[PDF][PDF] 静态软件缺陷预测方法研究

陈翔, 顾庆, 刘望舒, 刘树龙, 倪超 - 软件学报, 2015 - jos.org.cn
… 包括defect prediction,software defect prediction,fault prediction 和… : The use of machine
learning in software defect prediction. … Data quality: Some comments on the NASA software defect

[PDF][PDF] 基于主动学习的跨项目软件缺陷预测方法

米文博, 李勇, 陈囿任 - 科学技术与工程, 2022 - stae.com.cn
… a cross-project software defect prediction method based on active learning was proposed.
Firstlyꎬ thetargetprojectwasfilteredandlabeledusingtheactivelearningmethod. Secondlyꎬ …

结合多元度量指标软件缺陷预测研究进展.

杨丰玉, 黄雅璇, 周世健, 郑巍 - Journal of Computer …, 2021 - search.ebscohost.com
… discussed; then the analysis lists the current software defect prediction … Data quality: some
comments on the nasa software defectPerformance analysis of feature selection methods in …

[PDF][PDF] 基于变分自编码器的异构缺陷预测特征表示方法

贾修一, 张文舟, 李伟湋, 黄志球 - 软件学报, 2021 - jos.org.cn
defect prediction models use naive or traditional machine … 例如,在PROMISE 库中的大部分
NASA 数据集有37 个度量 元[5],… Survey of static software defect prediction. Ruan Jian Xue …

[PDF][PDF] 软件缺陷数据集的数据质量优化

李冰 - 信息工程大学学报, 2022 - xxgcxb.cnjournals.com
… 本文主要研究对NASA MDP 数据集的优化. NASAMDP数据集… review of machine learning
techniques for software fault … Benchmarking classification models for software defect prediction:a …

[PDF][PDF] 一种面向软件缺陷预测的可容忍噪声的特征选择框架

刘望舒, 陈翔, 顾庆, 刘树龙, 陈道蓄 - 计算机学报, 2018 - 159.226.43.17
Software defect prediction constructs a software defect prediction model based on the mining
of software … , we choose real-world software projects, such as Eclipse and NASA. We first …

… Jiang P, Zhang YF, et al. Method of automatic test case generation for safety-critical scenarios in train control systems. J Softw. 2015; 26 (2): 269–78.(in Chinese)(陈鑫 …

DH Jin, YZ Gong, CH Yang - … Research for Trustworthy Software, 2011 - Springer
… Heterogeneous cross-company defect prediction by unified metric representation and
CCA-based transfer learning. In: Proceedings of the 2015 10th joint meeting on foundations of …

[HTML][HTML] 基于实例迁移的跨项目软件缺陷预测

毛发贵, 李碧雯, 沈备军 - 计算机科学与探索, 2016 - m.fx361.com
… Tosun等人[9]利用过滤技术,成功利用NASA系统… software engineering from Shanghai Jiao
Tong University in 2015. Her research interests include software defect prediction and software

[引用][C] A Geodata Fabric for the 21st Century 科技资讯

J de La Beaujardière

基于改进GWO–SVR 算法的锂电池剩余寿命预测

金辉, 胡寅逍, 葛红娟, 郝志鹏, 唐泽鹏 - 工程科学学报, 2024 - cje.ustb.edu.cn
… 基于容量增量分析的锂离子电池特征提取方法 本文使用美国航空航天局NASA 公开的锂离 子
电池实验数据集进行实验. NASA 实验过程中, 所有电池均采用恒流–恒压模式(Constant current– …