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Titlebook: Management of Digital EcoSystems; 15th International C Richard Chbeir,Djamal Benslimane,Joe Tekli Conference proceedings 2024 The Editor(s)

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楼主: Withdrawal
发表于 2025-3-26 23:02:15 | 显示全部楼层
PyExplore 2.0: Explainable, Approximate and Combined Clustering Based SQL Query Recommendationsthe database contents, make querying data a non-trivial, time-consuming process. The big challenge for users is to find which query to ask at any point. PyExplore is a data exploration framework that aims to help users explore datasets by providing SQL query recommendations. The user provides an ini
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Machine Learning Economy for Next Generation Industrial IoT: A Vision Under Web 3.0ion of the digital economy. Due to such issues, it is difficult for data-driven services such as ‘ML-as-a-service’ to prosper under the umbrella of Web 2.0. Therefore, it is important to explore the platform utilities Web 3.0 can provide to support such services as they require to be executed and se
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Detecting Cyberattacks to Federated Learning on Software-Defined Networksivate. The approach poses security challenges, such as model integrity, that must be addressed to ensure the reliability of the learned models. In this context, software-defined networking (SDN) can play a crucial role in improving the security of federated learning systems; indeed, it can provide c
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Heterogeneous Transfer Learning from a Partial Information Decomposition Perspectived try to reuse it to improve the performance of a related task in a Target Domain An important issue in TL is that the effectiveness of those techniques is strongly dataset-dependent. In this work, we investigate the possible structural causes of the varying performance of Heterogeneous Transfer Lea
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Impact of Feature Normalization on Machine Learning-Based Human Fall Detectionhuman fall detection. Specifically, we consider two fall detection datasets (URFD and UP-Fall) and study the impact of eight normalization techniques (min-max, z-score, decimal, sigmoid, tanh, softmax, maximum absolute, and statistical column) on the accuracy and training time of four machine learni
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Open-Source Software Development Communities: An Analysis Approach as a Social Networkhrough large organizations like GitHub. Based on the above, an interesting question arises: “Do the developer communities behave in a similar way regardless of the language they work with?” and following “which programming languages favor forking the most?”. In an effort to answer questions, data fr
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