In this paper heterogeneous data with agreed content aggregation system has been developed. Disadvantages and advantages of similar systems have been analyzed.

Heterogeneous data refers to data derived from two or more different molecular levels, presenting challenges due to variations in format, structure, and noise ...

Apr 30, 2024 · We propose two frameworks to address heterogeneous human feedback in principled ways: personalization-based one and aggregation-based one.

Secure data aggregation protocols for heterogeneous WSNs can be classified into two types: End to end and hop by hop data aggregation protocols [5,6].

Heterogeneous data with agreed content aggregation system development. Autorzy: L. Churyn,; Agnieszka Kowalska-Styczeń,; Y. Burov,; A. Berko,; A. Vasevych, ...

Apr 10, 2014 · Aggregating multiple correlated data sources may help improve the learning performance of a given task. For example, in recommendation ...

Heterogeneous Data with Agreed Content Aggregation System Development. L ... 2019. Development of the system to integrate and generate content ...

A new approach is proposed for designing and developing the Virtual Library information system for saving and development of e-books in the MARC 21 format ...

Jan 8, 2021 · The work is devoted to preliminary data processing for the security monitoring of industrial CPS in modern conditions. The general architecture ...

This paper proposes a novel FL framework, federated lazy aggregation (FedLA), which reduces aggregation frequency to obtain high-quality gradients and improve ...