Results 141 to 150 of about 1,578 (156)
Some of the next articles are maybe not open access.
OPTUNA optimization for predicting chemical respiratory toxicity using ML models
Journal of Computer-Aided Molecular DesignPredicting molecular toxicity is an important stage in the process of drug discovery. It is directly related to medical destiny and human health. This paper presents an enhanced model for chemical respiratory toxicity prediction. It used a combination of molecular descriptors and term frequency - inverse document frequency (TF-IDF) based models with ...
Eman Shehab, Hamada Nayel, Mohamed Taha
openaire +2 more sources
Optimization of Biomedical Language Model with Optuna and a Sentencepiece Tokenization for NER
2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022Chérubin Mugisha, Incheon Paik
openaire +2 more sources
Modeling of Circularly Polarized Antenna Based on Optuna-MBNN
2023 International Applied Computational Electromagnetics Society Symposium (ACES-China), 2023Hailong Yang +5 more
openaire +1 more source
A Lightweight Method using LightGBM Model with Optuna in MOOCs Dropout Prediction
Proceedings of the 6th International Conference on Education and Multimedia Technology, 2022Kary Ng, Philip Lei
openaire +1 more source
Using Optuna and Genetic Algorithm together facilitate the classification of plant leaf diseases
International Journal of Hybrid Intelligent SystemsThe identification and severity assessment of plant leaf diseases is crucial to food security and sustainable agriculture. This study shows an innovative way to improve plant leaf disease detection. The recommended method uses Optuna for parameter optimization and the Genetic Algorithm for feature selection to improve plant leaf disease identification.
Priyanga Subbiah +2 more
openaire +2 more sources
The CPU Utilization Prediction Method Based on RF-Optuna-LightGBM
2025 7th International Academic Exchange Conference on Science and Technology Innovation (IAECST)Linfeng Xie +7 more
openaire +1 more source
A fuzzy numerical framework for inverse problems with $$\gamma $$-parameter optimization via optuna
Computational and Applied MathematicsVitória Yumi Uetuki Nicoleti +2 more
openaire +1 more source