Toward fine-grained traffic classification
WebJul 1, 2011 · Towards fine-grained traffic classification for web applications. This work presents the application of genetic algorithm (GA) for the design of data communication … WebThe Video Cognitive Empathy (VCE) dataset contains annotations for distributions of fine-grained emotional responses, allowing models to gain a detailed understanding of affective states. The Video to Valence (V2V) dataset contains annotations of relative pleasantness between videos, which enables predicting a continuous spectrum of wellbeing.
Toward fine-grained traffic classification
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WebToward Fine-Grained Traffic Classification PARK LAYOUT 6/20/11 4:19 PM Page 104. IEEE Communications Magazine • July 2011 105 BACKGROUND In this section, we describe … WebToward fine-grained traffic classification @article{Park2011TowardFT, title={Toward fine-grained traffic classification}, author={Byungchul Park and James Won-Ki Hong and …
WebApr 14, 2024 · Fine-grained ship-radiated noise recognition methods of different specific ships are in demand for maritime traffic safety and general security. Due to the high background noise and complex transmission channels in the marine environment, the accurate identification of ship radiation noise becomes quite complicated. Existing ship … WebJan 1, 2024 · Recently, fine-grained network traffic identification has been proved to be an effective solution for managing network resources. There is a massive increase in the use of fine-grained network traffic identification in the communications industry. In this article, we propose a comprehensive overview of fine-grained network traffic identification.
WebWe demonstrate the use of probabilistic label consistent sparse coding and dictionary learning with a K-SVD algorithm to generate ‘fine grained’ annotations for a class of videos – lawn tennis. The algorithm simultaneously learns a classifier and a dictionary to generate the frame level annotations for the tennis videos using available textual descriptions. WebExperiments with the developed hardware in two different scenarios—low traffic (i.e., 400 objects) and heavy traffic roads (i.e., 1000 objects)—demonstrate its ability to detect cars and trucks. The system can be used to provide estimates of vehicle numbers for streets not covered by official traffic monitoring techniques in future smart cities.
WebHappy to share that our new paper titled "Fine-Grained Traffic Prediction of Communication-and-Collaboration Apps via Deep-Learning: a First Look at Explainability", has been accepted for ...
WebJun 30, 2011 · Toward fine-grained traffic classification. Abstract: A decade of research on traffic classification has provided various methodologies to investigate the traffic composition in data communication networks. Many variants or combinations of such … paint tool sai ink brushWebSentiment classification is an important process in understanding people's perception towards a product, service, or topic. Many natural language processing models have been proposed to solve the ... sugar in american foodWebJun 7, 2024 · FOSS: Towards Fine-Grained Unknown Class Detection against the Open-Set Attack Spectrum with Variable Legitimate Traffic. Introduction. FOSS is the anomaly-based network intrusion detection system which aims to achieve: (i) fine-grained unknown attack detection and (ii) ever-changing legitimate traffic adaptation. paint tool sai license freeWebPark B, Hong J, Won Y. Toward fine-grained traffic classification. IEEE Communications Magazine 2011; Volume 49: pp.104-111. Google Scholar; McGregor A, Hall M, Lorier P, Brunskill J. Flow clustering using machine learning techniques. paint tool sai mac download freeWebApr 7, 2024 · The first was a custom deep convolutional neural network (CDCNN) model, and the second was a fine-tuned model based on Visual Geometry Group 16 (VGG16) . Experiments achieved over 99% accuracy on the StateFarm dataset. Chen et al. designed a fine-grained driver distraction detection method based on neural architecture search. sugar in chick fil a sandwichWebAug 31, 2012 · Traffic classification is still today a challenging problem given the ever evolving nature of the Internet in which new protocols and applications arise at a constant … sugar in chineseWebNov 28, 2014 · Furthermore, a web application may provide multiple functions, and the traffic from them has diverse characteristics. In this work, we use statistical features from … sugar in chinese food