Results 131 to 140 of about 3,330 (201)

Analysis of hyperparameter optimization effects on lightweight deep models for real-time image classification. [PDF]

Sci Rep
Rakesh VK, Mazumdar S, Samanta T, Pandey HK, Das A, Pal S.   +5 more
europepmc   +1 more source

PREDIKSI HARGA BAWANG MERAH DI KOTA PROBOLINGGO MENGGUNAKAN LONG SHORT TERM MEMORY-CATBOOST DENGAN OPTUNA OPTIMIZATION

Indonesia has abundant natural resources, one of which lies in the agricultural sector, particularly the horticultural subsector. Shallots are a high-value horticultural commodity that often experience price fluctuations, including in Probolinggo City ...
Salsabilah, Rafani Bardatus
core  

Samougađanje hiperparametara Cartographer algoritma korištenjem radnog okvira Optuna [PDF]

This work provides a more detailed overview of the theoretical elements of the algorithms and methods used throughout the project. A basic description of SLAM algorithms is given, followed by the specific characteristics of the Cartographer algorithm.
openaire  

Optimized ANN-RF hybrid model with optuna for fault detection and classification in power transmission systems. [PDF]

Sci Rep
Uzel H, Özüpak Y, Alpsalaz F, Aslan E.
europepmc   +1 more source

Enhancing Crack Detection in Pavements: Optimizing U-Net Convolutional Neural Network via Optuna

U-Net convolutional neural networks have proved effective in accurate segmentation. However, there is a need for an objective optimization of its hyperparameters (HPs) to ensure stability across diverse images. This study aims to optimize U-Net HPs using
Eid, Mohamed S., El Desouky, Nada, Torky, Ahmed A., PhD, Ibrahim, Mohamed, Elbheiri, Mohamed   +4 more
core  

Physics-Aware Ensemble Learning for Superior Crop Recommendation in Smart Agriculture. [PDF]

Sensors (Basel)
Gunasekaran H, Ramalakshmi K, Debnath S, Swaminathan DK.   +3 more
europepmc   +1 more source

AI-driven optimization of hydrogen storage in porous carbon adsorbents. [PDF]

Sci Rep
Rocha HRO, Romanos J, Abou Dargham S, Roukos R, Silva JAL, Wörtche HJ.   +5 more
europepmc   +1 more source

Optimising hyperparameters with a tree structured Parzen estimator to improve diabetes prediction. [PDF]

Sci Rep
Munshi RM, Munshi LR, Himdi H, Qashlan A, Munshi R, Alyahyawy OY, Khayyat MM.   +6 more
europepmc   +1 more source

Dual-phase optimized deep learning framework for accurate, efficient, and robust battery SoC estimation. [PDF]

Sci Rep
R S, Mani G.
europepmc   +1 more source

Domain generalisation challenges in breast cancer molecular classification using foundation models: a cross-cohort exploratory study. [PDF]

Med Biol Eng Comput
Fernandez-Romero J, Ramos-Berciano P, Perez-Perez M, Benavides D, Robles-Frias A, Garcia-Gutierrez J, Macias-Garcia L.   +6 more
europepmc   +1 more source