Yanchun Zhang

Yanchun Zhang

Victoria University

H-index: 67

Oceania-Australia

About Yanchun Zhang

Yanchun Zhang, With an exceptional h-index of 67 and a recent h-index of 50 (since 2020), a distinguished researcher at Victoria University, specializes in the field of web, data mining, database, health informatics, information systems.

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

A survey on differential privacy for medical data analysis

A Multi-task Dynamic Graph Attention Autoencoder for Imbalanced Multi-Label Time Series Classification

Bimodal Feature Fusion Convolutional Neural Network for Detecting Obstructive Sleep Apnea/Hypopnea from Nasal Airflow and Oximetry Signals

Machine Learning for Time-to-Event Prediction and Survival Clustering: A Review from Statistics to Deep Neural Networks

Exploring non-invasive precision treatment in non-small cell lung cancer patients through deep learning radiomics across imaging features and molecular phenotypes

Privacy-preserving data publishing: an information-driven distributed genetic algorithm

Non-invasive decision support for clinical treatment of non-small cell lung cancer using a multiscale radiomics approach

MF2POSE: Multi-task Feature Fusion Pseudo-Siamese Network for intrusion detection using Category-distance Promotion Loss

Yanchun Zhang Information

University

Position

___

Citations(all)

15325

Citations(since 2020)

8476

Cited By

9544

hIndex(all)

67

hIndex(since 2020)

50

i10Index(all)

297

i10Index(since 2020)

195

Email

University Profile Page

Google Scholar

Yanchun Zhang Skills & Research Interests

web

data mining

database

health informatics

information systems

Top articles of Yanchun Zhang

A survey on differential privacy for medical data analysis

2023/6/10

Yanchun Zhang
Yanchun Zhang

H-Index: 33

Hong Yang
Hong Yang

H-Index: 28

A Multi-task Dynamic Graph Attention Autoencoder for Imbalanced Multi-Label Time Series Classification

IEEE Transactions on Neural Networks and Learning, https://ieeexplore.ieee.org/document/10456589

2024/3

Bimodal Feature Fusion Convolutional Neural Network for Detecting Obstructive Sleep Apnea/Hypopnea from Nasal Airflow and Oximetry Signals

Artificial Intelligence in Medicine

2024/2

Machine Learning for Time-to-Event Prediction and Survival Clustering: A Review from Statistics to Deep Neural Networks

2024/1

Yang Hong
Yang Hong

H-Index: 20

Yanchun Zhang
Yanchun Zhang

H-Index: 33

Exploring non-invasive precision treatment in non-small cell lung cancer patients through deep learning radiomics across imaging features and molecular phenotypes

Biomarker Research

2024/1/25

Privacy-preserving data publishing: an information-driven distributed genetic algorithm

World Wide Web

2024/1

Non-invasive decision support for clinical treatment of non-small cell lung cancer using a multiscale radiomics approach

Radiotherapy and Oncology

2024/2/1

MF2POSE: Multi-task Feature Fusion Pseudo-Siamese Network for intrusion detection using Category-distance Promotion Loss

Knowledge-Based Systems

2024/1

Distributed Cooperative Coevolution of Data Publishing Privacy and Transparency

ACM Transactions on Knowledge Discovery from Data

2023

C-MWCAR: Classification Based on Multiple Weighted Class Association Rules

Applied Sciences

2023/7/11

Improving adversarial robustness of medical imaging systems via adding global attention noise

Computers in Biology and Medicine

2023/7

Radiomics under 2D Regions, 3D Regions, and Peritumoral Regions Reveal Tumor Heterogeneity in Non-Small Cell Lung Cancer: A Multicenter Study

La radiologia medica

2023/9

MIM: A Multiple Integration Model for Intrusion Detection on Imbalanced Samples

2023/6/9

A Comprehensive Survey on Multi-view Clustering

2023/4/25

A federated learning and blockchain framework for physiological signal classification based on continual learning

Information Sciences

2023/6/1

Antisocial Behavior Identification from Twitter Feeds Using Traditional Machine Learning Algorithms and Deep Learning.

EAI Endorsed Transactions on Scalable Information Systems

2023/5/12

Postoperative prognostic nomogram for adult grade II/III astrocytoma in the Chinese Han population

Health Information Science and Systems

2023/5/4

Anomaly Detection in Quasi-Periodic Time Series based on Automatic Data Segmentation and Attentional LSTM-CNN (Extended Abstract)

IEEE Transactions on Knowledge and Data Engineering

2020/8/6

A Differential Diagnose Method for Dermoscopy Images

2023/5

MCnet: Multiscale visible image and infrared image fusion network

Signal Processing

2023/5/1

See List of Professors in Yanchun Zhang University(Victoria University)

Co-Authors

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