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Chun Ouyang
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Year
Comprehensive review of deep learning in orthopaedics: Applications, challenges, trustworthiness, and fusion
L Alzubaidi, ALD Khamael, A Salhi, Z Alammar, MA Fadhel, AS Albahri, ...
Artificial Intelligence in Medicine, 102935, 2024
2024
Investigating Imperceptibility of Adversarial Attacks on Tabular Data: An Empirical Analysis
Z He, C Ouyang, L Alzubaidi, A Barros, C Moreira
arXiv preprint arXiv:2407.11463, 2024
2024
DALL-M: Context-Aware Clinical Data Augmentation with LLMs
C Hsieh, C Moreira, IB Nobre, SC Sousa, C Ouyang, M Brereton, J Jorge, ...
arXiv preprint arXiv:2407.08227, 2024
2024
EyeXNet: Enhancing Abnormality Detection and Diagnosis via Eye-Tracking and X-ray Fusion
C Hsieh, A Luís, J Neves, IB Nobre, SC Sousa, C Ouyang, J Jorge, ...
Machine Learning and Knowledge Extraction 6 (2), 1055-1071, 2024
2024
Process Query Language: Design, Implementation, and Evaluation
A Polyvyanyy, M ter Hofstede, Arthur H.M., La Rosa, C Ouyang, A Pika
Information Systems 122, 102337, 2024
13*2024
Generating Feasible and Plausible Counterfactual Explanations for Outcome Prediction of Business Processes
A Stevens, C Ouyang, J De Smedt, C Moreira
arXiv preprint arXiv:2403.09232, 2024
2024
Trustworthy deep learning framework for the detection of abnormalities in X-ray shoulder images
L Alzubaidi, A Salhi, MA Fadhel, J Bai, F Hollman, K Italia, R Pareyon, ...
PLoS ONE 19 (3), doi.org/10.1371/journal.pone.0299545, 2024
82024
Counterfactual Explanations for Predictive Process Analytics
A Stevens, C Ouyang, J De Smedt, C Moreira
ORBEL 38, Date: 2024/02/08-2024/02/09, Location: Antwerp, 2024
2024
Shedding light on ai in radiology: A systematic review and taxonomy of eye gaze-driven interpretability in deep learning
J Neves, C Hsieh, IB Nobre, SC Sousa, C Ouyang, A Maciel, A Duchowski, ...
European Journal of Radiology, 111341, 2024
22024
Explainable and Effective Process Remaining Time Prediction Using Feature-Informed Cascade Prediction Model
N Guo, C Liu, C Li, Q Zeng, C Ouyang, Q Liu, X Lu
IEEE Transactions on Services Computing, 2024
12024
Benchmarking Instance-Centric Counterfactual Algorithms for XAI: From White Box to Black Box
C Moreira, YL Chou, C Hsieh, C Ouyang, J Pereira, J Jorge
ACM Computing Surveys, 2024
2024
Generating multi-level explanations for process outcome predictions
B Wickramanayake, C Ouyang, Y Xu, C Moreira
Engineering Applications of Artificial Intelligence 125, 106678, 2023
52023
MDF-Net for abnormality detection by fusing X-rays with clinical data
C Hsieh, IB Nobre, SC Sousa, C Ouyang, M Brereton, JC Nascimento, ...
Scientific Reports 13 (1), 15873, 2023
8*2023
Through the looking glass: evaluating post hoc explanations using transparent models
M Velmurugan, C Ouyang, R Sindhgatta, C Moreira
International Journal of Data Science and Analytics, 1-21, 2023
22023
Towards data-driven business process redesign through the lens of process mining case studies
Z Wang, R Syed, C Ouyang
International Conference on Business Process Management, 259-271, 2023
12023
Comparing visual search patterns in chest x-ray diagnostics
C Moreira, DM Alvito, SC Sousa, IMGB Nobre, C Ouyang, R Kopper, ...
Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 1-6, 2023
32023
BPCE: A Prototype for Co-Evolution between Business Process Variants through Configurable Process Model
L Liu, X Guo, C Ouyang, PCK Hung, HY Zhang, K He, C Mo, Z Feng
arXiv preprint arXiv:2303.17388, 2023
2023
Mimic-eye: Integrating mimic datasets with reflacx and eye gaze for multimodal deep learning applications
C Hsieh, C Ouyang, JC Nascimento, J Pereira, J Jorge, C Moreira
PhysioNet (version 1.0. 0), 2023
52023
A systematic review of trustworthy and explainable artificial intelligence in healthcare: assessment of quality, bias risk, and data fusion
MD AS Albahri, Ali M Duhaim, Mohammed A Fadhel, Alhamzah Alnoor, Noor S ...
Information Fusion 96, 156-191, 2023
2392023
Learning execution contexts from event logs
J Yang, C Ouyang, AHM ter Hofstede
Proceedings of the 2nd International Workshop on Process Management in the …, 2023
2023
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Articles 1–20