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IEEE Access, 2019 Network attack behavior detection using deep learning is an important research topic in the field of network security. Currently, there are still many challenges in detecting multi-class imbalanced abnormal traffic data.
Yong Zhang +5 more
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Incremental Minimum Flow Algorithms
Mathematics, 2021 There are various situations in which real-world problems can be modeled and solved as minimum flow problems. Sometimes, in these situations, minor data changes may occur, leading to corresponding changes of the networks in which the practical problems ...
Laura Ciupala, Adrian Deaconu
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Dynamic Multi-Path Load Balancing Method Based on Feedforward Neural Network in DCN [PDF]
Jisuanji gongcheng, 2021 In order to solve the problem of unbalanced network load caused by elephant flows in Data Center Network(DCN), a dynamic multi-path load balancing method based on feedforward neural network(FNN) is proposed.In this method, topological perception and flow
ZUO Pan, SHU Yongan
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Network flows for functions [PDF]
2011 IEEE International Symposium on Information Theory Proceedings, 2011 16 pages, 4 ...
Virag Shah +2 more
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An Algorithm for Choosing, Ordering a New Criteria of a Bi-Objective Flow Problem
Foundations of Computing and Decision Sciences, 2021 In this paper, we propose an algorithm which is based on many things: the notions well-known of the simplex network method, Ford Fulkerson’s algorithm and our new idea, which is >, applied on a bi-objective minimum cost flow problem.
Belkacem Salima Nait
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Solving the nonlinear transportation problem by global optimization
Transport, 2010 The aim of this paper is to present the suitability of three different global optimization methods for specifically the exact optimum solution of the nonlinear transportation problem (NTP). The evaluated global optimization methods include the branch and
Uroš Klanšek, Mirko Pšunder
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The Drake Passage opening from an experimental fluid dynamics point of view
Scientific Reports, 2021 Pronounced global cooling around the Eocene–Oligocene transition (EOT) was a pivotal event in Earth’s climate history, controversially associated with the opening of the Drake Passage.
Miklós Vincze +9 more
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New Algorithm Permitting the Construction of an Effective Spanning Tree
Foundations of Computing and Decision Sciences, 2023 In this paper, we have done a rapid and very simple algorithm that resolves the multiple objective combinatorial optimization problem. This, by determining a basic optimal solution, which is a strong spanning tree constructed, according to a well-chosen ...
Belkacem Salima Nait, Abbas Moncef
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Collective effects of link failures in linear flow networks
New Journal of Physics, 2020 The reliable operation of supply networks is crucial for the proper functioning of many systems, ranging from biological organisms such as the human blood transport system or plant leaves to man-made systems such as power grids or gas pipelines.
Franz Kaiser +2 more
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Energy Reports, 2021 An integrated energy system that uses various networks to transfer electrical power, natural gas, heating, and cooling energy has been applied widely in recent decades.
Dongwen Chen +4 more
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