Retracted: Research of the Context Recommendation Algorithm Based on the Tripartite Graph Model in Complex Systems by null Complexity

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Research on Adaptive Education Path Dynamic Programming Algorithm Based on Reinforcement Learning and Cognitive Graphs by Hongli Lou, Pin Yue, Jianwen Chen

“…Current systems rely heavily on static models that do not dynamically adjust to the learner’s evolving needs. This research addresses these limitations by proposing an innovative approach that integrates reinforcement learning and cognitive graphs to optimize learning paths in real-time. …”
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An Algorithm Based on Connectivity Properties for Finding Cycles and Paths on Kidney Exchange Compatibility Graphs by Roger Z. Ríos-Mercado, L. Carolina Riascos-Álvarez, Jonathan F. Bard

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THEORY OF GRAPHS ALGORITHMS IN THE INTERNATIONAL TRADE MODEL by Tatyana A. MEDVEDEVA

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An Order-Independent Algorithm for Learning Chain Graphs by Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi

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Graph-Based Lexical Sentiment Propagation Algorithm by Tajana Ban Kirigin, Sanda Bujačić Babić, Benedikt Perak

“…The proposed ConGraCNet Sentiment Propagation algorithm uniquely combines existing sentiment dictionaries and corpus-based syntactic–semantic embedding graphs to reliably capture and propagate sentiment values in lexical networks. …”
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Research on Point Cloud Registration and Stitching Fusion Algorithm Based on GCN-PRFNet by Wenhao Zeng, Gongbing Su, Zixuan Su, Rui Li, Jun Chen

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COMPARATIVE ANALYSIS OF COLORING ALGORITHMS FOR ORDINARY WEIGHTED GRAPH by Andrey Sergeyevich Merzlenko, Valery Grigoryevich Kobak

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Genetic Algorithm for Finding the Global Forcing‎ ‎Number‎ ‎of‎ ‎Bipartite‎ ‎Graphs by Sara Oskoueian, Mostafa Tavakoli, Narjes Sabeghi

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Research on automatic processing system of financial information in colleges and universities based on NLP-KG fusion algorithm by Jin Lei, Mengke Wei, Yiwen She, Weixia Wang

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Analyzing cryptographic algorithm efficiency with in graph-based encryption models by Yashmin Banu, Biplab Kumar Rath, Debasis Gountia

“…This research paper investigates the efficiency of cryptographic algorithms within graph-based encryption models such as star graph, focusing on their computational performance and security robustness. …”
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Application of Graph Theory and Variants of Greedy Graph Coloring Algorithms for Optimization of Distributed Peer-to-Peer Blockchain Networks by Miljenko Švarcmajer, Denis Ivanović, Tomislav Rudec, Ivica Lukić

“…This paper investigates the application of graph theory and variants of greedy graph coloring algorithms for the optimization of distributed peer-to-peer networks, with a special focus on private blockchain networks. …”
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Application research on classification and integration model of innovation and entrepreneurship education resources based on GNN-PSO algorithm by Yongjian Dong

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Quantum approximate optimization algorithms for maximum cut on low-girth graphs by Tongyang Li, Yuexin Su, Ziyi Yang, Shengyu Zhang

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Application of graph theory in liver research: A review by Xumei Hu, Longyu Sun, Rencheng Zheng, Xueqin Xia, Meng Liu, Weibo Chen, Xinyu Zhang, Chengyan Wang

“…Abstract Graph theory has emerged as a valuable tool in liver research, aiding in the assessment of complex interactions underlying liver diseases at different organizational levels. …”
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Dynamic FastMap: An Efficient Algorithm for Spatiotemporal Embedding of Dynamic Graphs by Omkar Thakoor, T. K. Satish Kumar

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A Moving Target Online Location Algorithm Based on Factor Graph by Chenxin Wang, Wenxing Fu, Tong Zhang, Rong Hui

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Greedy Graph Coloring and Hungarian Algorithms for Resource Scheduling in TWDM-PON by Sandra Arnaout, Md Arifur Rahman, Md Munjure Mowla, Slawomir Hausman, Piotr Korbel

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EGNAS: Efficient Graph Neural Architecture Search Through Evolutionary Algorithm by Younkyung Jwa, Chang Wook Ahn, Man-Je Kim

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A fresh look at a randomized massively parallel graph coloring algorithm by Boštjan Gabrovšek, Janez Žerovnik

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