Xinxin Zhu

ORCID: 0009-0003-3879-968X
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About
Contact & Profiles
Research Areas
  • High Altitude and Hypoxia
  • Eicosanoids and Hypertension Pharmacology
  • Systemic Lupus Erythematosus Research
  • Abdominal vascular conditions and treatments
  • Software Engineering Research
  • Cardiovascular Function and Risk Factors
  • Cancer, Hypoxia, and Metabolism
  • Kawasaki Disease and Coronary Complications
  • Adipose Tissue and Metabolism
  • Ferroptosis and cancer prognosis
  • Software Reliability and Analysis Research
  • Imbalanced Data Classification Techniques
  • MicroRNA in disease regulation
  • Diet and metabolism studies
  • RNA Research and Splicing
  • Pediatric Hepatobiliary Diseases and Treatments

Capital Medical University
2021-2025

Xi’an Children’s Hospital
2022

Xi'an Jiaotong University
2022

Machine learning-based software defect prediction (SDP) approaches have been commonly proposed to help deliver high-quality software. Unfortunately, all the previous research conducted without effective feature reduction suffers from high-dimensional data, leading unsatisfactory performance measures. Moreover, proper reduction, interpretability and generalization ability of machine learning models in SDP may be compromised, hindering their practical utility diverse development environments....

10.1049/2024/3946655 article EN cc-by IET Software 2024-05-30
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