CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks.
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| Title: | CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks. |
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| Authors: | Wang K; DistriNet, Department of Computer Science, Campus Bruges, KU Leuven, Bruges, 8200, Belgium; Flanders Make@KU Leuven, Leuven, Belgium. Electronic address: kaizheng.wang@kuleuven.be., Shariatmadar K; LMSD, Department of Mechanical Engineering, Campus Bruges, KU Leuven, Bruges, 8200, Belgium; Flanders Make@KU Leuven, Leuven, Belgium. Electronic address: keivan.shariatmadar@kuleuven.be., Manchingal SK; Visual Artificial Intelligence Laboratory, Oxford Brookes University, Oxford, OX3 0BP, UK. Electronic address: 19185895@brookes.ac.uk., Cuzzolin F; Visual Artificial Intelligence Laboratory, Oxford Brookes University, Oxford, OX3 0BP, UK. Electronic address: fabio.cuzzolin@brookes.ac.uk., Moens D; LMSD, Department of Mechanical Engineering, Campus De Nayer, KU Leuven, Sint-Katelijne-Waver, 2860, Belgium; Flanders Make@KU Leuven, Leuven, Belgium. Electronic address: david.moens@kuleuven.be., Hallez H; DistriNet, Department of Computer Science, Campus Bruges, KU Leuven, Bruges, 8200, Belgium. Electronic address: hans.hallze@kuleuven.be. |
| Source: | Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 May; Vol. 185, pp. 107198. Date of Electronic Publication: 2025 Jan 27. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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