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Community Workflows to Advance Reproducibility in Hydrologic Modeling: Separating Model‐Agnostic and Model‐Specific Configuration Steps in Applications of Large‐Domain Hydrologic Models
Knoben, W. J. M., Clark, M. P., Bales, J., Bennett, A., Gharari, S., Marsh, C. B., Nijssen, B., Pietroniro, A., Spiteri, R. J., Tang, G., Tarboton, D. G., Wood, A. W.
Published in Water resources research (01.11.2022)
Published in Water resources research (01.11.2022)
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Journal Article
MbExplainer: Multilevel bandit-based explanations for downstream models with augmented graph embeddings
Golgoon, Ashkan, Franks, Ryan, Filom, Khashayar, Ravi Kannan, Arjun
Published in Machine learning (01.09.2025)
Published in Machine learning (01.09.2025)
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Journal Article
Mathematical Modeling and Analysis of Credit Scoring Using the LIME Explainer: A Comprehensive Approach
Aljadani, Abdussalam, Alharthi, Bshair, Farsi, Mohammed A., Balaha, Hossam Magdy, Badawy, Mahmoud, Elhosseini, Mostafa A.
Published in Mathematics (Basel) (01.10.2023)
Published in Mathematics (Basel) (01.10.2023)
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Journal Article
Effective Pruning for Top-k Feature Search on the Basis of SHAP Values
Chabrier, Lisa, Crombach, Anton, Peignier, Sergio, Rigotti, Christophe
Published in IEEE access (2024)
Published in IEEE access (2024)
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Journal Article
Automated Federated Learning in Mobile Edge Networks - Fast Adaptation and Convergence
You, Chaoqun, Guo, Kun, Feng, Gang, Yang, Peng, Quek, Tony Q. S.
Published in IEEE internet of things journal (01.08.2023)
Published in IEEE internet of things journal (01.08.2023)
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Journal Article
Intrusion Detection for Wireless Sensor Network Using Particle Swarm Optimization Based Explainable Ensemble Machine Learning Approach
Afnan Birahim, Shaikh, Paul, Avijit, Rahman, Fahmida, Islam, Yamina, Roy, Tonmoy, Asif Hasan, Mohammad, Haque, Fariha, Chowdhury, Muhammad E. H.
Published in IEEE access (2025)
Published in IEEE access (2025)
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Journal Article
InstaTune: Instantaneous Neural Architecture Search During Fine-Tuning
Sridhar, Sharath Nittur, Kundu, Souvik, Sundaresan, Sairam, Szankin, Maciej, Sarah, Anthony
Published in IEEE International Conference on Computer Vision workshops (02.10.2023)
Published in IEEE International Conference on Computer Vision workshops (02.10.2023)
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Conference Proceeding
Accelerating computational modeling and design of high-entropy alloys
Singh, Rahul, Sharma, Aayush, Singh, Prashant, Balasubramanian, Ganesh, Johnson, Duane D.
Published in Nature Computational Science (01.01.2021)
Published in Nature Computational Science (01.01.2021)
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Journal Article
State agnostic planning graphs: deterministic, non-deterministic, and probabilistic planning
Bryce, Daniel, Cushing, William, Kambhampati, Subbarao
Published in Artificial intelligence (01.03.2011)
Published in Artificial intelligence (01.03.2011)
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Journal Article