Category: 7. Maths

HDC_Net network architecture

The HDC_Net network architecture proposed in this study is shown in Fig. 1a and comprises three main components: a stem MLP, encoder, and decoder. The stem MLP is used to enhance the point cloud feature dimensions. The…

In this section, we briefly recall some related basic concepts. These concepts include fuzzy soft sets, intuitionistic fuzzy soft sets, Pythagorean fuzzy soft sets and picture fuzzy soft sets, and some examples are given to illustrate the…

Population and administrative size of the City

Mizan Aman city has got the reform status in 1995 E.C. Under recent structuring the city is separated in to two sub cities and five kebeles. The name of the sub-cities are said to be Mizan and Aman….

In this section, we first introduce the three public datasets. The details of the experiments with evaluation metrics, while later we validate the segmentation performance of MSCA-UNet on ISIC2017²¹, MICCAI 2023 Tooth³⁷, and CVC-ClinicDB²² by…

Datasets collection

The dataset used in this study is the Kaggle-Sports Category dataset, a globally renowned data science and ML competition platform. It can provide a stage for data scientists, researchers, and ML engineers to demonstrate and…

Analyzing wave conduction theory

The pressure value at the nozzle is the key factor in determining the jetting of ink droplets.

As shown in Fig. 7, at T=t, the voltage of -Up causes the piezoelectric ceramic to contract, which leads to the…

YOLOv8 network

The YOLOv8 algorithm, developed by the YOLOv5 research team, is a State-Of-The-Art (SOTA) method in the field of object detection. YOLOv8 algorithm still follows the tradition of YOLO series in its structure, i.e., firstly, feature…

We also compared our proposed model with two state-of-the-art baseline methods (LightGCN and DualGNN), with results as follows

(a) Key Analysis: Our Model versus LightGCN, our model outperforms LightGCN by 0.316 in accuracy and by 0.406 in F1…

Patient population

Treatment-naïve stage I-III TNBC patients were enrolled in the prospective clinical trial, “ARTEMIS: A Robust TNBC Evaluation FraMework to Improve Survival” (ClinicalTrials.gov Identifier: NCT02276443, registered on October…

This section introduces the detailed construction of our DUPH-BAAC scheme, mainly including system initialization, policy hiding, ciphertext decryption, dynamic attribute updates, and ciphertext verification.

System initialization

Part 1:…