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Robust classifier learning with fuzzy class labels for large-margin support vector machines
Neurocomputing, 2013Using class label fuzzification, this study develops the idea of refreshing the attitude of the difficult training examples and gaining a more robust classifier for large-margin support vector machines (SVMs). Fuzzification relaxes the specific hard-limited Lagrangian constraints of the difficult examples, extends the infeasible space of the canonical ...
Chan-Yun Yang +2 more
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Profit margin prediction in sustainable road freight transportation using machine learning
Journal of Cleaner Production, 2021Aysenur Budak, Peiman Alipour Sarvari
exaly
Machine Learning of k-Anonymity Data by using Feature Importance and Margin Preservation
2023 IEEE Global Conference on Artificial Intelligence and Internet of Things (GCAIoT), 2023Ray-I Chang +3 more
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Marginal Learning Algorithms in Statistical Machine Learning
2006Qing Tao, Jue Wang
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Machine learning and data science for low-margin optical networks
2022Camille Delezoide +2 more
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Optimal Margin Distribution Machine
IEEE Transactions on Knowledge and Data Engineering, 2020Teng Zhang, Zhi-Hua Zhou
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Machine learning for microbiologists
Nature Reviews Microbiology, 2023Francesco Asnicar +2 more
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Large Margin Partial Label Machine
IEEE Transactions on Neural Networks and Learning Systems, 2020Jing Chai, Ivor W Tsang, Wei-Jie Chen
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TPMSVM: A novel twin parametric-margin support vector machine for pattern recognition
Pattern Recognition, 2011Xinjun Peng
exaly