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

    Published 2016-05-01
    “…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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    Morpho-functional features of Hirudo verbana after girudotherapeutic procedure by V. K. Sirtsov, A. K. Frolov, E. G. Aliyeva

    Published 2013-08-01
    “…The endosymbiotic bacterium Aeromonas hydrophila is present in gastrointestinal tract of the leech. It plays a major role in the digestion of proteins, fats and carbohydrates. …”
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    ENTEROVIRUS INFECTION IN CHILDREN: CLINICAL AND EPIDEMIOLOGICAL FEATURES AT THE CURRENT STAGE by G. P. Martynova, I. A. Kutishcheva, E. B. Boytsova, O. A. Gura, A. A. Andreeva

    Published 2016-09-01
    “…The article presents the current clinical and epidemiological features of enterovirus infection in children of Krasnoyarsk Territory. …”
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    Multi-Scale Feature Fusion Enhancement for Underwater Object Detection by Zhanhao Xiao, Zhenpeng Li, Huihui Li, Mengting Li, Xiaoyong Liu, Yinying Kong

    Published 2024-11-01
    “…Underwater object detection (UOD) presents substantial challenges due to the complex visual conditions and the physical properties of light in underwater environments. …”
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    Design features of the rotary endodontic instruments system ProFile

    Published 2020-04-01
    “…The aim of the present work is a quantitative study and analysis of the Pro-File instruments design features. …”
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    Farsi License Plate Detection and Recognition Based on Characters Features by Sedigheh Ghofrani, Mehran Rasouli

    Published 2024-02-01
    “…For this purpose, we present 25 features and use them as the input to an artificial neural network classifier. …”
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  13. 973

    Features of BE-perfect grammaticalization in the person-based auxiliation system of Barese by Danguolė Kotryna Kapkan

    Published 2024-12-01
    “… This paper seeks to identify patterns of the BE auxiliary usage in the Barese perfect which features a person-based auxiliary usage pattern but does not strictly adhere to it. …”
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  14. 974

    Fusing Visual Quantified Features for Heterogeneous Traffic Flow Prediction by Qinyang WANG, Jing CHEN, Ying SONG, Xiaodong LI, Wenqiang XU

    Published 2024-12-01
    “…This paper presents a novel traffic flow prediction method emphasising heterogeneous vehicle characteristics and visual density features. …”
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    GPR-Based Landmine Detection and Identification Using Multiple Features by Kwang Hee Ko, Gyubin Jang, Kyungmi Park, Kangwook Kim

    Published 2012-01-01
    “…This paper presents a method to identify landmines in various burial conditions. …”
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    The maximum residual block Kaczmarz algorithm based on feature selection by Ran-Ran Li, Hao Liu

    Published 2025-03-01
    “…Then, we put forward the feature selection algorithm based on Lasso, and further presented a maximum residual block Kaczmarz algorithm based on feature selection. …”
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    English Financiers of the Middle of the XIV Century: Features and Results of Activity by O. V. Yablonskaya

    Published 2021-03-01
    “…The features of the development of trade, credit, customs service are indicated. …”
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