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Hao An, Ruotong Ma, Yuhan Yan, Tailai Chen, Yuchen Zhao, Pan Li, Jifeng Li, Xinyue Wang, Dongchen Fan and Chunli Lv
This paper aims to address the increasingly severe security threats in financial systems by proposing a novel financial attack detection model, Finsformer. This model integrates the advanced Transformer architecture with the innovative cluster-attention ...
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Ilia Zaznov, Julian Martin Kunkel, Atta Badii and Alfonso Dufour
This paper introduces a novel deep learning approach for intraday stock price direction prediction, motivated by the need for more accurate models to enable profitable algorithmic trading. The key problems addressed are effectively modelling complex limi...
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Enrique González-Núñez, Luis A. Trejo and Michael Kampouridis
This research aims at applying the Artificial Organic Network (AON), a nature-inspired, supervised, metaheuristic machine learning framework, to develop a new algorithm based on this machine learning class. The focus of the new algorithm is to model and ...
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Tingting Chen, Yan Li, Xiongfei Jiang and Lingjie Shao
The methods of complex networks have been extensively used to characterize information flow in complex systems, such as risk propagation in complex financial networks. However, network dynamics are ignored in most cases despite systems with similar topol...
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Nomfundo Patricia Sibiya, Dillip Kumar Das, Coleen Vogel, Sonwabo Perez Mazinyo, Leocadia Zhou, Mukalazi Ahmed Kalumba, Mikateko Sithole, Richard Kwame Adom and Mulala Danny Simatele
Climate change is already a reality, and it is affecting the lives and livelihoods of many people globally. Many scientists argue that adaptation is, therefore, necessary to address the impact of climate change on life-supporting systems. Climate change ...
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Mustafa Pamuk and Matthias Schumann
Corporate credit ratings provide multiple strategic, financial, and managerial benefits for decision-makers. Therefore, it is essential to have accurate and up-to-date ratings to continuously monitor companies? financial situations when making financial ...
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Rasoul Amirzadeh, Asef Nazari and Dhananjay Thiruvady
The total capital in cryptocurrency markets is around two trillion dollars in 2022, which is almost the same as Apple?s market capitalisation at the same time. Increasingly, cryptocurrencies have become established in financial markets with an enormous n...
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Adelya Khasanova,Maxim Dunaev
Pág. 9 - 15
In the modern world, all companies use IT infrastructure to organize their activities. And an attempt to eliminate various anomalous events (including security threats) in the activities of technology platforms is becoming extremely urgent.Such platforms...
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Abubakar Sharafat, Muhammad Shoaib Khan, Kamran Latif, Waqas Arshad Tanoli, Wonyoung Park and Jongwon Seo
Underground utilities are important assets that provide basic services for society?s daily life. They are generally very complex and remain unnoticed until they fail due to any particular reason. The stakeholders involved in the design, construction, and...
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Iryna Zachko, Andriy Ivanusa, Dmytro Kobylkin
Pág. 40 - 46
Introduction. Implementation of program projects of social and economic development of the territories of Ukraine is inefficient, with overspending of the budget and completion not at the set time. This is due to the use of reactive project management me...
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