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09/17/2023
Experiential-Informed Data Reconstruction for Fishery Sustainability and Policies in the Azores
Fishery analysis is critical in maintaining the long-term sustainability...
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06/27/2023
A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics
As the frontier of machine learning applications moves further into huma...
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04/09/2023
Class-Imbalanced Learning on Graphs: A Survey
The rapid advancement in data-driven research has increased the demand f...
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12/15/2022
Robustness Evaluation of Regression Tasks with Skewed Domain Preferences
In natural phenomena, data distributions often deviate from normality. O...
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12/01/2022
Privacy-Preserving Data Synthetisation for Secure Information Sharing
We can protect user data privacy via many approaches, such as statistica...
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06/20/2022
Model Optimization in Imbalanced Regression
Imbalanced domain learning aims to produce accurate models in predicting...
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01/20/2022
Survey on Privacy-Preserving Techniques for Data Publishing
The exponential growth of collected, processed, and shared microdata has...
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01/13/2022
Towards a Data Privacy-Predictive Performance Trade-off
Machine learning is increasingly used in the most diverse applications a...
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10/14/2020