Active Semi-supervised Approach for Checking App Behavior against Its Description
作者： Siqi Ma , Shaowei Wang , David Lo , Robert Huijie Deng , Cong Sun
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摘要: … The contributions of our work are as follows: • We propose a solution that combines semi-supervised learning and active learning, which aims to use small set of labeled data to achieve …
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acm.org 参考文章(18)
Tao Xie, Rahul Pandita, William Enck, Xusheng Xiao, Wei Yang, WHYPER: towards automating risk assessment of mobile applications usenix security symposium. pp. 527- 542 ,(2013)
John H. Holland, Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control and Artificial Intelligence Ann Arbor: University of Michigan Press. ,(1992) , 10.7551/MITPRESS/1090.001.0001
David M Blei, Andrew Y Ng, Michael I Jordan, None, Latent dirichlet allocation Journal of Machine Learning Research. ,vol. 3, pp. 993- 1022 ,(2003) , 10.5555/944919.944937
Tien-Duy B. Le, Ferdian Thung, David Lo, Predicting Effectiveness of IR-Based Bug Localization Techniques international symposium on software reliability engineering. pp. 335- 345 ,(2014) , 10.1109/ISSRE.2014.39
LiGuo Huang, Vincent Ng, Isaac Persing, Ruili Geng, Xu Bai, Jeff Tian, AutoODC: Automated generation of Orthogonal Defect Classifications automated software engineering. ,vol. 22, pp. 412- 415 ,(2011) , 10.1109/ASE.2011.6100086
Pavneet Singh Kochhar, Ferdian Thung, David Lo, Automatic Fine-Grained Issue Report Reclassification international conference on engineering of complex computer systems. pp. 126- 135 ,(2014) , 10.1109/ICECCS.2014.25
Mingzhi Li, Rui Wang, Ke Tang, Combining Semi-Supervised and active learning for hyperspectral image classification computational intelligence and data mining. pp. 89- 94 ,(2013) , 10.1109/CIDM.2013.6597222
Rocco Oliveto, Annibale Panichella, Bogdan Dit, Andrea De Lucia, Massimilano Di Penta, Denys Poshynanyk, How to effectively use topic models for software engineering tasks? an approach based on genetic algorithms international conference on software engineering. pp. 522- 531 ,(2013) , 10.5555/2486788.2486857
Yuan Tian, David Lo, Chengnian Sun, Information Retrieval Based Nearest Neighbor Classification for Fine-Grained Bug Severity Prediction working conference on reverse engineering. pp. 215- 224 ,(2012) , 10.1109/WCRE.2012.31
David Lo, Hong Cheng, Jiawei Han, Siau-Cheng Khoo, Chengnian Sun, Classification of software behaviors for failure detection Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '09. pp. 557- 566 ,(2009) , 10.1145/1557019.1557083