{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,31]],"date-time":"2026-07-31T22:40:07Z","timestamp":1785537607816,"version":"3.56.0"},"publisher-location":"New York, NY, USA","reference-count":70,"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"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2016,5,14]]},"DOI":"10.1145\/2884781.2884804","type":"proceedings-article","created":{"date-parts":[[2016,5,13]],"date-time":"2016-05-13T18:21:10Z","timestamp":1463163670000},"page":"297-308","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":539,"title":["Automatically learning semantic features for defect prediction"],"prefix":"10.1145","author":[{"given":"Song","family":"Wang","sequence":"first","affiliation":[{"name":"University of Waterloo, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Taiyue","family":"Liu","sequence":"additional","affiliation":[{"name":"University of Waterloo, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lin","family":"Tan","sequence":"additional","affiliation":[{"name":"University of Waterloo, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2016,5,14]]},"reference":[{"key":"e_1_3_2_1_1_1","first-page":"215","volume-title":"ISSRE'03","author":"Amasaki S."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1561\/2200000006"},{"key":"e_1_3_2_1_3_1","volume-title":"Latent dirichlet allocation. the Journal of machine Learning research, 3:993--1022","author":"Blei D. M.","year":"2003"},{"key":"e_1_3_2_1_4_1","first-page":"189","volume-title":"MSR'12","author":"Chen T.-H."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/32.295895"},{"key":"e_1_3_2_1_6_1","first-page":"3642","volume-title":"CVPR'12","author":"Ciresan D."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/0164-1212(94)90099-X"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2007.07.040"},{"key":"e_1_3_2_1_9_1","first-page":"124","volume-title":"WCECS'10","author":"Gayatri N."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.5555\/540137"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/32.689404"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.2009.5070510"},{"key":"e_1_3_2_1_13_1","first-page":"45","volume-title":"ESEM'13","author":"He Z."},{"key":"e_1_3_2_1_14_1","first-page":"392","volume-title":"ICSE'13","author":"Herzig K."},{"key":"e_1_3_2_1_15_1","first-page":"837","volume-title":"ICSE'12","author":"Hindle A."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"crossref","unstructured":"G. E. Hinton and R. R. Salakhutdinov. Reducing the dimensionality of data with neural networks. Science'06 313(5786):504--507.  G. E. Hinton and R. R. Salakhutdinov. Reducing the dimensionality of data with neural networks. Science'06 313(5786):504--507.","DOI":"10.1126\/science.1127647"},{"key":"e_1_3_2_1_18_1","first-page":"279","volume-title":"ASE'13","author":"Jiang T."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2786805.2786813"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/2568225.2568320"},{"key":"e_1_3_2_1_21_1","first-page":"203","volume-title":"Software Metrics'02","author":"Khoshgoftaar T."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/1985793.1985859"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.2007.66"},{"key":"e_1_3_2_1_24_1","first-page":"2877","volume-title":"INTERSPEECH'11","author":"Kombrink S."},{"key":"e_1_3_2_1_25_1","first-page":"1097","volume-title":"Advances in neural information processing systems'12","author":"Krizhevsky A."},{"key":"e_1_3_2_1_26_1","first-page":"476","volume-title":"ASE'15","author":"Lam A."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/2025113.2025156"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/1081706.1081755"},{"key":"e_1_3_2_1_29_1","first-page":"233","volume-title":"ICSM'09","author":"Liu Y."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.5555\/311445"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.1976.233837"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/1453101.1453106"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.5555\/1248721.1248734"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10515-010-0069-5"},{"key":"e_1_3_2_1_35_1","first-page":"1081","volume-title":"Advances in neural information processing systems'09","author":"Mnih A."},{"key":"e_1_3_2_1_36_1","first-page":"2846","volume-title":"INTERSPEECH'10","author":"Mohamed A."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2011.2109382"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/1368088.1368114"},{"key":"e_1_3_2_1_39_1","volume-title":"TBCNN: A tree-based convolutional neural network for programming language processing. arXiv preprint arXiv:1409.5718","author":"Mou L.","year":"2014"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/ESEM.2007.87"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/2786805.2786814"},{"key":"e_1_3_2_1_42_1","first-page":"382","volume-title":"ICSE'13","author":"Nam J."},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/375360.375365"},{"key":"e_1_3_2_1_44_1","first-page":"858","volume-title":"ICSE'15","author":"Nguyen A. T."},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/2351676.2351687"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/1595696.1595767"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/1985793.1985950"},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/1868328.1868357"},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2010.2091281"},{"key":"e_1_3_2_1_50_1","first-page":"1916","volume-title":"ICASSP'15","author":"Pascanu R."},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1145\/1453101.1453105"},{"key":"e_1_3_2_1_52_1","first-page":"432","volume-title":"ICSE'13","author":"Rahman F."},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/2594291.2594321"},{"key":"e_1_3_2_1_54_1","volume-title":"RBM'07","author":"Salakhutdinov R."},{"key":"e_1_3_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2014.2303296"},{"key":"e_1_3_2_1_56_1","doi-asserted-by":"publisher","DOI":"10.1145\/2025113.2025163"},{"key":"e_1_3_2_1_57_1","first-page":"99","volume-title":"ICSE'15","author":"Tan M."},{"key":"e_1_3_2_1_58_1","first-page":"812","volume-title":"ICSE'15","author":"Tantithamthavorn C."},{"key":"e_1_3_2_1_59_1","first-page":"1","volume-title":"CiSE'10","author":"Tao W."},{"key":"e_1_3_2_1_60_1","doi-asserted-by":"publisher","DOI":"10.1145\/2635868.2635875"},{"key":"e_1_3_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-008-9103-7"},{"key":"e_1_3_2_1_62_1","doi-asserted-by":"publisher","DOI":"10.1109\/QSIC.2012.19"},{"key":"e_1_3_2_1_63_1","doi-asserted-by":"publisher","DOI":"10.1145\/1370788.1370794"},{"key":"e_1_3_2_1_64_1","doi-asserted-by":"publisher","DOI":"10.1109\/PROMISE.2007.14"},{"key":"e_1_3_2_1_65_1","first-page":"334","volume-title":"MSR'15","author":"White M."},{"key":"e_1_3_2_1_66_1","volume-title":"Morgan Kaufmann","author":"Witten I. H.","year":"2005"},{"key":"e_1_3_2_1_67_1","doi-asserted-by":"publisher","DOI":"10.1145\/2365324.2365329"},{"key":"e_1_3_2_1_68_1","doi-asserted-by":"publisher","DOI":"10.1109\/QRS.2015.14"},{"key":"e_1_3_2_1_69_1","doi-asserted-by":"publisher","DOI":"10.1145\/2619239.2631434"},{"key":"e_1_3_2_1_70_1","doi-asserted-by":"publisher","DOI":"10.1109\/PROMISE.2007.10"}],"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\/2884781.2884804","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2884781.2884804","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\/2884781.2884804"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,5,14]]},"references-count":70,"alternative-id":["10.1145\/2884781.2884804","10.1145\/2884781"],"URL":"https:\/\/doi.org\/10.1145\/2884781.2884804","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"}}]}}