Category: 7. Maths

In this section. We introduce our proposed multi-scale spatio-temporal domain-invariant (MSDI) representation learning method, as shown in Fig. 1a. We first use MSDI to enhance the original signal representation to alleviate the influence of the…

We conducted a series of experiments using four benchmark datasets aiming to validate the proposed system, and have proved in this way the superiority and effectiveness of the proposed system. We will begin by outlining the training configuration…

We first evaluate our originality estimation and genericization methods as-is, without integrating them into PREGen. Although this standalone approach is not practical for actual implementation, this experiment serves as a proof of concept to…

MGLIA-Net model

Based on the research of Ronneberger et al.¹⁷, organ and lesion region segmentation is one of the important contents in medical image analysis. Traditional methods usually require the establishment of a separate segmentation model…

Some 50 years ago this month, the Homebrew Computer Club — a do-it-yourself group of computer enthusiasts and hobbyists — began meeting in Menlo Park, California, fostering a culture of collaboration, knowledge exchange and the open sharing…

Generative artificial intelligence (AI) and large language models (LLMs) in particular are changing the way we do data science. Most prominently, scientists use the technology for interacting with scientific data¹, answering data analysis…

In this section, we perform numerical experiments on MSEDO, EDO, and selected comparison algorithms using 41 functions from the CEC2017 test suite and the CEC2022 test suite, as well as 10 engineering constrained optimization problems. The…