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Mikael Sabuhi, Petr Musilek and Cor-Paul Bezemer
As the number of machine learning applications increases, growing concerns about data privacy expose the limitations of traditional cloud-based machine learning methods that rely on centralized data collection and processing. Federated learning emerges a...
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Younes Berouaga, Cherif El Msiyah and Jaouad Madkour
Portfolio optimization is a pertinent topic of significant importance in the financial literature. During the portfolio construction, an investor confronts two important steps: portfolio selection and portfolio allocation. This article seeks to investiga...
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Weison Lin, Yajun Zhu and Tughrul Arslan
Edge AI accelerators are utilized to accelerate the computation in edge AI devices such as image recognition sensors on robotics, door lockers, drones, and remote sensing satellites. Instead of using a general-purpose processor (GPP) or graphic processin...
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Xiaole Wang, Jiwei Qin, Shangju Deng and Wei Zeng
In recent years, the application of knowledge graphs to alleviate cold start and data sparsity problems of users and items in recommendation systems, has aroused great interest. In this paper, in order to address the insufficient representation of user a...
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Jihan Nurul Rachman, Nor Norisanti, Acep Samsudin
Pág. 981 - 992
Before making a decision, investors will analyze the company's performance first, one of the ratios used by investors to measure the level of success of a company's performance in assessing shares, the difficulty of investors regarding the valuation of u...
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Evangelia Fragkou, Dimitrios Papakostas, Theodoros Kasidakis and Dimitrios Katsaros
The Internet of Battlefield Things is a newly born cyberphysical system and, even though it shares a lot with the Internet of Things and with ad hoc networking, substantial research is required to cope with its scale and peculiarities. This article exami...
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Alberto Camarero Orive, José Ignacio Parra Santiago, David Díaz Gutiérrez and Francisco De Manuel López
This paper introduces the concept of R4 (road-rail-ro-ro), a concept increasingly used in transport and logistics research circles that defines the modern concept of the transport chain as it passes through the intermodal use of rail, road, and ship via ...
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Andrew Weinert, Ngaire Underhill, Christine Serres and Randal Guendel
The integration of new airspace entrants into terminal operations requires design and evaluation of Detect and Avoid systems that prevent loss of well clear from and collision with other aircraft. Prior to standardization or deployment, an analysis of th...
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Lei He, Jian Ou, Mingyue Ba, Guohong Deng and Echuan Yang
Autonomous urban driving navigation is still an open problem and has ample room for improvement in unknown complex environments. This paper proposes an end-to-end autonomous driving approach that combines Conditional Imitation Learning (CIL), Mask R-CNN ...
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Siti Rohayani,Hidajat Sofyan Widjaja,Reny Fitriana Kaban
Pág. 205 - 218
The Islamic capital market, which includes sharia shares, corporate sukuks and sharia mutual funds, has contributed significantly to the national economic growth. Previous studies have shown different results regarding this issue. Therefore, it is necess...
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