Journal article
MI3: machine-initiated intelligent interaction for interactive classification and data reconstruction
- Abstract:
-
In many applications, while machine learning (ML) can be used to derive algorithmic models to aid decision processes, it is often difficult to learn a precise model when the number of similar data points is limited. One example of such applications is data reconstruction from historical visualizations, many of which encode precious data, but their numerical records are lost. On the one hand, there is not enough similar data for training an ML model. On the other hand, manual reconstruction of...
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- Publication status:
- Published
- Peer review status:
- Peer reviewed
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Authors
Bibliographic Details
- Publisher:
- Association for Computing Machinery Publisher's website
- Journal:
- ACM Transactions on Interactive Intelligent Systems Journal website
- Volume:
- 11
- Issue:
- 3-4
- Article number:
- 18
- Publication date:
- 2021-08-31
- Acceptance date:
- 2020-07-26
- DOI:
- EISSN:
-
2160-6463
- ISSN:
-
2160-6455
Item Description
- Language:
- English
- Keywords:
- Pubs id:
-
1137612
- Local pid:
- pubs:1137612
- Deposit date:
- 2020-10-14
Terms of use
- Copyright holder:
- Zhang et al.
- Copyright date:
- 2021
- Rights statement:
- Copyright © 2021 Copyright held by the owner/author(s). Publication rights licensed to ACM.
- Notes:
- This is the accepted manuscript version of the article. The final version is available online from the Association for Computing Machinery at: https://doi.org/10.1145/3412848
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