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Author

T. Gunawan

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3 papers indexed here

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Open access 2026

Fall Detection System Using Accelerometer and Gyroscope Sensors with Backpropagation Neural Networks

A fall is an incident in which a person suddenly loses their balance and falls uncontrollably to the ground or another surface. This is particularly dangerous for the elderly, as it can lead to serious injury or even death if not treated immediately. This study suggests utilizing a Backpropagation Neural Network (BPNN)...

H. Fitriawan, Alby Dzaky Hadi Pamungkas, Ezza Ahmad Faturohman et al. · 0 citations
Open access Sep 2026

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

This research evaluated whether integrating LSTM predictive models into conventional RBC strategies can reduce the total operating cost of a Malaysian residential microgrid under the applicable ToU electricity tariff and Solar Accelerated Transition Action Program (Solar ATAP) scheme to demonstrate the potential of pre...

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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