{"_id":"iBmQuGSeB8vndcwRv","bibbaseid":"washizaki-khomh-guhneuc-takeuchi-natori-doi-okuda-softwareengineeringdesignpatternsformachinelearningapplications-2022","author_short":["Washizaki, H.","Khomh, F.","Gu�h�neuc, Y.","Takeuchi, H.","Natori, N.","Doi, T.","Okuda, S."],"bibdata":{"bibtype":"article","type":"article","author":[{"firstnames":["Hironori"],"propositions":[],"lastnames":["Washizaki"],"suffixes":[]},{"firstnames":["Foutse"],"propositions":[],"lastnames":["Khomh"],"suffixes":[]},{"firstnames":["Yann-Ga�l"],"propositions":[],"lastnames":["Gu�h�neuc"],"suffixes":[]},{"firstnames":["Hironori"],"propositions":[],"lastnames":["Takeuchi"],"suffixes":[]},{"firstnames":["Naotake"],"propositions":[],"lastnames":["Natori"],"suffixes":[]},{"firstnames":["Takuo"],"propositions":[],"lastnames":["Doi"],"suffixes":[]},{"firstnames":["Satoshi"],"propositions":[],"lastnames":["Okuda"],"suffixes":[]}],"journal":"Computer","title":"Software Engineering Design Patterns for Machine Learning Applications","year":"2022","month":"March","note":"10 pages. \\awardBest paper.","number":"3","pages":"30–39","volume":"55","editor":[{"firstnames":["Atif"],"propositions":[],"lastnames":["Mashkoor"],"suffixes":[]},{"firstnames":["Tim"],"propositions":[],"lastnames":["Menzies"],"suffixes":[]},{"firstnames":["Alexander"],"propositions":[],"lastnames":["Egyed"],"suffixes":[]},{"firstnames":["Rudolf"],"propositions":[],"lastnames":["Ramler"],"suffixes":[]}],"keywords":"Topic: <b>Program comprehension</b>, Venue: <b>Computer</b>","publisher":"IEEE CS Press","url":"http://www.ptidej.net/publications/documents/Computer22.doc.pdf","abstract":"In this study, a multivocal literature review identified 15 software-engineering design patterns for machine learning applications. Findings suggest that there are opportunities to increase the patterns' adoption in practice by raising awareness of such patterns within the community.","bibtex":"@ARTICLE{Washizaki22-Computer-SEDP4MLA,\r\n AUTHOR = {Hironori Washizaki and Foutse Khomh and \r\n Yann-Ga�l Gu�h�neuc and Hironori Takeuchi and Naotake Natori and \r\n Takuo Doi and Satoshi Okuda},\r\n JOURNAL = {Computer},\r\n TITLE = {Software Engineering Design Patterns for Machine \r\n Learning Applications},\r\n YEAR = {2022},\r\n MONTH = {March},\r\n NOTE = {10 pages. \\awardBest paper.},\r\n NUMBER = {3},\r\n PAGES = {30--39},\r\n VOLUME = {55},\r\n EDITOR = {Atif Mashkoor and Tim Menzies and Alexander Egyed and \r\n Rudolf Ramler},\r\n KEYWORDS = {Topic: <b>Program comprehension</b>, \r\n Venue: <b>Computer</b>},\r\n PUBLISHER = {IEEE CS Press},\r\n URL = {http://www.ptidej.net/publications/documents/Computer22.doc.pdf},\r\n ABSTRACT = {In this study, a multivocal literature review identified \r\n 15 software-engineering design patterns for machine learning \r\n applications. Findings suggest that there are opportunities to \r\n increase the patterns' adoption in practice by raising awareness of \r\n such patterns within the community.}\r\n}\r\n\r\n","author_short":["Washizaki, H.","Khomh, F.","Gu�h�neuc, Y.","Takeuchi, H.","Natori, N.","Doi, T.","Okuda, S."],"editor_short":["Mashkoor, A.","Menzies, T.","Egyed, A.","Ramler, R."],"key":"Washizaki22-Computer-SEDP4MLA","id":"Washizaki22-Computer-SEDP4MLA","bibbaseid":"washizaki-khomh-guhneuc-takeuchi-natori-doi-okuda-softwareengineeringdesignpatternsformachinelearningapplications-2022","role":"author","urls":{"Paper":"http://www.ptidej.net/publications/documents/Computer22.doc.pdf"},"keyword":["Topic: <b>Program comprehension</b>","Venue: <b>Computer</b>"],"metadata":{"authorlinks":{}}},"bibtype":"article","biburl":"http://www.yann-gael.gueheneuc.net/Work/Publications/Biblio/complete-bibliography.bib","dataSources":["8vn5MSGYWB4fAx9Z4"],"keywords":["topic: <b>program comprehension</b>","venue: <b>computer</b>"],"search_terms":["software","engineering","design","patterns","machine","learning","applications","washizaki","khomh","gu�h�neuc","takeuchi","natori","doi","okuda"],"title":"Software Engineering Design Patterns for Machine Learning Applications","year":2022}