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Ponnuthurai Nagaratnam Suganthan

Qatar University

College of Law

Qatar University

Doha, 2713

Qatar

SCHOLARLY PAPERS

2

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64

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0

Scholarly Papers (2)

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1.

Large-Scale Data Classification Based on the Integrated Fusion of Fuzzy Learning and Graph Neural Network

Number of pages: 18 Posted: 25 May 2023
Vaclav Snasel, martin stepnicka, Varun Ojha, Ponnuthurai Nagaratnam Suganthan, Ruobin Gao and lingping kong
VSB - Technical University of Ostrava, University of Ostrava, Newcastle University, Qatar University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 33 (1,290,922)

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Graph neural networks, Fuzzy inference systems, Graph transformers, Sub-Space regression.

2.

Integrating Meta-Heuristics and Q-Learning for Scheduling Carbon Emission Urban Traffic Lights with Two Objectives

Number of pages: 36 Posted: 22 Oct 2024
Wuze Huang, Kaizhou Gao, Zhongjie Lin, Le Zhang, Ponnuthurai Nagaratnam Suganthan and Naiqi Wu
Macau University of Science and Technology, Macau University of Science and Technology, Macau University of Science and Technology, University of Electronic Science and Technology of China (UESTC), Qatar University and Macau University of Science and Technology
Downloads 31 (1,318,317)

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bi-objective, carbon emission, Meta-heuristics, Q-learning, urban traffic light scheduling