{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,30]],"date-time":"2025-12-30T08:58:06Z","timestamp":1767085086591},"reference-count":23,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,10]]},"DOI":"10.1109\/escience.2016.7870918","type":"proceedings-article","created":{"date-parts":[[2017,3,6]],"date-time":"2017-03-06T22:09:29Z","timestamp":1488838169000},"source":"Crossref","is-referenced-by-count":4,"title":["Reproducibility in computer vision: Towards open publication of image analysis experiments as semantic workflows"],"prefix":"10.1109","author":[{"given":"Ricky J.","family":"Sethi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yolanda","family":"Gil","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","author":"taylor","year":"2006","journal-title":"Workflows for e-Science Scientific Workflows for Grids"},{"key":"ref11","doi-asserted-by":"crossref","DOI":"10.1126\/science.aah6168","article-title":"The reproducibility enhancement principles for disclosing computational methods","author":"stodden","year":"2016","journal-title":"Science forthcoming"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2010.9"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1080\/0952813X.2010.490962"},{"key":"ref14","article-title":"Final report of the 2015 nsf workshop on intelligent systems for geosciences","author":"gil","year":"2015","journal-title":"National Science Foundation"},{"key":"ref15","article-title":"Democratizing the visual stylometry of art: Analysis of artistic style through computational workflows","author":"sethi","year":"2016","journal-title":"Forthcoming Communications of the ACM"},{"key":"ref16","article-title":"Teaching big data analytics skills with intelligent workflow systems","author":"gil","year":"2016","journal-title":"Proceedings of the Sixth Symposium on Educational Advances in Artificial Intelligence (EAAI) colocated with the National Conference of the Associationfor the Advancement of Artificial Intelligence (AAAI)"},{"key":"ref17","article-title":"Abstracting, linking, publishing, exploiting: Workflow sharing and reuse as linked open data","author":"garijo","year":"2016","journal-title":"Future Generation Computer Systems forthcoming"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1186\/s13073-015-0202-y"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-85729-997-0_6"},{"key":"ref4","article-title":"Curriculum guidelines for undergraduate programs in data science","author":"de veaux","year":"2016","journal-title":"Annual Review of Statistics forthcoming"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MCSE.2009.14"},{"key":"ref6","article-title":"The need for open source software in machine learning","author":"sonnenburg","year":"2007"},{"key":"ref5","article-title":"ICIP Reproducibility Round Table","year":"2011"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MCSE.2009.13"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MCSE.2009.6"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MCSE.2009.15"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2009.932122"},{"key":"ref9","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-2544-7_5","article-title":"Wavelab and reproducible research","author":"buckheit","year":"1995","journal-title":"Lecture Notes in Statistics"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2015.7351338"},{"key":"ref22","article-title":"A framework for efficient text analytics through automatic configuration and customization of scientific workflows","author":"hauder","year":"2011","journal-title":"In Proceedings of the Seventh IEEE International Conference on e-Science"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2502081.2502082"},{"key":"ref23","article-title":"A neural algorithm of artistic style","author":"gatys","year":"2015"}],"event":{"name":"2016 IEEE 12th International Conference on e-Science (e-Science)","location":"Baltimore, MD, USA","start":{"date-parts":[[2016,10,23]]},"end":{"date-parts":[[2016,10,27]]}},"container-title":["2016 IEEE 12th International Conference on e-Science (e-Science)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7864292\/7870873\/07870918.pdf?arnumber=7870918","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,10,3]],"date-time":"2020-10-03T12:09:15Z","timestamp":1601726955000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7870918\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,10]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/escience.2016.7870918","relation":{},"subject":[],"published":{"date-parts":[[2016,10]]}}}