Results 201 to 210 of about 4,344 (219)

Quantifying scattering characteristics of mangrove species from Optuna-based optimal machine learning classification using multi-scale feature selection and SAR image time series

International Journal of Applied Earth Observation and Geoinformation, 2023
Bolin Fu, Fan Donglin, Hongchang He
exaly  

Anomaly Detection based on NSL-KDD using XGBoost with Optuna Tuning

2022
Ajib Setyo Arifin
exaly  

Optimized Website Traffic Forecasting with Automatic Models and Optuna

IIAI Letters on Informatics and Interdisciplinary Research
Ahadi Ningrum, Ayu, Rifqi Mulyawan
openaire   +1 more source

Automated Federated Learning: Evaluating Optuna for Global Aggregator Tuning

2026 6th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)
Yousef M. Jaradat, Ahmad A. Manasrah, Ismael A. Jannoud   +2 more
openaire   +1 more source

Explainable AutoML models for predicting the strength of high-performance concrete using Optuna, SHAP and ensemble learning

Frontiers in Materials
Tianbo Peng, N S Abd El-Gawaad, Sabri Sabri Mohanad Muayad   +2 more
exaly  

Optuna-CNN based proxy model for calculation of perforating shock loads

Geoenergy Science and Engineering
Qiao Deng, Guilin Qi, Jiadong Jiang, Dong Yang   +3 more
openaire   +1 more source

Software development effort estimation using boosting algorithms and automatic tuning of hyperparameters with Optuna

Journal of Software: Evolution and Process
Farsad Zamani Boroujeni, Mohammadreza Soltanaghaei, Taghi Javdani Gandomani   +2 more
exaly  

The CPU Utilization Prediction Method Based on RF-Optuna-LightGBM

2025 7th International Academic Exchange Conference on Science and Technology Innovation (IAECST)
Linfeng Xie, Yunsong Zou, Ziyuan Liu, Yuxin He, Yunling Zeng, Jintang Wu, Xingzhi Zou, Xue Li   +7 more
openaire   +1 more source

Determination and application of hyperparameters for landslide susceptibility assessment using Optuna: the Eunsan shallow landslides occurred on August 14, 2022, in Buyeo City, Chungcheong Province, Korea

Geosciences Journal
Jong-Tae Kim
exaly  

Bayesian optimization with Optuna for enhanced soil nutrient prediction: a comparative study with genetic algorithm and particle swarm optimization

Smart Agricultural Technology
Seun O Olukanmi, Bamidele Dada
exaly