Category: 7. Maths

This section presents comprehensive experimental validation of the proposed method’s effectiveness on IoT attack detection datasets NSL-KDD and CIC-IDS-2017. Through rigorous multi-phase testing and comparative studies, the performance…

Strong product of fuzzy incidence graphs

Definition 10

Given two FIGs, \(\mathscr {G}_1(\eta _1,\rho _1,\psi _1)\) and \(\mathscr {G}_2(\eta _2,\rho _2,\psi _2)\), with respective vertex sets \(X_1\)and

Overall architecture

As shown in Fig. 2a, we utilize DAT ¹⁰ as the backbone for the super-resolution network, and incorporate the Degradation Adapter and the cross-modal fusion module to construct our DePLSR model. Initially, the LR input x is…

Dataset preparation

The dataset for this study was collected from sesame fields in Metema and Humera, Amhara region, Ethiopia, and included 640 images of sesame plants with various diseases (healthy, Phyllody, and Bacterial blight). The images…

This section introduces three publicly available steel surface defect detection datasets: NEU-DET, GC10-DET, and Severstal. In addition, this paper also introduces the publicly available PCB-DET dataset. For relevant information, please refer to…

The intent of study is to design a system that predicts SOC using soil parameters and topography. This model will help farmers make informed decisions that will increase crop output. The interactions between biological and environmental factors…

This paper introduces edge-level positional encoding in addition to the traditional node-level random walk positional encoding and proposes two methods to enhance the edges in the original graph. The enhanced graphs are then used as input to both…

Many scholars have explored the applications of ML in the healthcare domain. Gilbert et al.⁷ discussed the use of AI and ML in healthcare and highlighted the regulatory challenges associated with adaptive algorithmic model updates. As the…

The matrices our QMM operates on are assumed to be stored in quantum random access memory (QRAM) and encoded into quantum state amplitudes. The framework addresses three distinct computational scenarios: matrix-vector multiplication,…

Data level and pre-experimental preparation

The dataset used in this paper is the open-source RDD 202,022 dataset, which includes road images from Japan, India, and the Czech Republic. The dataset contains four main types of road damage:…