{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T01:19:53Z","timestamp":1772068793221,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":61,"publisher":"ACM","license":[{"start":{"date-parts":[[2016,5,14]],"date-time":"2016-05-14T00:00:00Z","timestamp":1463184000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"National Nature Science Foundation of China","award":["61272273, 61572375, 61233011, 91418202, 61472178"],"award-info":[{"award-number":["61272273, 61572375, 61233011, 91418202, 61472178"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2016,5,14]]},"DOI":"10.1145\/2884781.2884827","type":"proceedings-article","created":{"date-parts":[[2016,5,13]],"date-time":"2016-05-13T18:21:10Z","timestamp":1463163670000},"page":"607-618","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":18,"title":["Missing data imputation based on low-rank recovery and semi-supervised regression for software effort estimation"],"prefix":"10.1145","author":[{"given":"Xiao-Yuan","family":"Jing","sequence":"first","affiliation":[{"name":"Wuhan University, China and Nanjing University of Posts and Telecommunications, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fumin","family":"Qi","sequence":"additional","affiliation":[{"name":"Wuhan University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fei","family":"Wu","sequence":"additional","affiliation":[{"name":"Wuhan University, China and Nanjing University of Posts and Telecommunications, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Baowen","family":"Xu","sequence":"additional","affiliation":[{"name":"Nanjing University, China and Wuhan University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2016,5,14]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2011.27"},{"issue":"6","key":"e_1_3_2_1_2_1","first-page":"597","article-title":"Artificial neural networks based analysis of software cost estimation models","volume":"2","author":"Gharehchopogh F. S.","year":"2014","unstructured":"F. S. Gharehchopogh , I. Maleki , S. Sadouni . Artificial neural networks based analysis of software cost estimation models . MAGNT Research Report , 2 ( 6 ): 597 -- 605 , 2014 . F. S. Gharehchopogh, I. Maleki, S. Sadouni. Artificial neural networks based analysis of software cost estimation models. MAGNT Research Report, 2(6):597--605, 2014.","journal-title":"MAGNT Research Report"},{"issue":"4","key":"e_1_3_2_1_3_1","first-page":"11","article-title":"Design of radial basis function neural networks for software effort estimation","volume":"7","author":"Idri A.","year":"2010","unstructured":"A. Idri , A. Zakrani , A. Zahi . Design of radial basis function neural networks for software effort estimation . International Journal of Computer Science , 7 ( 4 ): 11 -- 17 , 2010 . A. Idri, A. Zakrani, A. Zahi. Design of radial basis function neural networks for software effort estimation. International Journal of Computer Science, 7(4):11--17, 2010.","journal-title":"International Journal of Computer Science"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2020390.2020394"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2009.47"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2014.10.005"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2011.09.002"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2012.45"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/2738037"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/2568225.2568228"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2011.55"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-012-9339-x"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2006.114"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2007.3"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1080\/08839514.2014.923165"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2013.11"},{"issue":"25","key":"e_1_3_2_1_17_1","first-page":"33","article-title":"Effect of data preprocessing on software effort estimation","volume":"69","author":"Sehra S. K.","year":"2013","unstructured":"S. K. Sehra , J. Kaur , S. S. Sehra . Effect of data preprocessing on software effort estimation . International Journal of Computer Applications , 69 ( 25 ): 33 -- 36 , 2013 . S. K. Sehra, J. Kaur, S. S. Sehra. Effect of data preprocessing on software effort estimation. International Journal of Computer Applications, 69(25):33--36, 2013.","journal-title":"International Journal of Computer Applications"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/32.962560"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"crossref","first-page":"274","DOI":"10.1007\/978-3-540-24659-6_20","volume-title":"Effort estimation based on collaborative filtering. Product Focused Software Process Improvement","author":"Ohsugi N.","year":"2004","unstructured":"N. Ohsugi , M. Tsunoda , A. Monden , K. I. Matsumoto . Effort estimation based on collaborative filtering. Product Focused Software Process Improvement , Springer Berlin Heidelberg , pages 274 -- 286 , 2004 . N. Ohsugi, M. Tsunoda, A. Monden, K. I. Matsumoto. Effort estimation based on collaborative filtering. Product Focused Software Process Improvement, Springer Berlin Heidelberg, pages 274--286, 2004."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2007.07.043"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1037\/1082-989X.7.2.147"},{"key":"e_1_3_2_1_22_1","volume-title":"Missing data","author":"Allison P. D.","year":"2001","unstructured":"P. D. Allison . Missing data . Sage publications, 2001 . P. D. Allison. Missing data. Sage publications, 2001."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2015.07.004"},{"key":"e_1_3_2_1_24_1","volume-title":"Multiple imputation for nonresponse in surveys","author":"Rubin D. B.","year":"2004","unstructured":"D. B. Rubin . Multiple imputation for nonresponse in surveys . John Wiley & Sons , 2004 . D. B. Rubin. Multiple imputation for nonresponse in surveys. John Wiley & Sons, 2004."