Source code-based defect prediction using deep learning and transfer learning
暂无分享,去创建一个
[1] Dan Wang,et al. Modeling Physiological Data with Deep Belief Networks. , 2013, International journal of information and education technology.
[2] Harald C. Gall,et al. Cross-project defect prediction: a large scale experiment on data vs. domain vs. process , 2009, ESEC/SIGSOFT FSE.
[3] Shiguang Shan,et al. Domain Adaptation for Face Recognition: Targetize Source Domain Bridged by Common Subspace , 2013, International Journal of Computer Vision.
[4] Jian Zhang. Deep Transfer Learning via Restricted Boltzmann Machine for Document Classification , 2011, 2011 10th International Conference on Machine Learning and Applications and Workshops.
[5] Tao Zhang,et al. Deep Model Based Domain Adaptation for Fault Diagnosis , 2017, IEEE Transactions on Industrial Electronics.
[6] Wei Zhao,et al. Research on the deep learning of the small sample data based on transfer learning , 2017 .
[7] Beijun Shen,et al. Cross-Project Software Defect Prediction Using Feature-Based Transfer Learning , 2015, Internetware.
[8] Chang Wang,et al. Heterogeneous Domain Adaptation Using Manifold Alignment , 2011, IJCAI.
[9] Jaechang Nam,et al. REMI: defect prediction for efficient API testing , 2015, ESEC/SIGSOFT FSE.
[10] Jia Song,et al. Chinese text categorization based on deep belief networks , 2016, 2016 IEEE/ACIS 15th International Conference on Computer and Information Science (ICIS).
[11] Song Wang,et al. Automatically Learning Semantic Features for Defect Prediction , 2016, 2016 IEEE/ACM 38th International Conference on Software Engineering (ICSE).
[12] Winston H. Hsu,et al. Transfer Learning for Video Recognition with Scarce Training Data , 2014, ArXiv.
[13] Ivor W. Tsang,et al. Domain Adaptation via Transfer Component Analysis , 2009, IEEE Transactions on Neural Networks.
[14] Ayse Basar Bener,et al. Defect prediction from static code features: current results, limitations, new approaches , 2010, Automated Software Engineering.
[15] Chenglin Wen,et al. Fault diagnosis based on deep learning , 2016, 2016 American Control Conference (ACC).
[16] Andrea De Lucia,et al. Cross-project defect prediction models: L'Union fait la force , 2014, 2014 Software Evolution Week - IEEE Conference on Software Maintenance, Reengineering, and Reverse Engineering (CSMR-WCRE).
[17] Geoffrey E. Hinton,et al. Deep Learning , 2015, Nature.
[18] Qing Sun,et al. Software defect prediction via transfer learning based neural network , 2015, 2015 First International Conference on Reliability Systems Engineering (ICRSE).
[19] Yee Whye Teh,et al. A Fast Learning Algorithm for Deep Belief Nets , 2006, Neural Computation.
[20] Guangchun Luo,et al. Transfer learning for cross-company software defect prediction , 2012, Inf. Softw. Technol..
[21] Sinno Jialin Pan,et al. Transfer defect learning , 2013, 2013 35th International Conference on Software Engineering (ICSE).
[22] Yutao Ma,et al. Towards Cross-Project Defect Prediction with Imbalanced Feature Sets , 2014, ArXiv.
[23] Jie Yang,et al. Mining Chinese social media UGC: a big-data framework for analyzing Douban movie reviews , 2016, Journal of Big Data.
[24] Qiang Yang,et al. Cross-domain sentiment classification via spectral feature alignment , 2010, WWW '10.
[25] Jian Li,et al. Software Defect Prediction via Convolutional Neural Network , 2017, 2017 IEEE International Conference on Software Quality, Reliability and Security (QRS).
[26] Taghi M. Khoshgoftaar,et al. A survey of transfer learning , 2016, Journal of Big Data.
[27] Christian Igel,et al. Training restricted Boltzmann machines: An introduction , 2014, Pattern Recognit..
[28] Trevor Darrell,et al. What you saw is not what you get: Domain adaptation using asymmetric kernel transforms , 2011, CVPR 2011.
[29] Xinli Yang,et al. Deep Learning for Just-in-Time Defect Prediction , 2015, 2015 IEEE International Conference on Software Quality, Reliability and Security.
[30] Nitesh V. Chawla,et al. SMOTE: Synthetic Minority Over-sampling Technique , 2002, J. Artif. Intell. Res..
[31] Aristidis Likas,et al. Deep Belief Networks for Spam Filtering , 2007 .
[32] Chien-Cheng Lee,et al. Caption Localization and Detection for News Videos Using Frequency Analysis and Wavelet Features , 2007 .
[33] Arti Arya,et al. A Study on Software Metrics based Software Defect Prediction using Data Mining and Machine Learning Techniques , 2015 .