Hui Lyu | Artificial Intelligence and Machine Learning | Best Researcher Award

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Dr. Hui Lyu | Artificial Intelligence and Machine Learning | Best Researcher Award

Student, Zibo Normal College | China

Dr. Hui Lyu is an interdisciplinary researcher specializing in complex-valued neural networks, infrared image enhancement, intelligent signal processing, data fusion, and optimization-based machine learning. Her peer-reviewed output includes 4 SCI-indexed journal articles and international conference papers, with publications in IEEE Sensors Journal, IEEE Access, Neural Processing Letters, and Signal, Image and Video Processing. Her research integrates adaptive convolutional filtering, quaternion extreme learning machines, and multisensor fault diagnosis frameworks. She is a contributor to national and municipal funded research on infrared vision systems, sensor testing, and complex neural learning algorithms, and holds 5 granted invention patents in infrared imaging and intelligent detection systems. Her work has received regional scientific achievement recognition.

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Featured Publications

Manickam S | Artificial Intelligence and Machine Learning | Research Excellence Award

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Mr. Manickam S | Artificial Intelligence and Machine Learning | Research Excellence Award

Assistant Professor | Saveetha Engineering College | India

Mr. Manickam S is an emerging researcher in Artificial Intelligence and Machine Learning, with focused contributions spanning data analytics, secure systems, intelligent networks, and applied AI for real-world optimization. His scholarly output includes peer-reviewed journal and international conference publications addressing graph-based road network optimization, learning-assisted pathfinding, and cryptographic multi-server authentication using elliptic curve digital signatures. His research demonstrates strong integration of machine learning algorithms with networking, security, and intelligent transportation systems. Mr. Manickam S has an active innovation portfolio, with multiple Indian patents published and granted in domains such as IoT-enabled robotics, smart agriculture, edge-AI energy monitoring, cloud-integrated IoT resource allocation, solar panel automation, and AI-driven healthcare analytics. His work reflects a translational R&D orientation, emphasizing scalable, deployable intelligent systems. According to Google Scholar, he has 8 citations across 3 research documents with an h-index of 1. He has received recognition for academic innovation and contributes to the research ecosystem through conference participation, interdisciplinary AI research, and technology-driven problem solving.

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Featured Publications

Secure multi server authentication system using elliptic curve digital signature
– IEEE ICCPCT Conference Proceedings, 2016 | Citations: 8

Optimizing Road Networks: A Graph-Based Analysis with Path-finding and Learning Algorithms
– International Journal of Intelligent Transportation Systems Research, 2024