},{"issue":"421","key":"e_1_3_2_1_25_1","doi-asserted-by":"crossref","first-page":"125","DOI":"10.1080\/01621459.1993.10594302","article-title":"Pattern-mixture models for multivariate incomplete data","volume":"88","author":"Little R. J. A.","year":"1993","unstructured":"R. J. A. Little . Pattern-mixture models for multivariate incomplete data . Journal of the American Statistical Association , 88 ( 421 ): 125 -- 134 , 1993 . R. J. A. Little. Pattern-mixture models for multivariate incomplete data. Journal of the American Statistical Association, 88(421):125--134, 1993.","journal-title":"Journal of the American Statistical Association"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.5555\/942804.943773"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2010.12.017"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/32.965340"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/1134285.1134449"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2006.05.003"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-010-9128-6"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-007-9054-4"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009872202035"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2006.06.006"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2011.111"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1016\/0164-1212(94)90110-4"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.5555\/227726.227758"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2008.05.008"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/1141277.1141687"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.309"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.5555\/2891460.2891558"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143862"},{"key":"e_1_3_2_1_43_1","volume-title":"On transductive regression. Advances in Neural Information Processing Systems 19","author":"Cortes C.","year":"2007","unstructured":"C. Cortes , M. Mohri . On transductive regression. Advances in Neural Information Processing Systems 19 , MIT Press , 305--312, 2007 . C. Cortes, M. Mohri. On transductive regression. Advances in Neural Information Processing Systems 19, MIT Press, 305--312, 2007."},{"key":"e_1_3_2_1_44_1","first-page":"908","volume-title":"Semi-Supervised Regression with Co-Training. In International Joint Conference on Artificial Intelligence (IJCAI)","author":"Zhou Z. H.","year":"2005","unstructured":"Z. H. Zhou , M. Li . Semi-Supervised Regression with Co-Training. In International Joint Conference on Artificial Intelligence (IJCAI) , pages 908 -- 913 , 2005 . Z. H. Zhou, M. Li. Semi-Supervised Regression with Co-Training. In International Joint Conference on Artificial Intelligence (IJCAI), pages 908--913, 2005."},{"key":"e_1_3_2_1_45_1","volume-title":"Applied statistics for software managers","author":"Maxwell K.","year":"2002","unstructured":"K. Maxwell . Applied statistics for software managers . Prentice Hall , 2002 . K. Maxwell. Applied statistics for software managers. Prentice Hall, 2002."},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2014.2339850"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2010.10.002"},{"key":"e_1_3_2_1_48_1","volume-title":"Introduction to graph theory. Upper Saddle River: Prentice hall","author":"West D. B.","year":"2001","unstructured":"D. B. West . Introduction to graph theory. Upper Saddle River: Prentice hall , 2001 . D. B. West. Introduction to graph theory. Upper Saddle River: Prentice hall, 2001."},{"key":"e_1_3_2_1_50_1","first-page":"74","volume-title":"ACM international conference on Machine learning (ICML)","author":"Sindhwani V.","year":"2005","unstructured":"V. Sindhwani , P. Niyogi , M. Belkin . A co-regularization approach to semi-supervised learning with multiple views . In ACM international conference on Machine learning (ICML) , pages 74 -- 79 , 2005 . V. Sindhwani, P. Niyogi, M. Belkin. A co-regularization approach to semi-supervised learning with multiple views. In ACM international conference on Machine learning (ICML), pages 74--79, 2005."},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.1983.235271"},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1977.tb01600.x"},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/22899.22906"},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0164-1212(02)00021-3"},{"key":"e_1_3_2_1_55_1","volume-title":"PROMISE Repository of empirical software engineering data","author":"Boetticher G.","year":"2007","unstructured":"G. Boetticher , T. Menzies , T. Ostrand . PROMISE Repository of empirical software engineering data . West Virginia University , Department of Computer Science, 2007 . G. Boetticher, T. Menzies, T. Ostrand. PROMISE Repository of empirical software engineering data. West Virginia University, Department of Computer Science, 2007."},{"issue":"2","key":"e_1_3_2_1_56_1","first-page":"111","article-title":"Data preprocessing for supervised leaning","volume":"1","author":"Kotsiantis S. B.","year":"2006","unstructured":"S. B. Kotsiantis , D. Kanellopoulos , P. E. Pintelas . Data preprocessing for supervised leaning . International Journal of Computer Science , 1 ( 2 ): 111 -- 117 , 2006 . S. B. Kotsiantis, D. Kanellopoulos, P. E. Pintelas. Data preprocessing for supervised leaning. International Journal of Computer Science, 1(2):111--117, 2006.","journal-title":"International Journal of Computer Science"},{"key":"e_1_3_2_1_57_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10515-012-0108-5"},{"key":"e_1_3_2_1_58_1","volume-title":"Nonparametric statistical methods","author":"Hollander M.","year":"2013","unstructured":"M. Hollander , D. A. Wolfe , E. Chicken . Nonparametric statistical methods . John Wiley & Sons , 2013 . M. Hollander, D. A. Wolfe, E. Chicken. Nonparametric statistical methods. John Wiley & Sons, 2013."},{"key":"e_1_3_2_1_59_1","doi-asserted-by":"publisher","DOI":"10.1145\/1985793.1985795"},{"key":"e_1_3_2_1_60_1","doi-asserted-by":"publisher","DOI":"10.1145\/1985793.1985795"},{"key":"e_1_3_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.5555\/1839514.1839518"},{"key":"e_1_3_2_1_62_1","doi-asserted-by":"publisher","DOI":"10.1037\/0033-2909.114.3.494"}],"event":{"name":"ICSE '16: 38th International Conference on Software Engineering","location":"Austin Texas","acronym":"ICSE '16","sponsor":["ACM Association for Computing Machinery","SIGSOFT ACM Special Interest Group on Software Engineering","IEEE-CS\\TCSE TC on Software Engineering","IEEE-CS\\DATC IEEE Computer Society"]},"container-title":["Proceedings of the 38th International Conference on Software Engineering"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2884781.2884827","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2884781.2884827","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:39:06Z","timestamp":1750221546000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2884781.2884827"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,5,14]]},"references-count":61,"alternative-id":["10.1145\/2884781.2884827","10.1145\/2884781"],"URL":"https:\/\/doi.org\/10.1145\/2884781.2884827","relation":{},"subject":[],"published":{"date-parts":[[2016,5,14]]},"assertion":[{"value":"2016-05-14","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}