chen Li

Yang Cao

Ye Zhu

Jinli Zhang

Annisa Annisa

...

2023/8/9

A novel feature-based framework enabling multi-type DDoS attacks detection

World Wide Web

Lu Zhou

Ye Zhu

Yong Xiang

Tianrui Zong

2023/1

An overview of clustering methods with guidelines for application in mental health research

Caroline X Gao

Dominic Dwyer

Ye Zhu

Catherine L Smith

Lan Du

...

2023/5/27

Kernel-based clustering via isolation distributional kernel

Information Systems

Ye Zhu

Kai Ming Ting

2023/7/1

Social tie-driven coupling propagation of user awareness and information in Device-to-Device communications

Computer Networks

Chenquan Gan

Anqi Liu

Qingyi Zhu

Ye Zhu

Yong Xiang

...

2023/12/1

CFNet: Facial expression recognition via constraint fusion under multi-task joint learning network

Applied Soft Computing

Junhao Xiao

Chenquan Gan

Qingyi Zhu

Ye Zhu

Gang Liu

2023/7/1

See List of Professors in Ye Zhu, PhD, SMIEEE University(Deakin University)

Co-Authors

H-index: 125
Zhi-Hua Zhou

Zhi-Hua Zhou

Nanjing University

H-index: 49
Wray Buntine

Wray Buntine

Monash University

H-index: 47
Gleb Beliakov

Gleb Beliakov

Deakin University

H-index: 43
Kai Ming Ting

Kai Ming Ting

Nanjing University

H-index: 34
Flora Salim

Flora Salim

RMIT University

H-index: 30
De-Chuan Zhan

De-Chuan Zhan

Nanjing University

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