Zobrazeno 1 - 10
of 341
pro vyhledávání: '"TIm Menzies"'
Autor:
Andre Lustosa, Tim Menzies
Publikováno v:
IEEE Access, Vol 12, Pp 142915-142929 (2024)
A “partial ordering” is a way to heuristically order a set of examples (partial orderings are a set where, for certain pairs of elements, one precedes the other). While these orderings may only be approximate, they can be useful for guiding a sea
Externí odkaz:
https://doaj.org/article/98b437da1ed64b8ea4615fcec8db897e
Publikováno v:
IEEE Access, Vol 12, Pp 26642-26654 (2024)
Synthetic data has been widely applied in the real world recently. One typical example is the creation of synthetic data for privacy concerned datasets. In this scenario, synthetic data substitute the real data which contains the privacy information,
Externí odkaz:
https://doaj.org/article/7cc6917baf9b47ff96051e88100d1ae9
Perspectives on Data Science for Software Engineering presents the best practices of seasoned data miners in software engineering. The idea for this book was created during the 2014 conference at Dagstuhl, an invitation-only gathering of leading comp
Autor:
Lauren Alvarez, Tim Menzies
Publikováno v:
IEEE Software. 40:43-53
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::55b0d034d35c646e1f79d68033e5774b
https://doi.org/10.1109/ms.2023.3244713
https://doi.org/10.1109/ms.2023.3244713
Publikováno v:
IEEE Software. 40:103-110
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d978ec60b091130e375c0949888010db
https://doi.org/10.1109/ms.2022.3227597
https://doi.org/10.1109/ms.2022.3227597
Autor:
Xiao Ling, Tim Menzies
Publikováno v:
IEEE Transactions on Software Engineering. :1-17
For simulation-based systems, finding a set of test cases with the least cost by exploring multiple goals is a complex task. Domain-specific optimization goals (e.g. maximize output variance) are useful for guiding the rapid selection of test cases v
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4f56b0d37ee11a751d4b6fc7f7ed5a3f
https://doi.org/10.1109/tse.2023.3272309
https://doi.org/10.1109/tse.2023.3272309
Autor:
Tim Menzies
Publikováno v:
IEEE Software. 40:95-97
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::358ef7dda15e61b82b1b7dde8858d41f
https://doi.org/10.1109/ms.2023.3249539
https://doi.org/10.1109/ms.2023.3249539
Autor:
Rahul Yedida, Tim Menzies
Publikováno v:
IEEE Transactions on Software Engineering. 48:3103-3116
One truism of deep learning is that the automatic feature engineering (seen in the first layers of those networks) excuses data scientists from performing tedious manual feature engineering prior to running DL. For the specific case of deep learning
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c90678e13cd8ff0863922259062a8f99
https://doi.org/10.1109/tse.2021.3079841
https://doi.org/10.1109/tse.2021.3079841
Publikováno v:
IEEE Transactions on Software Engineering. 48:1994-2009
Many methods have been proposed to estimate how much effort is required to build and maintain software. Much of that research tries to recommend a single method - an approach that makes the dubious assumption that one method can handle the diversity
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5ebc4801f8635ae4b39758daebe577be
https://doi.org/10.1109/tse.2020.3047072
https://doi.org/10.1109/tse.2020.3047072
Publikováno v:
Computer. 55:24-28
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f66fbbeb82f6f08b315ec8f136d55d51
https://doi.org/10.1109/mc.2022.3144805
https://doi.org/10.1109/mc.2022.3144805