Category: 7. Maths

Overview

The psychology behind adolescent involvement in violent crime represents a multifaceted and deeply interconnected research domain. This subsection outlines the key focus areas of the study, offering a framework for understanding the…

Let \(G=(V,E)\) be a graph with \(n_v = |V|\) vertices and \(n_e = |E|\) edges (for a list of key symbols and notations used throughout the manuscript, see the Supplementary Table S1 ). A community C is a subnetwork of G where nodes are more…

The analysis and related works in intrusion detection system (IDS) for the IoT network underscore the profound significance of the challenges in this field, emphasizing the critical need for innovative solutions. The first significant challenge…

Feature importance and result interpretation

To identify the factors that most significantly influence the optimal configuration of helical piles, a feature importance plot was generated to visualize the contribution of each feature to the output…

System overall architecture design

The proposed intelligent decision optimization model employs a multi-layered architecture that seamlessly integrates distributed blockchain technology with federated reinforcement learning to address the complex…

Performance verification and testing of the improved snake optimization algorithm

To verify the effectiveness of the improved Snake Optimization Algorithm, this algorithm was applied to standard benchmark problems. The performance of the improved…

Data retrieval

Reference positional data and gene expression data was retrieved through the Broad Institute Single-Cell Portal (SCP) via the accession numbers SCP2162 (mouse brain), SCP2170 (mouse embryonic brain), and SCP2169 (human tonsil) as…

Knowledge graph construction process

Knowledge graph construction methods are categorized as top-down and bottom-up⁴⁰. Top-down approaches are often suitable for situations where domain knowledge is clear, data size is small, and domain knowledge…

Choosing a career path is one of the most crucial but challenging aspects of a university student’s life, as it involves both self-discovery and social interaction. A growing number of factors, including digital ecosystems, personal preferences…

The examination and characteristics of the acquired dataset are to forecast the defect inflow completion time, and determine which information criterion is most useful for selecting the most accurate fit. This also looks at how to leverage…