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Research article

First published 2019-6

Learning to guide task and motion planning using score-space representation

Beomjoon Kim, Zi Wang, Leslie Pack Kaelbling [...]

The International Journal of Robotics Research

Open access

Research article

First published 2021-11

Counterfactual Explanation of Machine Learning Survival Models

Maxim Kovalev, Lev Utkin, Frank Coolen [...]

Informatica: An International Journal of Computing and Informatics

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Research article

First published 2025-4

Toward Robust Car-Following Dynamics Modeling via Blackbox Models: Methodology,Analysis,and Recommendations

Muhammad Bilal Shahid, Cody Fleming

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2024-11

Non-smooth Bayesian optimization in tuning scientific applications

Hengrui Luo, Younghyun Cho, James W Demmel [...]

The International Journal of High Performance Computing Applications

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Research article

First published 2024-8

Beyond accuracy: The advantages of the k-nearest neighbor algorithm for hotel revenue management forecasting

Timothy Webb, Misuk Lee, Zvi Schwartz [...]

Tourism Economics

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Research article

First published 1968-6

Designing without Models

Wolf G. Rodenacker

Proceedings of the Institution of Mechanical Engineers

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Research article

First published 2018-8-26

A Kriging-based sequential optimization method with dual transformation for black-box models

Yaohui Li, Quanyou Zhang, Yizhong Wu [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2017-2-24

Evolution based memetic algorithm and its application in software cost estimation

K.K. Mishra, Ashish Tripathi, Shailesh Tiwari [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2024-4

Automatic tuning of robust model predictive control in iterative tasks using efficient Bayesian optimization

Junbo Tong, Shuhan Du, Wenhui Fan [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2025-2

An efficient penalty function method for scenario-based uncertainty quantification problems

Haitao Liao, Wenhao Yuan, Ruxin Gao [...]

Journal of Vibration and Control

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