{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T08:08:17Z","timestamp":1777536497565,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":24,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,8,12]],"date-time":"2019-08-12T00:00:00Z","timestamp":1565568000000},"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":[[2019,8,12]]},"DOI":"10.1145\/3338906.3340442","type":"proceedings-article","created":{"date-parts":[[2019,8,9]],"date-time":"2019-08-09T12:21:03Z","timestamp":1565353263000},"page":"1048-1058","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":19,"title":["Bridging the gap between ML solutions and their business requirements using feature interactions"],"prefix":"10.1145","author":[{"given":"Guy","family":"Barash","sequence":"first","affiliation":[{"name":"Western Digital, Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eitan","family":"Farchi","sequence":"additional","affiliation":[{"name":"IBM Research, Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ilan","family":"Jayaraman","sequence":"additional","affiliation":[{"name":"IBM, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Orna","family":"Raz","sequence":"additional","affiliation":[{"name":"IBM Research, Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rachel","family":"Tzoref-Brill","sequence":"additional","affiliation":[{"name":"IBM Research, Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marcel","family":"Zalmanovici","sequence":"additional","affiliation":[{"name":"IBM Research, Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2019,8,12]]},"reference":[{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/ITICT.2005.1609626"},{"key":"e_1_3_2_1_3_1","volume-title":"Reliable Machine Learning in the Wild - NIPS 2016 Workshop (2016)","author":"Breck E.","year":"2016"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.1994.368821"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/1218776.1218785"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/302405.302640"},{"key":"e_1_3_2_1_7_1","unstructured":"Bridging the Gap between ML Solutions and Their Business Requirements... ESEC\/FSE \u201919 August 26\u201330 2019 Tallinn Estonia  Bridging the Gap between ML Solutions and Their Business Requirements... ESEC\/FSE \u201919 August 26\u201330 2019 Tallinn Estonia"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-006-9024-2"},{"key":"e_1_3_2_1_9_1","first-page":"1995","volume-title":"Proceedings of the Third International Conference on Document Analysis and Recognition (Volume 1) -","volume":"1","author":"Ho T. K."},{"key":"e_1_3_2_1_10_1","volume-title":"TensorFlow","year":"2019"},{"key":"e_1_3_2_1_11_1","volume-title":"Kaggle imdb movie reviews dataset","year":"2018"},{"key":"e_1_3_2_1_12_1","volume-title":"Kaggle lending club loan data","author":"Kan W.","year":"2016"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.5555\/2500930"},{"key":"e_1_3_2_1_14_1","volume-title":"27th NASA\/IEEE Software Engineering Workshop, NASA Goddard Space Flight Center","author":"Kuhn D. R.","year":"2002"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2004.24"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1049\/iet-its.2018.5335"},{"key":"e_1_3_2_1_17_1","volume-title":"Landing AI","author":"Ng A.","year":"2018"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-011-0012-5"},{"key":"e_1_3_2_1_19_1","volume-title":"SE4ML: Software Engineering for Machine Learning (NIPS 2014 Workshop)","author":"Sculley D.","year":"2014"},{"key":"e_1_3_2_1_20_1","volume-title":"SKlearn documentation","year":"2019"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1142\/S021853930100058X"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.5555\/648131.748027"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICST.2014.23"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/2001420.2001460"},{"key":"e_1_3_2_1_25_1","volume-title":"Google","author":"Zinkevich M.","year":"2018"}],"event":{"name":"ESEC\/FSE '19: 27th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering","location":"Tallinn Estonia","acronym":"ESEC\/FSE '19","sponsor":["SIGSOFT ACM Special Interest Group on Software Engineering"]},"container-title":["Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3338906.3340442","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3338906.3340442","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T00:26:21Z","timestamp":1750206381000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3338906.3340442"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,8,12]]},"references-count":24,"alternative-id":["10.1145\/3338906.3340442","10.1145\/3338906"],"URL":"https:\/\/doi.org\/10.1145\/3338906.3340442","relation":{},"subject":[],"published":{"date-parts":[[2019,8,12]]},"assertion":[{"value":"2019-08-12","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}