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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Sifat Rahman Ahona

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Open access Sep 2026

Intrusion detection in evolving internet of things environments using decentralized data systems

A hybrid IDS framework built on a stacking ensemble of four heterogeneous base classifiers, namely random forest, extreme gradient boosting, light gradient-boosting machine, and a shallow multi-layer perceptron (MLP), coupled with a PyTorch-based neural network meta-classifier, establishing that pairing meta-learning w...

Zobayer Alam, A. Sarker, Jariatun Islam et al. · 0 citations
Review Open access 2026

Context-Aware Sentiment Analysis of E-Commerce Reviews Using a BERT-CNN-BiLSTM Hybrid Model

The findings demonstrate that combining contextual transformer representations with local convolutional features and bidirectional sequential modeling can improve class-balanced sentiment classification in aspect-expanded e-commerce review data.

Mahmud Reza Mahim, Fahad Bin Z Islam, Mustofa Mahmud et al. · 0 citations

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