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Articles

A Hybrid Sampling Approach Integrating Decision Tree and Subregional SMOTE for Imbalanced Credit Classification With Class Overlapping

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By Jianxin Zhu, Harbin Engineering Harbin, Sanya Nanhai Innovation
| Wiley Online Library Verified
J., M.Zhang, X.Zhang, and L.Yu. 2026. “A Hybrid Sampling Approach Integrating Decision Tree and Subregional SMOTE for Imbalanced Credit Classification With Class Overlapping.” Expert Systems43, no. 6: e70276. Zhu, https://doi.org/10.1111/exsy.70276. 1 Introduction Credit classification aims to predict whether an applicant will default in the future, which is regarded as a binary classification task in credit risk assessment (Zhang and Yu 2024).
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Mechanical and Dielectric Property Enhancement of Epoxy Resins With Eugenol Derived Allyl Benzoxazine

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By Bo Liu, Heilongjiang Academy, Zhigang Yuan, Harbin Engineering Harbin
| Wiley Online Library Verified
Conflicts of Interest The authors declare no conflicts of interest. References 1, , and , “Green Approaches to Engineer Tough Biobased Epoxies: A Review,” ACS Sustainable Chemistry & Engineering 5, no. 11 (2017): 9528–9541, https://doi.org/10.1021/acssuschemeng.7b01422. 2, , , et al., “Novel Resveratrol-Based Hyperbranched Epoxy Resin Suitable for Comprehensive Modification of Epoxy Resins,” Polymer 302 (2024): 127093, https://doi.org/10.1016/j.polymer.2024.127093.
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The causal relationship of DTI phenotypes and epilepsy: A two sample mendelian randomization study

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By Shang Feng, Harbin Engineering Harbin, Shaobin Huang, Zhiguo Lin
| Wiley Online Library Verified
Mendelian randomization was used to investigate the casual relationship between DTI phenotypes and typical epilepsy subtypes. DTI phenotypes were associated with risk of both genetic generalized epilepsy and focal epilepsy. Genetic generalized epilepsy and focal epilepsy showed difference in the spatial distribution of related phenotypes.
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