Projects per year
Personal profile
Research interests
Embedded System
Database
Software Engineering
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 2 Zero Hunger
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SDG 3 Good Health and Well-being
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SDG 7 Affordable and Clean Energy
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SDG 8 Decent Work and Economic Growth
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 12 Responsible Consumption and Production
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SDG 13 Climate Action
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SDG 17 Partnerships for the Goals
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Collaborations and top research areas from the last five years
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Smart Open Wi-Fi Management System Development Based on Artificial Intelligence
Nugraha, I. G. D. (PI)
PUTI Q2 2023 University of Indonesia
1/01/23 → 1/01/24
Project: Research
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IoT Platform untuk Smart Laboratorium Monitoring System berbasis Teknologi LoRa dan Machine Learning
Nugraha, I. G. D. (PI)
1/01/22 → 31/12/22
Project: Research
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Pengembangan Platform Mata Elang sebagai Smart NIDS untuk Keamanan Jaringan Sistem Internet of Things (IoT)
Nugraha, I. G. D. (PI)
1/01/22 → 31/12/22
Project: Research
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Rancang Bangun Autonomous Rover Pembasmi Rumput Liar Pada Multi Terrain Berbasis Artificial Intelligence
Nugraha, I. G. D. (PI)
20/04/20 → 30/09/21
Project: Research
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A Novel Hybrid IGL1 Feature Selection Method for High-Performance Intrusion Detection on the UNSW-NB15 Dataset Using Multiple Machine Learning Models
Saputra, A., Ramli, K., Nugroho, A. S., Nugraha, I. G. D. & Pranggono, B., Jun 2026, In: Big Data and Cognitive Computing. 10, 6, 182.Research output: Contribution to journal › Article › peer-review
Open Access -
DYNAMIT: K-Medoids-Based Machine Learning for Scalable Honeynet Deception and Intelligent Threat Profiling
Maraden, Y., Ananda, Z., Nugraha, I. G. D. & Sari, R. F., Jun 2026, In: Electronics (Switzerland). 15, 11, 29 p., 2490.Research output: Contribution to journal › Article › peer-review
Open Access -
A New Control System Algorithm Based on Predictive Model with Machine Learning for Building Cooling System's Optimization
Napitupulu, H. Y. P., Nugraha, I. G. D. & Sari, R. F., 2025, 2025 17th International Conference on Knowledge and Smart Technology, KST 2025. Institute of Electrical and Electronics Engineers Inc., p. 151-156 6 p. (2025 17th International Conference on Knowledge and Smart Technology, KST 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Development of optimization control system for chiller plant based on a predictive model with Multi Stack LSTM and Deep Learning Neural Network Multi Output
Napitupulu, H. Y. P., Nugraha, I. G. D. & Sari, R. F., 1 Dec 2024, In: Journal of Building Engineering. 98, 111029.Research output: Contribution to journal › Article › peer-review
8 Citations (Scopus) -
Evaluation of Smart Home Platform Based on Blockchain
I Gde Dharma Nugraha & Yoarana, H., 30 Mar 2024, In: International Journal of Electrical, Computer, and Biomedical Engineering. 2, 1, p. 115-127Research output: Contribution to journal › Article › peer-review
Open Access