WitrynaCity of Edmonton. Jul 2014 - Present8 years 10 months. Environment. A joint initiative between the City of Edmonton and a volunteer community group to design and build a 1.15 acre self-sustaining food forest in MacKinnon Ravine. As a team leader, I coordinate volunteers to survey the site, dig swales, transplant trees and shrubs, and ensure ... WitrynaThe accurate classification of traffic data is challenging for network management and security, especially in imbalanced situations. The limitation of the existing …
Cortex-inspired ensemble based network intrusion detection system
Witryna15 kwi 2024 · This article provides a detailed definition of the Wangiri fraud patterns and outlines the implementation and evaluation of ML algorithms in the context of detecting Wangiri Fraud. The rapid growth of the telecommunication landscape leads to a rapid rise of frauds in such networks. In this article, Wangiri fraud in which users are deceived … Witryna14 kwi 2024 · In this research, we address the problem of accurately predicting lane-change maneuvers on highways. Lane-change maneuvers are a critical aspect of highway safety and traffic flow, and the accurate prediction of these maneuvers can have significant implications for both. However, current methods for lane-change … iphone xs alarm volume
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Witryna9 kwi 2024 · When tested over OpenVPN and ISCX-tor datasets, the proposed method achieved 97.20% and 93.31%, respectively, outperforming other state-of-the-art approaches. On the other hand, Liu et al. , proposed a multiclass imbalanced and concept drift network traffic classification framework based on online active learning … WitrynaEngineering AI and Machine Learning 2. (36 pts.) The “focal loss” is a variant of the binary cross entropy loss that addresses the issue of class imbalance by down-weighting the contribution of easy examples enabling learning of harder examples Recall that the binary cross entropy loss has the following form: = - log (p) -log (1-p) if y ... WitrynaAbstract Road crashes are a major problem for traffic safety management, which usually causes flash crowd traffic with a profound influence on traffic management and … iphone xs backcover reparatur