Jiarui Xie

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 17

Top Topics

Systematic Review

Production Process

Machine Learning

Top Venues

Eng. Appl. Artif. Intell.

J. Comput. Inf. Sci. Eng.

Int. J. Approx. Reason.

Publications

Jiarui Xie, Ana-Paula Correia
The effects of instructor participation in asynchronous online discussions on student performance: A systematic review. Br. J. Educ. Technol. 55 (1) (2024)
Mutahar Safdar, Jiarui Xie, Andrei Mircea, Yaoyao Fiona Zhao
Human-artificial intelligence teaming for scientific information extraction from data-driven additive manufacturing research using large language models. CoRR (2024)
Jiarui Xie, Mutahar Safdar, Andrei Mircea, Yan Lu, Hyunwoong Ko, Zhuo Yang, Yaoyao Fiona Zhao
Towards reproducible machine learning-based process monitoring and quality prediction research for additive manufacturing. CoRR (2024)
Jiarui Xie, Chonghui Zhang, Manuel Sage, Mutahar Safdar, Yaoyao Fiona Zhao
A sequential cross-product knowledge accumulation, extraction and transfer framework for machine learning-based production process modelling. Int. J. Prod. Res. 62 (12) (2024)
Mutahar Safdar, Jiarui Xie, Hyunwoong Ko, Yan Lu, Guy Lamouche, Yaoyao Fiona Zhao
Transferability Analysis of Data-Driven Additive Manufacturing Knowledge: A Case Study Between Powder Bed Fusion and Directed Energy Deposition. J. Comput. Inf. Sci. Eng. 24 (4) (2024)
Jiarui Xie, Chonghui Zhang, Lijun Sun, Yaoyao Fiona Zhao
Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design Based on Active Learning. J. Comput. Inf. Sci. Eng. 24 (4) (2024)
Ying Zhang, Mutahar Safdar, Jiarui Xie, Jinghao Li, Manuel Sage, Yaoyao Fiona Zhao
A systematic review on data of additive manufacturing for machine learning applications: the data quality, type, preprocessing, and management. J. Intell. Manuf. 34 (8) (2023)
Jiarui Xie, Manuel Sage, Yaoyao Fiona Zhao
Feature selection and feature learning in machine learning applications for gas turbines: A review. Eng. Appl. Artif. Intell. 117 (Part) (2023)
Chonghui Zhang, Jiarui Xie, Ali Shanian, Mitch Kibsey, Yaoyao Fiona Zhao
A hybrid deep learning approach for the design of 2D low porosity auxetic metamaterials. Eng. Appl. Artif. Intell. 123 (Part B) (2023)
Mutahar Safdar, Jiarui Xie, Hyunwoong Ko, Yan Lu, Guy Lamouche, Yaoyao Fiona Zhao
Transferability analysis of data-driven additive manufacturing knowledge: a case study between powder bed fusion and directed energy deposition. CoRR (2023)
Jiarui Xie, Chonghui Zhang, Lijun Sun, Yaoyao Fiona Zhao
Fairness- and uncertainty-aware data generation for data-driven design. CoRR (2023)
Jiarui Xie, Aditya Saluja, Amirmohammad Rahimizadeh, Kazem Fayazbakhsh
Development of automated feature extraction and convolutional neural network optimization for real-time warping monitoring in 3D printing. Int. J. Comput. Integr. Manuf. 35 (8) (2022)
Liang Wu, Miaomiao Jiang, Yuzhou Wang, Biaofeng Zhou, Yunfan Sun, Kaiqian Zhou, Jiarui Xie, Yu Zhong, Zhikun Zhao, Michael Dean, Yong Hou, Shiping Liu
scDPN for High-throughput Single-cell CNV Detection to Uncover Clonal Evolution During HCC Recurrence. Genom. Proteom. Bioinform. 19 (3) (2021)
Violaine Antoine, Jose A. Guerrero, Jiarui Xie
Fast semi-supervised evidential clustering. Int. J. Approx. Reason. 133 (2021)
Jiarui Xie, Thierry Chateau, Violaine Antoine
A subjective-logic-based model uncertainty estimation mechanism for out-of-domain detection. IJCNN (2021)
Jiarui Xie, Violaine Antoine, Thierry Chateau
PCMO: Partial Classification from CNN-Based Model Outputs. ICONIP (3) (2021)
Jiarui Xie, Violaine Antoine
On a New Evidential C-Means Algorithm with Instance-Level Constraints. SUM (2019)
Wangshu Zhang, Jiarui Xie, Xinjian Zhuo
An evolutionary approach to genetic algorithm on minimizing network coding resources. IC-NIDC (2012)