Evolution of network structure and driving mechanisms of food production resilience in arid regions: a machine learning-based approach

DMF-T assessment on panoramic images using deep learning-based convolutional neural network algorithm

Elif Aslan, Ali Canberk Ulusoy, Onur Mutlu, Erinc Onem, Elif Sener, Ali Mert, et al.

A machine learning–based optimal charging strategy for PV-assisted electric vehicle systems incorporating second-life batteries under degradation constraints

Ahmed Ezzat, Ayman S. Abdel-Khalik, Ragi A. Hamdy, Mostafa S. Hamad

Abstract The rapid expansion of electric vehicles (EVs) and residential photovoltaic (PV) systems has created new challenges in battery charging management, particularly due to the variability of renewable energy, grid limitations, and battery aging effects. In this work, we pres…Read more

Transfer learning-based SOH estimation from partial charging data with polarization-aware modeling

Yuxia Li, Yuanyuan Gao, Xianbao Wang, C Wang, Zi Wang, Chuxiong Wu, et al.

Accurate state-of-health (SOH) estimation from incomplete charging data remains difficult when batteries are operated under variable charging protocols and when the prior polarization history is unknown. Many existing data-driven methods either rely on handcrafted health indicato…Read more

Deep reinforcement learning-based resource recommendation system for ideological and political education

Zixuan Song, Lianxin Geng, Xiao Wang, Xiaoke Gong

In the context of developments in digital education and artificial intelligence technologies, ideological and political education (IPE) scenarios (e.g., university teaching, enterprise training, and community practice) generate growing demands for accurate resource recommendation…Read more

Hybrid fusion of E-nose and computer vision using optimized deep learning and machine learning for robust plant leaf recognition

Pouya Bohlol, Mohammad Hasan Sabet Dizavandi, Syed Saeid Mohtasebi, Mahmoud Omid

Abstract The fusion multi-sensory system with optimized deep learning and machine learning algorithms appeared to synergize difficult paradigms in precision agriculture and boost recognition of various plant species. In this study, an electronic nose (E-nose) system with eight MO…Read more

An energy efficient reliable machine learning based fuzzy fault tolerant model with self-healing routing in wireless sensor networks

Manoj Kumar Reddy Devarla, S. V. N. Santhosh Kumar