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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Qier Kang

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Open access Aug 2026

Band selection framework for hyperspectral images based on discriminability-oriented optimization mechanism.

INTRODUCTION Hyperspectral images suffer from high dimensionality, inter-band redundancy, and noise interference, increasing computational cost and degrading classification performance. Conventional band selection methods often fail to capture complementary and interactive band relationships, while deep learning-based...

Xi-Mei Ma, Dong Zhao, Qier Kang et al. · 0 citations
Open access Aug 2026

FGOGNN: An Energy-Efficient and Intelligent Cluster-Based Routing Protocol for Wireless Sensor Networks

A novel cluster-based routing protocol that integrates a Fungal Growth Optimizer for adaptive cluster head (CH) selection and a Graph Neural Network for inter-cluster routing, which demonstrates FGOGNN’s potential for deployment in real-time WSN applications, where energy efficiency and dynamic adaptability are paramou...

Huang-Shui Hu, Shuo Liu, Qier Kang et al. · 2 citations

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