Fault Classification System for Computer Networks Using Fuzzy Probabilistic Neural Network Classifier (FPNNC)Clusteringclassificationnetwork faultsfault diagnosisFCMPNNFPNNCOver the last decade, the world has witnessed the rapid development of networking applications of different kinds, and network domains have...
Not only suitable for the kind of computer network, is also suitable for different types of computer networks, such as hybrid networking PC, MAC machine. This network security is easy to guarantee, computer privileges, priority is easy to control, monitoring is easy to implement, and network ...
This paper presents the classification of HSDPA network traffic applications using Classification and Regression Tree (CART) and Support Vector Machine (SVM) with the session information as a basic measure. The session is bidirectional traffic stream between two hosts that is used as a basic measure...
Section 4.4 shows the time and GPU usage of SAM. At last, we present the Conclusion Traffic classification aims to associate network traffic to a specific class in light of the requirements. It plays an essential role in computer networking. Typically, special attention has been paid to the ...
Moreover, we study three different sampling techniques and demonstrate that sampling packets from an arbitrary portion of a flow is sufficient for classification. 展开 关键词: Computer Science - Networking and Internet Architecture DOI: 10.48550/arXiv.1812.09761 年份: 2018 ...
Due to the data limitation imposed by common decentralized architectures, centralized algorithms that support social networking functions need to be re-designed. In this work, we tackle the problem of community detection for a given user under the constraint of limited local topology information. This...
www.nature.com/scientificreports OPEN Classification of unlabeled online media Sakthi Kumar Arul Prakash1 & Conrad Tucker1,2,3,4,5* This work investigates the ability to classify misinformation in online social media networks in a manner that avoids the need for ground truth ...
Use the fromString(String name) factory method. Creates a new instance of VMGuestPatchClassificationWindows value.Method Details fromString public static VMGuestPatchClassificationWindows fromString(String name) Creates or finds a VMGuestPatchClassificationWindows from its string...
A method of language units classification oriented to automated transcribing Classification of language units (sounds, phonemes, lexemes) is an urgent task of computer linguistics. Its effective solution will allow, for example, to ... O Kovtun,V Kovtun 被引量: 0发表: 2023年 加载更多0...
In subject area: Computer Science Statistical classification refers to the process of developing rules to assign new data to specific classes based on known class labels in training data. It involves methods like support vector machines and Distance-Weighted Discrimination to separate classes in feature...