Jan 3, 2025 · Activity diagrams are an essential part of the Unified Modeling Language (UML) that help visualize workflows, processes, or activities within a system. They depict how different …

Jan 20, 2025 · Classification modeling refers to the process of using machine learning algorithms to categorize data into predefined classes or labels. These models are designed to handle …

class diagrams demonstrate the classes in a system, attributes and operations of each class, and the relationship between classes, and act as a focal role in defining software structure. …

May 8, 2021 · In this study, we collected UML diagrams from open datasets and manually labeled them into four types of UML diagrams (i.e., class diagrams, activity diagrams, sequence …

In this work, we collected UML diagrams from open datasets and manually labeled them into 10 types of UML diagrams (i.e. class diagrams, activity diagrams, use case diagrams, sequence …

May 8, 2021 · We developed a new approach for automatically classifying class diagrams using the approach of Convolutional Neural Network under the domain of Deep Learning. We have …

Jun 1, 2024 · The paper presented our experiments of UML diagrams classification based on images and utilizing a feature-based dataset, exploring its efficacy during training, and …

2: Activity diagram of a learning process. A Flow Classification System (FCS) is a process and mechanism that assigns a class to a network connection (flow). In QoS-aware networks,...

May 13, 2021 · Categorical cross-entropy is the standard loss function for multi-class classification and the adam optimizer is a typical optimisation function. The model worked reasonably well …

Decision trees are a popular type of machine learning diagram used for classification and regression tasks. They consist of nodes representing decisions and branches indicating …