{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:32:29Z","timestamp":1750221149279,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":18,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,6,16]],"date-time":"2018-06-16T00:00:00Z","timestamp":1529107200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,6,16]]},"DOI":"10.1145\/3239576.3239607","type":"proceedings-article","created":{"date-parts":[[2018,10,11]],"date-time":"2018-10-11T13:19:23Z","timestamp":1539263963000},"page":"173-178","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["Feature-Grouping-Based Two Steps Feature Selection Algorithm in Software Defect Prediction"],"prefix":"10.1145","author":[{"given":"Yuntao","family":"Du","sequence":"first","affiliation":[{"name":"School of computer science and Engineering, Northeastern University Shenyang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lu","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of computer science and Engineering, Northeastern University Shenyang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiahao","family":"Shi","sequence":"additional","affiliation":[{"name":"School of computer science and Engineering, Northeastern University Shenyang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jingjuan","family":"Tang","sequence":"additional","affiliation":[{"name":"School of computer science and Engineering, Northeastern University Shenyang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ying","family":"Yin","sequence":"additional","affiliation":[{"name":"School of computer science and Engineering, Northeastern University Shenyang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2018,6,16]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/FOSE.2007.25"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE.2005.37"},{"key":"e_1_3_2_1_3_1","volume-title":"Software Hazard and Safety Analysis{C}\/\/ International Symposium on Formal Techniques in Real-Time and Fault-Tolerant Systems: Co-Sponsored by Ifip Wg","author":"Mcdermid J.","year":"2002","unstructured":"Mcdermid J. Software Hazard and Safety Analysis{C}\/\/ International Symposium on Formal Techniques in Real-Time and Fault-Tolerant Systems: Co-Sponsored by Ifip Wg . Springer-Verlag , 2002 : 23--36. Mcdermid J. Software Hazard and Safety Analysis{C}\/\/ International Symposium on Formal Techniques in Real-Time and Fault-Tolerant Systems: Co-Sponsored by Ifip Wg. Springer-Verlag, 2002:23--36."},{"key":"e_1_3_2_1_4_1","first-page":"39","article-title":"A new optimizer using particle swarm theory{C}\/\/ International Symposium on MICRO Machine and Human Science","volume":"2002","author":"Eberhart R","unstructured":"Eberhart R , Kennedy J . A new optimizer using particle swarm theory{C}\/\/ International Symposium on MICRO Machine and Human Science . IEEE , 2002 : 39 -- 43 Eberhart R, Kennedy J. A new optimizer using particle swarm theory{C}\/\/ International Symposium on MICRO Machine and Human Science. IEEE, 2002:39--43","journal-title":"IEEE"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/0164-1212(90)90040-S"},{"issue":"7","key":"e_1_3_2_1_6_1","article-title":"Software Defect Prediction{J}","volume":"19","author":"Shu L M","year":"2008","unstructured":"Shu L M , Beijing , Beijing . Software Defect Prediction{J} . Journal of Software , 2008 , 19 ( 7 ). Shu L M, Beijing, Beijing. Software Defect Prediction{J}. Journal of Software, 2008, 19(7).","journal-title":"Journal of Software"},{"issue":"1","key":"e_1_3_2_1_7_1","first-page":"1","article-title":"Survey of static software defect prediction","volume":"27","author":"Chen X","year":"2016","unstructured":"Chen X , Gu Q , Liu WS , Liu SL , Ni C . Survey of static software defect prediction . Ruan Jian Xue Bao\/Journal of Software , 2016 , 27 ( 1 ): 1 -- 25 (in Chinese). Chen X, Gu Q, Liu WS, Liu SL, Ni C. Survey of static software defect prediction. Ruan Jian Xue Bao\/Journal of Software, 2016, 27(1):1--25(in Chinese).","journal-title":"Ruan Jian Xue Bao\/Journal of Software"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2013.11"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/1868328.1868342"},{"issue":"1","key":"e_1_3_2_1_10_1","article-title":"A Systematic Literature Review of