Traffic Flow Outlier detection and location, along the road traffic flow detection point equidistant installation of traffic flow detecting device, thereby constituting the traffic detection zone, wherein: a) each detecting means of the vehicle by counting; b) adjacent interactive communication between ...
The detection algorithm is based on analyzing the collected traffic flow parameters. In addition a real-time accident forecast model was developed based on short-term variation of traffic flow characteristics.doi:10.4236/jtts.2014.43023Jamal Raiyn...
Unsupervised anomaly detection based on a multi-layer perceptron; 一种基于多层感知机的无监督异常检测方法 更多例句>> 补充资料:矿浆流量检测 矿浆流量检测 measurement of pulp flow rate 料导磁率变化对测量干扰的变送器。 超声波矿浆流量计根据声波的多普勒效应设计的一种矿浆流量计。该流量计由超声波发生器、...
2. 流量监控 (Traffic Monitoring) 流量监控是指对网络流量进行实时监测,通常使用网络流量监控工具(如NetFlow、sFlow)。这些工具可以提供流量统计、趋势分析和报警功能,帮助管理员及时发现问题。 3. 流量分析 (Traffic Analysis) 流量分析是对捕获的数据包和监控数据进行深入分析的过程。通过使用数据挖掘和机器学习技术,...
Network traffic anomaly detection is an important component in network security and management domains which can help to improve availability and reliability of networks. This paper proposes a flow-based anomaly detection method with the help of entropy. Using IPFIX, flow records containing multiple tra...
Multiple consecutive frames are acquired for motion detection. Features such as edges and license plate corner locations are extracted for tracking purposes. Direction of the traffic flow is obtained from the trained classifier. K-nearest neighbor is chosen as the classifier model. The proposed method...
Yang Yue,,Hu Hanping,Xiong Wei,et al.A novel net-work traffic anomaly detection model based on supersta-tistics theory. Journal of Networks . 2011Yang Yue, Hu Hanping,Xiong Wei, et al. A novel net- work traffic anomaly detection model based on supersta- tistics theory[J]. Journal of...
the normal subspace, (ii) the effectiveness of PCA is sensitive to the level of aggregation of the traffic measurements, (iii) a large anomaly may in advertently pollute the normal subspace, (iv) correctly identifying which flow triggered the anomaly detector is an inherently challenging problem....
Twitter Google Share on Facebook traffic anomaly Medical A deviation from the normal traffic pattern. An intrusion detection system (IDS) may look for unusual traffic activities, such as a flood of UDP packets or a new service appearing on the network. Traffic anomalies can be used to identify...
This paper plans to implement a novel detection model of maliciously encrypted internet protocol network flow using the deep structured concept. The major processing levels are (i) data collection, (ii) feature extraction, (iii) optimal feature selection, and (iv) detection. In the beginning, th...