Data Sensitivity and Domain Specificity in Reuse of Machine Learning Applications
CC BY
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| Định dạng: | Sách |
| Ngôn ngữ: | English |
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Springer
2023
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| Truy cập trực tuyến: | https://link.springer.com/article/10.1007/s10796-023-10388-4 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7898 |
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oai:localhost:PNK-78982023-04-13T08:27:20Z Data Sensitivity and Domain Specificity in Reuse of Machine Learning Applications Corinna, Rutschi Nicholas, Berente Frederick, Nwanganga Data Sensitivity Domain Specificity CC BY Data sensitivity and domain specificity challenges arise in reuse of machine learning applications. We identify four types of machine learning applications based on different reuse strategies: generic, distinctive, selective, and exclusive. We conclude with lessons for developing and deploying machine learning applications. 2023-04-13T08:27:20Z 2023-04-13T08:27:20Z 2023 Book https://link.springer.com/article/10.1007/s10796-023-10388-4 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7898 en application/pdf Springer |
| institution |
Digital Phenikaa |
| collection |
Digital Phenikaa |
| language |
English |
| topic |
Data Sensitivity Domain Specificity |
| spellingShingle |
Data Sensitivity Domain Specificity Corinna, Rutschi Nicholas, Berente Frederick, Nwanganga Data Sensitivity and Domain Specificity in Reuse of Machine Learning Applications |
| description |
CC BY |
| format |
Book |
| author |
Corinna, Rutschi Nicholas, Berente Frederick, Nwanganga |
| author_facet |
Corinna, Rutschi Nicholas, Berente Frederick, Nwanganga |
| author_sort |
Corinna, Rutschi |
| title |
Data Sensitivity and Domain Specificity in Reuse of Machine Learning Applications |
| title_short |
Data Sensitivity and Domain Specificity in Reuse of Machine Learning Applications |
| title_full |
Data Sensitivity and Domain Specificity in Reuse of Machine Learning Applications |
| title_fullStr |
Data Sensitivity and Domain Specificity in Reuse of Machine Learning Applications |
| title_full_unstemmed |
Data Sensitivity and Domain Specificity in Reuse of Machine Learning Applications |
| title_sort |
data sensitivity and domain specificity in reuse of machine learning applications |
| publisher |
Springer |
| publishDate |
2023 |
| url |
https://link.springer.com/article/10.1007/s10796-023-10388-4 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7898 |
| _version_ |
1763090282171072512 |
| score |
8.88091 |