Software Defect Prediction: Research Trends, Datasets, Methods and Frameworks{J}","volume":"1","author":"Wahono R S","year":"2015","unstructured":"Wahono R S . A Systematic Literature Review of Software Defect Prediction: Research Trends, Datasets, Methods and Frameworks{J} . Journal of Software Engineering , 2015 , 1 ( 1 ). Wahono R S. A Systematic Literature Review of Software Defect Prediction: Research Trends, Datasets, Methods and Frameworks{J}. Journal of Software Engineering, 2015, 1(1).","journal-title":"Journal of Software Engineering"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10796-013-9430-0"},{"key":"e_1_3_2_1_12_1","volume-title":"International journal of software engineering and knowledge engineering","author":"Taghi M.","year":"2012","unstructured":"Taghi M. Khoshgoftaar , Kehan Gao, Amri Napolitano . An Empirical Study of Feature Ranking Techniques for Software Quality Prediction{J} . International journal of software engineering and knowledge engineering , 2012 , (2):161--183. Taghi M. Khoshgoftaar, Kehan Gao, Amri Napolitano. An Empirical Study of Feature Ranking Techniques for Software Quality Prediction{J}. International journal of software engineering and knowledge engineering, 2012, (2):161--183."},{"volume-title":"IEEE World Congress on Computational Intelligence. IEEE Xplore","author":"Shi Y","key":"e_1_3_2_1_13_1","unstructured":"Shi Y , Eberhart R. Modified particle swarm optimizer{C}\/\/ IEEE International Conference on Evolutionary Computation Proceedings, 1998 . IEEE World Congress on Computational Intelligence. IEEE Xplore , 1999: 69--73. Shi Y, Eberhart R. Modified particle swarm optimizer{C}\/\/ IEEE International Conference on Evolutionary Computation Proceedings, 1998. IEEE World Congress on Computational Intelligence. IEEE Xplore, 1999:69--73."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2011.181"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC.2014.66"},{"issue":"12","key":"e_1_3_2_1_16_1","first-page":"1205","article-title":"Efficient Feature Selection via Analysis of Relevance and Redundancy{J}","volume":"5","author":"Yu L","year":"2004","unstructured":"Yu L , Liu H . Efficient Feature Selection via Analysis of Relevance and Redundancy{J} . Journal of Machine Learning Research , 2004 , 5 ( 12 ): 1205 -- 1224 . Yu L, Liu H. Efficient Feature Selection via Analysis of Relevance and Redundancy{J}. Journal of Machine Learning Research, 2004, 5(12):1205--1224.","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_2_1_17_1","volume-title":"Toward optimal feature selection{C}\/\/ Thirteenth International Conference on International Conference on Machine Learning","author":"Koller D","year":"1996","unstructured":"Koller D , Sahami M. Toward optimal feature selection{C}\/\/ Thirteenth International Conference on International Conference on Machine Learning . Morgan Kaufmann Publishers Inc . 1996 : 284--292. Koller D, Sahami M. Toward optimal feature selection{C}\/\/ Thirteenth International Conference on International Conference on Machine Learning. Morgan Kaufmann Publishers Inc. 1996:284--292."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/1014052.1014149"}],"event":{"name":"ICAIP '18: 2018 the 2nd International Conference on Advances in Image Processing","sponsor":["University of Electronic Science and Technology of China University of Electronic Science and Technology of China","Southwest Jiaotong University"],"location":"Chengdu China","acronym":"ICAIP '18"},"container-title":["Proceedings of the 2nd International Conference on Advances in Image Processing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3239576.3239607","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3239576.3239607","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T01:08:20Z","timestamp":1750208900000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3239576.3239607"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,6,16]]},"references-count":18,"alternative-id":["10.1145\/3239576.3239607","10.1145\/3239576"],"URL":"https:\/\/doi.org\/10.1145\/3239576.3239607","relation":{},"subject":[],"published":{"date-parts":[[2018,6,16]]},"assertion":[{"value":"2018-06-16","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}