Efficient evaluation methods for neural architecture search: A survey

X Song, X Xie, Z Lv, GG Yen, W Ding, J Lv… - arXiv preprint arXiv …, 2023 - arxiv.org
Neural Architecture Search (NAS) has received increasing attention because of its
exceptional merits in automating the design of Deep Neural Network (DNN) architectures …

Can satellites predict yield? Ensemble machine learning and statistical analysis of Sentinel-2 imagery for processing tomato yield prediction

N Darra, B Espejo-Garcia, A Kasimati, O Kriezi… - Sensors, 2023 - mdpi.com
In this paper, we propose an innovative approach for robust prediction of processing tomato
yield using open-source AutoML techniques and statistical analysis. Sentinel-2 satellite …

OStr-DARTS: Differentiable Neural Architecture Search Based on Operation Strength

L Yang, Z Zheng, Y Han, S Song… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Differentiable architecture search (DARTS) has emerged as a promising technique for
effective neural architecture search, and it mainly contains two steps to find the high …

[HTML][HTML] Spectral Bands vs. Vegetation Indices: An AutoML Approach for Processing Tomato Yield Predictions based on Sentinel-2 Imagery

N Darra, B Espejo-Garcia, V Psiroukis… - Smart Agricultural …, 2025 - Elsevier
Predicting tomato yield is crucial for agricultural production planning, management, market
supply, and risk management. While yield prediction in precision agriculture presents a …