Results 171 to 180 of about 2,998 (192)

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, Zhinan Lao, Hongchang He
exaly  

OPTIMIZING AN ADAPTIVE NUMERICAL INTEGRATOR USING OPTUNA

Anais do Encontro Nacional de Modelagem Computacional e Encontro de Ciência e Tecnologia de Materiais
Daniel Augusto de Sousa Mendes, Rafael Pereira Bianchin, Ângelo de Carvalho Paulino, Angelo Passaro   +3 more
openaire   +1 more source

Network Intrusion Detection System Using Optuna

2024 International Conference on IoT Based Control Networks and Intelligent Systems (ICICNIS)
Nishank Parekh, Arzob Sen, P. Rajasekaran, J. D. Dorathi Jayaseeli, P. Robert   +4 more
openaire   +1 more source

Optimizing Network-Level Forensics with Optuna-Generated CNN Model

TENCON 2024 - 2024 IEEE Region 10 Conference (TENCON)
Wilson Wee Shyan Lim, Jason Yeo Joon Kiat, Ng Zheng Hao Buddy, Karen Goh Sian Mei, Ang Peng Chuan Alvin, Purnima Murali Mohan   +5 more
openaire   +1 more source

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

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

Frontiers in Materials
Muhammad Adeel Khan, N S Abd El-Gawaad, Khan Muhammad Salman   +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
Maryam Hassanali, Mohammadreza Soltanaghaei, Taghi Javdani Gandomani   +2 more
exaly  

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

Smart Agricultural Technology
Nnamdi I Nwulu, Bamidele A Dada, Seun O Olukanmi   +2 more
exaly