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Exploring interpretable and non-interpretable machine learning models for estimating winter wheat evapotranspiration using particle swarm optimization with limited climatic data
Zhao, Xin, Zhang, Lei, Zhu, Ge, Cheng, Chenguang, He, Jun, Traore, Seydou, Singh, Vijay P.
Published in Computers and electronics in agriculture (01.09.2023)
Published in Computers and electronics in agriculture (01.09.2023)
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Journal Article
Hybrid machine learning with optimization algorithm and resampling methods for patch load resistance prediction of unstiffened and stiffened plate girders
Kong, Zhengyi, Le, Dai-Nhan, Pham, Thai-Hoan, Poologanathan, Keerthan, Papazafeiropoulos, George, Vu, Quang-Viet
Published in Expert systems with applications (01.09.2024)
Published in Expert systems with applications (01.09.2024)
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Journal Article
AI-driven prognostics in pediatric bone marrow transplantation: a CAD approach with Bayesian and PSO optimization
Badawy, Mahmoud, AbdulAzeem, Yousry, ZainEldin, Hanaa, Balaha, Hossam Magdy, Bamaqa, Amna, El-Agamy, Rasha F., Sayed, Hanaa A., Elhosseini, Mostafa A.
Published in BMC medical informatics and decision making (06.10.2025)
Published in BMC medical informatics and decision making (06.10.2025)
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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
Explainable Machine Learning-Based Method for Fracturing Prediction of Horizontal Shale Oil Wells
Liu, Xinju, Zhang, Tianyang, Yang, Huanying, Qian, Shihao, Dong, Zhenzhen, Li, Weirong, Zou, Lu, Liu, Zhaoxia, Wang, Zhengbo, Zhang, Tao, Lin, Keze
Published in Processes (01.09.2023)
Published in Processes (01.09.2023)
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Journal Article
A feature agnostic approach for glaucoma detection in OCT volumes
Maetschke, Stefan, Antony, Bhavna, Ishikawa, Hiroshi, Wollstein, Gadi, Schuman, Joel, Garnavi, Rahil
Published in PloS one (01.07.2019)
Published in PloS one (01.07.2019)
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Journal Article
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
MW-MADDPG: a meta-learning based decision-making method for collaborative UAV swarm
Zhao, Minrui, Wang, Gang, Fu, Qiang, Guo, Xiangke, Chen, Yu, Li, Tengda, Liu, XiangYu
Published in Frontiers in neurorobotics (21.09.2023)
Published in Frontiers in neurorobotics (21.09.2023)
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Journal Article
Robust Architecture-Agnostic and Noise Resilient Training of Photonic Deep Learning Models
Kirtas, Manos, Passalis, Nikolaos, Mourgias-Alexandris, George, Dabos, George, Pleros, Nikos, Tefas, Anastasios
Published in IEEE transactions on emerging topics in computational intelligence (01.02.2023)
Published in IEEE transactions on emerging topics in computational intelligence (01.02.2023)
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Journal Article
ROhAN: Row-order agnostic null models for statistically-sound knowledge discovery
Abuissa, Maryam, Lee, Alexander, Riondato, Matteo
Published in Data mining and knowledge discovery (01.07.2023)
Published in Data mining and knowledge discovery (01.07.2023)
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Journal Article
Bayesian Meta-Learning: Toward Fast Adaptation in Neural Network Positioning Techniques
Pu, Qiaolin, Chen, Youkun, Zhou, Mu, Ng, Joseph Kee-Yin, Cai, Rui
Published in IEEE internet of things journal (15.04.2024)
Published in IEEE internet of things journal (15.04.2024)
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Journal Article
Evaluating the performance of metaheuristic-tuned weight agnostic neural networks for crop yield prediction
Jovanovic, Luka, Zivkovic, Miodrag, Bacanin, Nebojsa, Dobrojevic, Milos, Simic, Vladimir, Sadasivuni, Kishor Kumar, Tirkolaee, Erfan Babaee
Published in Neural computing & applications (01.08.2024)
Published in Neural computing & applications (01.08.2024)
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Journal Article