Enhancing Transparency of Black-box Soft-margin SVM by Integrating Data-based Prior Information. - Shaohan Chen; Chuanhou Gao; Ping Zhang (CoRR, 2017)

Deep Learning Based Non-rigid Device Tracking in Ultrasound Image. - Shaohan Chen; Shu Wang (CSAI/ICIMT, 2018)

Asymptotic performance of regularized multi-task learning. - Shaohan Chen; Chuanhou Gao (CoRR, 2018)

Knowledge Integrated Classifier Design Based on Utility Optimization. - Shaohan Chen; Chuanhou Gao (CoRR, 2018)

Linear Priors Mined and Integrated for Transparency of Blast Furnace Black-Box SVM Model. - Shaohan Chen; Chuanhou Gao (IEEE Trans. Ind. Informatics, 2020)

Analyzing the Synergy between HCI and TRIZ in Product Innovation through a Systematic Review of the Literature. - Shaohan Chen; Khairul Manami Kamarudin; Shihua Yan (Adv. Hum. Comput. Interact., 2021)

Transfer Learning in Information Criteria-based Feature Selection. - Shaohan Chen; Nikolaos V. Sahinidis; Chuanhou Gao (J. Mach. Learn. Res., 2022)

Domain Knowledge integrated for Blast Furnace Classifier Design. - Shaohan Chen; Di Fan; Chuanhou Gao (CoRR, 2023)

Incorporation of Data-Mined Knowledge into Black-Box SVM for Interpretability. - Shaohan Chen; Chuanhou Gao; Ping Zhang (ACM Trans. Intell. Syst. Technol., 2023)

Identification of Prognostic Biomarkers for Stage III Non-Small Cell Lung Carcinoma in Female Nonsmokers Using Machine Learning. - Huili Zheng; Qimin Zhang; Yiru Gong; Zheyan Liu; Shaohan Chen (ICBASE, 2024)

A Comparative Study of Machine Learning Approaches for Diabetes Risk Prediction: Insights from SHAP and Feature Importance. - Zheyan Liu; Qimin Zhang; Huili Zheng; Shaohan Chen; Yiru Gong (ICMLCA, 2024)

Graphical Structural Learning of rs-fMRI data in Heavy Smokers. - Yiru Gong; Qimin Zhang; Huili Zheng; Zheyan Liu; Shaohan Chen (CoRR, 2024)

Cardiovascular Disease Detection By Leveraging Semi-Supervised Learning. - Shaohan Chen; Zheyan Liu; Huili Zheng; Qimin Zhang; Yiru Gong (CoRR, 2024)

Efficacy of Regularized Multitask Learning Based on SVM Models. - Shaohan Chen; Zhou Fang; Sijie Lu; Chuanhou Gao (IEEE Trans. Cybern., 2024)