Category: 7. Maths

Machine learning algorithms form the backbone of artificial intelligence research, playing a pivotal role in predictive analytics, pattern classification, image recognition, and system forecasting. Over the past two decades, there has been a…

Formulation of logic rule explanations

For given input x from the dataset X, our explanation α = (α_x, α_w) comprises two components: an antecedent α_x and a linear weight α_w. The antecedent α_x and a consequent y together form a logic rule α_x

Integrating heterogeneous information from multiple systems and delivering the necessary data to key stakeholders along the phases are essential for efficient building management. Integrating the latest building data with the 3D model improves…

Existence theory

This section utilizes key theorems from fixed point theory to explore the existence, uniqueness, and stability of solutions for the analyzed model (1). To achieve the desired outcomes, the model is reformulated as follows:

Overall scheme design

Taking into account the degree of mobility of people in the library and the different lighting needs, the university library is divided into three major areas: image detection area, infrared sensing area, and other areas. The…

Wi-Fi Signal Image-based Person Re-ID Baseline

For technical validation, a baseline neural network architecture is proposed for person Re-ID by analyzing sanitized Wi-Fi signal magnitude heatmaps, further validating the already explored hypothesis…