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

Author

T. Gunawan

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2 papers indexed here

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Open access Sep 2026

A Predictive Energy Management Framework for Malaysian Residential Microgrid Using LSTM-Driven Adaptive Rule-Based Control

The rapid increase in global energy demand and the growing emphasis on environmental sustainability have accelerated the integration of renewable energy sources (RES) into modern microgrids. However, the stochastic nature of RES, the unpredictable behavior of load demand, and the variability of utility electricity tari...

Kamal Akashah Che Kamaruddin, Siti Hajar Yusoff, T. Gunawan et al. · 0 citations
Review Open access Jul 2026

Cognitive Detection at Big-Data Scale: A CNN-LSTM-DQN Framework with Prioritized Experience Replay for Cross-Attack-Family Generalization and Multi-Seed Initialization Sensitivity Analysis

A cognitive computing framework for network intrusion detection: a CNN–LSTM–DQN architecture with Prioritized Experience Replay (PER) evaluated on a 5,000,000-flow naturalistic sample of the TON_IoT Processed_Network dataset.

Rushendra, K. Ramli, P. D. Purnamasari et al. · 1 citation

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