Internet traffic classification using SVM with flexible feature space by Yaguan QIAN, Xiaohui GUAN, Bensheng YUN, Qiong LOU, Pengfei MA

“…SVM is a typical machine learning algorithm with prefect generalization capacity,which is suitable for the internet traffic classification.At present,there are two approaches,One-Against-All and One-Against-One,proposed for extending SVM to multi-class problem like traffic classification.However,these approaches are both based on a unique feature space.In fact,the separating capacity of a special traffic feature is not similar to different applications.Hence,flexible feature space for extending SVM was proposed,which constructs independent feature space with optimal discriminability for each binary-SVM and trains them under their own feature space.Finally,these trained binary-SVM were ensemble by One-Against-All and One-Against-One approaches.The experiments show that the proposed approach can efficiently improve the precision and callback of the traffic classifier and easily obtain more reasonable optimal separating hyper-plane.…”
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Business Activity on the Internet: Main Sources and Prospects of Legal Regulation by L. V. Shvarts

Subjects: “…internet…”
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The Influence of User Protection Behaviors on the Control of Internet Worm Propagation by Yihong Li, Jinxiao Pan, Lipeng Song, Zhen Jin

“…Computer users’ reactions to the outbreak of Internet worm directly determine the defense capability of the computer and play an important role in the spread of worm. …”
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Smart Internet of things aided by“terminal-edge-cloud” cooperation by Dapeng WU, Puning ZHANG, Ruyan WANG

Subjects: “…smart Internet of things…”
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Using Internet of Things for Child Care: A Systematic Review by Saeed Saeedbakhsh, Maryam Mohammadi, Sarina Younesi, Mohammad Sattari

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Cost-effective reliable transmission service for Internet of Flying Things by Najmul Hassan, Noor M Khan

“…High-speed quality Internet provision for aircraft passengers is thought to be one of the major unresolved challenges for ubiquitous Internet provision. …”
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Interoperable Internet of Medical Things platform for e-Health applications by Jesús Noel Sárez Rubí, Paulo Roberto de Lira Gondim

“…Moreover, the heterogeneity in the large volume of health data generated by Internet of Medical Things platforms must be attenuated for the proper application of big data processing techniques. …”
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Üniversiteye Geçiş Sürecindeki Öğrencilerde İnternet Bağımlılığı: Bir İnceleme by Serpil Sevimli Deniz

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What role can the Internet play in the development of democracy in Africa? by George Nyabuga

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Architecture and practice of BGP internet routing visibility and security detection by Chaoyang YE, Chen SHEN, Mingqing HUANG, Shicong ZHANG, Yisha LIU

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The Application of “Internet+” in the Ageing Adaptation of Elderly People with Disabilities at Home by Huang Juan, Li Li, Mai Jiasong, Zhang Lifang, Huang Baoying

“…This paper proposes to improve and optimize the “Internet+” by fully enhancing the technical empowerment of the Internet, improving the integration and spanning of space, and giving full play to the role of social work on the Internet. …”
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Forest Resource Information on the Internet: Connecting to Today’s Online Resources by Chris Demers

“… In 1997, the UF/IFAS School of Forest Resources and Conservation (SFRC) published Forest Resource Information on the Internet, which provided detailed information about the Internet: its history, structure, and how to use it. …”
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Outage performance analysis of wireless powered railway Internet of things by Jiaxing MA, Ke XIONG, Yu ZHANG, Zhangdui ZHONG, Qiang NI

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Intelligent Garden Planning and Design Based on Agricultural Internet of Things by Aijun Jia

“…As the application of the Internet of Things technology continues to deepen in various fields, it also continues to develop in the agricultural field and the agricultural landscape. …”
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Cooperative secure transmission against collusive eavesdroppers in Internet of Things by Xin Fan, Yan Huo

“…As Internet of Things (IoT) has boomed in recent years, many security issues have also been exposed. …”
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Topology control based on dynamic graph embedding in Internet of vehicles by Yanfei SUN, Jiazheng YIN, Jin QI, Xiaoxuan HU, Mengting CHEN, Zhenjiang DONG

Subjects: “…Internet of vehicles…”
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Service Discovery and Selection Based on Dynamic QoS in the Internet of Things by Naiheng Zhang

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Architecture for Resource Allocation in the Internet of Vehicles for Cooperating Driving System by Nafeesa kalsoom, Iftikhar Ahmad, Roobaea Alroobaea, Muhammad Ahsan Raza, Samina Khalid, Zaheed Ahmed, Ihsan Ali

“…Internet of Vehicles (IoV) is a complex system that consists of resource types such as vehicles, humans, and sensors. …”
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Internet chat based intervention as a mode for therapy and counselling by Jini K Gopinath, Marsha Rodrigues, Puneet Manuja

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DRAV: Detection and repair of data availability violations in Internet of Things by Jinlin Wang, Haining Yu, Xing Wang, Hongli Zhang, Binxing Fang, Yuchen Yang, Xiaozhou Zhu

“…The application of the Internet of Things has produced large amounts of data in different scenarios, which are accompanied with problems, such as consistency and integrity violations. …”
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