Donald Elmazi

Universiteti Metropolitan Tirana — AL

Computer Science · Physical Sciences

15h-index960citations150works0.92yr avg
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Research Topics

Energy Efficiency in Computing(64), Energy Efficient Wireless Sensor Networks(57), Context-Aware Activity Recognition Systems(55), Opportunistic and Delay-Tolerant Networks(50), Mobile Ad Hoc Networks(28)

Publications150 total

Proactive context aware task offloading in digital twin driven federated IoT systems with large language models
Internet of Things·2025Open Access
Analyzing Wireless Security: A Case Study on READ Corporation
Engineering World·2025Open Access
Digital Twin-driven federated learning and reinforcement learning-based offloading for energy-efficient distributed intelligence in IoT networks
Internet of Things·2025· 5 cited
Adaptive Offloading in Federated Virtual Sensors for Efficient Resource Management in IoT Systems
Lecture notes on data engineering and communications technologies·2025
XDT-FMARL: an explainable federated multi-agent reinforcement learning framework for energy-efficient IoT task offloading
International Journal of Web and Grid Services·2025
Advancing Federated Virtual Sensors for IoT with Privacy Safeguards and Robustness to Adversarial Threats
Lecture notes on data engineering and communications technologies·2025
XDT-FMARL: An Explainable Federated Multi-Agent Reinforcement Learning Framework for Energy-Efficient IoT Task Offloading
International Journal of Web and Grid Services·2025
Expressing Liminality in Data within the Context of Deep Learning
2024
Evaluating Support Vector Machine and Logistic Regression: A Machine Learning-Based Statistical Study for Breast Cancer Diagnosis
2024· 1 cited
5G Impact on the Flow of Wireless Internet Traffic
2024· 1 cited
Federated Virtual Sensors for IoT: Applying Machine Learning Algorithms Through Federated Averaging and Distributed Intelligence
Lecture notes on data engineering and communications technologies·2024· 1 cited
An Isolation Forest Model for Anomaly Detection in IoT Networks Using Directional Graphs
Lecture notes on data engineering and communications technologies·2024
Testing Intelligent Traffic Control Solutions efficiency in reducing traffic and pollution in Tirana<sup>*</sup>
2024
Automated Machine Learning Model Selector with Improved Exploratory Data Analysis using Artificial Intelligence
2024
An Intelligent Transportation Systems-Based Machine Learning-Enhanced Traffic Prediction Model using Time Series Analysis and Regression Techniques*
2024· 5 cited
Enhancing Water Resource Management through IoT-Enabled Smart Water Monitoring Systems: A Multi-Agent Algorithm Approach
2024· 1 cited
A Survey on Fault Detection in Industrial IoT: A Machine Learning Approach with Emphasis on Federated Learning and Intrusion Detection Systems
Research Square (Research Square)·2024· 2 citedOpen Access
Implementation and Optimization of Narrow-Band Internet of Things (NB-IoT) Nodes Coverage Using Doppler Effect Shift Chips
Lecture notes on data engineering and communications technologies·2023· 4 cited
Performance Comparison of Vector Based Forwarding and Depth Based Routing in Underwater Wireless Sensor Networks
2023· 3 cited
Cybersecurity and Privacy Attacks Detection in IoT Networks with Improved Data Engineering and Machine Learning Methods
2023· 4 cited
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Frequent Co-authors

Leonard Barolli(46), Tetsuya Oda(24), Makoto Ikeda(22), Shinji Sakamoto(16), Miralda Cuka(15), Keita Matsuo(14), Evjola Spaho(12), Elis Kulla(11), Kevin Bylykbashi(9), Takaaki Inaba(5), Fatos Xhafa(4), Kazunori Uchida(4), Ryoichiro Obukata(4), Kosuke Ozera(3), Keisuke Ebisu(3), Admir Barolli(2), Yi Liu(2), Makoto Ikeda(2), Taro Ishitaki(2), Makoto Takizawa(2)