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    Academic Journals

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• Towards suitable description of reference architectures.

  Authors:Pedro Henrique Dias Valle, Lina Garcés, Tiago Volpato, Silverio Martínez-Fernández, and Elisa Yumi NakagawaFrom:PeerJ Computer Science (Vol. 7) Peer-Reviewed

  Mar. 9, 202111,592 words Article 1430LDue to the increasing size and complexity of many current software systems, the architectural design of these systems has become a considerately complicated task. In this scenario, reference architectures have already...

• Supervised ensemble learning methods towards automatically filtering Urdu fake news within social media.

  Authors:Muhammad Pervez Akhter, Jiangbin Zheng, Farkhanda Afzal, Hui Lin, Saleem Riaz, and Atif MehmoodFrom:PeerJ Computer Science (Vol. 7) Peer-Reviewed

  Mar. 9, 20219,716 words Article 1330LThe popularity of the internet, smartphones, and social networks has contributed to the proliferation of misleading information like fake news and fake reviews on news blogs, online newspapers, and e-commerce...

• Effects of network topology on the performance of consensus and distributed learning of SVMs using ADMM.

  Authors:Shirin Tavara and Alexander SchliepFrom:PeerJ Computer Science (Vol. 7) Peer-Reviewed

  Mar. 9, 202110,135 words Article 1530LThe Alternating Direction Method of Multipliers (ADMM) is a popular and promising distributed framework for solving large-scale machine learning problems. We consider decentralized consensus-based ADMM in which nodes may...