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Towards a fairer reimbursement system for burn patients using cost-sensitive classification

Jul 01, 2021
Chimdimma Noelyn Onah, Richard Allmendinger, Julia Handl, Ken W. Dunn

* Joint KDD 2021 Health Day and 2021 KDD Workshop on Applied Data Science for Healthcare: State of XAI and trustworthiness in Health 

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What if we Increase the Number of Objectives? Theoretical and Empirical Implications for Many-objective Optimization

Jun 06, 2021
Richard Allmendinger, Andrzej Jaszkiewicz, Arnaud Liefooghe, Christiane Tammer

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Safe Learning and Optimization Techniques: Towards a Survey of the State of the Art

Feb 18, 2021
Youngmin Kim, Richard Allmendinger, Manuel López-Ibáñez

* 16 pages. The paper was presented at the 1st TAILOR workshop, ECAI 2020 

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HAWKS: Evolving Challenging Benchmark Sets for Cluster Analysis

Feb 13, 2021
Cameron Shand, Richard Allmendinger, Julia Handl, Andrew Webb, John Keane

* 15 pages + 9 pages supplementary, submitted to IEEE Transactions on Evolutionary Computation 

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