Chun Ouyang

Chun Ouyang

Queensland University of Technology

H-index: 32

Oceania-Australia

About Chun Ouyang

Chun Ouyang, With an exceptional h-index of 32 and a recent h-index of 22 (since 2020), a distinguished researcher at Queensland University of Technology, specializes in the field of Process Mining, Explainable AI, Predictive Analytics, AI Robustness, Machine Learning.

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

Explainable and Effective Process Remaining Time Prediction Using Feature-Informed Cascade Prediction Model

Process Query Language: Design, Implementation, and Evaluation

Trustworthy deep learning framework for the detection of abnormalities in X-ray shoulder images

Shedding light on ai in radiology: A systematic review and taxonomy of eye gaze-driven interpretability in deep learning

Learning execution contexts from event logs

Towards Data-Driven Business Process Redesign Through the Lens of Process Mining Case Studies

Comparing visual search patterns in chest x-ray diagnostics

Towards risk-free trustworthy artificial intelligence: Significance and requirements

Chun Ouyang Information

University

Position

___

Citations(all)

6210

Citations(since 2020)

2156

Cited By

4536

hIndex(all)

32

hIndex(since 2020)

22

i10Index(all)

60

i10Index(since 2020)

31

Email

University Profile Page

Queensland University of Technology

Google Scholar

View Google Scholar Profile

Chun Ouyang Skills & Research Interests

Process Mining

Explainable AI

Predictive Analytics

AI Robustness

Machine Learning

Top articles of Chun Ouyang

Title

Journal

Author(s)

Publication Date

Explainable and Effective Process Remaining Time Prediction Using Feature-Informed Cascade Prediction Model

IEEE Transactions on Services Computing

Na Guo

Cong Liu

Caihong Li

Qingtian Zeng

Chun Ouyang

...

2024/1/15

Process Query Language: Design, Implementation, and Evaluation

Information Systems

Artem Polyvyanyy

Marcello ter Hofstede

Arthur H.M.

La Rosa

Chun Ouyang

...

2024/5

Trustworthy deep learning framework for the detection of abnormalities in X-ray shoulder images

PLoS ONE

Laith Alzubaidi

Asma Salhi

Mohammed A. Fadhel

Jinshuai Bai

Freek Hollman

...

2024/3/11

Shedding light on ai in radiology: A systematic review and taxonomy of eye gaze-driven interpretability in deep learning

José Neves

Chihcheng Hsieh

Isabel Blanco Nobre

Sandra Costa Sousa

Chun Ouyang

...

2024/2/1

Learning execution contexts from event logs

Proceedings of the 2nd International Workshop on Process Management in the AI Era (PMAI 2023): co-located with 31st International Joint Conference on Artificial Intelligence (IJCAI 2023)

Jing Yang

Chun Ouyang

Arthur HM ter Hofstede

2023

Towards Data-Driven Business Process Redesign Through the Lens of Process Mining Case Studies

Zeping Wang

Rehan Syed

Chun Ouyang

2023/9/11

Comparing visual search patterns in chest x-ray diagnostics

Catarina Moreira

Diogo Miguel Alvito

Sandra Costa Sousa

Isabel Maria Gomes Blanco Nobre

Chun Ouyang

...

2023/5/30

Towards risk-free trustworthy artificial intelligence: Significance and requirements

Laith Alzubaidi

Aiman Al-Sabaawi

Jinshuai Bai

Ammar Dukhan

Ahmed H Alkenani

...

2023/10/26

BPCE: A Prototype for Co-Evolution between Business Process Variants through Configurable Process Model

arXiv preprint arXiv:2303.17388

Linyue Liu

Xi Guo

Chun Ouyang

Patrick CK Hung

Hong-Yu Zhang

...

2023/3/30

Generating multi-level explanations for process outcome predictions

Engineering Applications of Artificial Intelligence

Bemali Wickramanayake

Chun Ouyang

Yue Xu

Catarina Moreira

2023/10/1

Mimic-eye: Integrating mimic datasets with reflacx and eye gaze for multimodal deep learning applications

PhysioNet (version 1.0. 0)

Chihcheng Hsieh

Chun Ouyang

Jacinto C Nascimento

Joao Pereira

Joaquim Jorge

...

2023/3/23

MDF-Net for abnormality detection by fusing X-rays with clinical data

Scientific Reports

Chihcheng Hsieh

Isabel Blanco Nobre

Sandra Costa Sousa

Chun Ouyang

Margot Brereton

...

2023/9/23

A systematic review of trustworthy and explainable artificial intelligence in healthcare: assessment of quality, bias risk, and data fusion

Ahmed Shihab Albahri

Ali M Duhaim

Mohammed A Fadhel

Alhamzah Alnoor

Noor S Baqer

...

2023/3/15

Through the looking glass: evaluating post hoc explanations using transparent models

International Journal of Data Science and Analytics

Mythreyi Velmurugan

Chun Ouyang

Renuka Sindhgatta

Catarina Moreira

2023/9/12

Benchmarking Counterfactual Algorithms for XAI: From White Box to Black Box

arXiv preprint arXiv:2203.02399

Catarina Moreira

Yu-Liang Chou

Chihcheng Hsieh

Chun Ouyang

Joaquim Jorge

...

2022/3/4

Mimicel: mimic-iv event log for emergency department

Jia Wei

Zhipeng He

Chun Ouyang

Catarina Moreira

2022/7/6

Configurable batch-processing discovery from event logs

ACM Transactions on Management Information Systems (TMIS)

Anastasiia Pika

Chun Ouyang

Arthur HM ter Hofstede

2022/2/4

OrdinoR: A framework for discovering, evaluating, and analyzing organizational models using event logs

Decision Support Systems

Jing Yang

Chun Ouyang

Wil MP van der Aalst

Arthur HM ter Hofstede

Yang Yu

2022/7/1

AMORETTO: a method for deriving IoT-enriched event logs

arXiv preprint arXiv:2212.02071

Jia Wei

Chun Ouyang

Arthur HM ter Hofstede

Catarina Moreira

2022/12/5

Electronic health record auditing for automatic detection of malpractices using LTL rules

C Wickramage

C Fidge

C Ouyang

T Sahama

2022

See List of Professors in Chun Ouyang University(Queensland University of Technology)

Co-Authors

H-index: 88
Jan Mendling

Jan Mendling

Humboldt-Universität zu Berlin

H-index: 76
Hajo A. Reijers

Hajo A. Reijers

Universiteit Utrecht

H-index: 76
Jianmin Wang

Jianmin Wang

Tsinghua University

H-index: 74
Michael Rosemann

Michael Rosemann

Queensland University of Technology

H-index: 45
Remco Dijkman

Remco Dijkman

Technische Universiteit Eindhoven

H-index: 44
Eric Verbeek

Eric Verbeek

Technische Universiteit Eindhoven

academic-engine