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Machine Learning and Intelligent Communications

Third International Conference, MLICOM 2018, Hangzhou, China, July 6-8, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Limin Meng

    1. Zhejiang University of Technology, Hangzhou Shi, China

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    You can also search for this editor in PubMed   Google Scholar

  2. Yan Zhang

    1. Department of Networks, Simula Research Laboratory, Oslo, Norway

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Included in the following conference series:

Conference proceedings info: MLICOM 2018.

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Table of contents (67 papers)

  1. Front Matter

    Pages I-XVII
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  2. Machine Learning

    1. Front Matter

      Pages 1-1
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    2. Gun Identification Using Tensorflow

      • Mitchell Singleton, Benjamin Taylor, Jacob Taylor, Qingzhong Liu
      Pages 3-12

    3. A Research of Network Applications Classification Based on Deep Learning

      • Hong Shao, Liujun Tang, Ligang Dong, Long Chen, Xian Jiang, Weiming Wang
      Pages 13-21

    4. Real-Time Drone Detection Using Deep Learning Approach

      • Manjia Wu, Weige Xie, Xiufang Shi, Panyu Shao, Zhiguo Shi
      Pages 22-32

    5. Deep Reinforcement Learning-Based Task Offloading and Resource Allocation for Mobile Edge Computing

      • Liang Huang, Xu Feng, Liping Qian, Yuan Wu
      Pages 33-42

    6. RFID Data-Driven Vehicle Speed Prediction Using Adaptive Kalman Filter

      • Anqi Feng, Liping Qian, Yupin Huang
      Pages 43-51

    7. Speed Prediction of High Speed Mobile Vehicle Based on Extended Kalman Filter in RFID System

      • Yupin Huang, Liping Qian, Anqi Feng
      Pages 52-59

    8. Mobility Prediction Based on POI-Clustered Data

      • Haoyuan Chen, Yali Fan, Jing Jiang, Xiang Chen
      Pages 60-72

    9. A Research on the Identification of Internet User Based on Deep Learning

      • Hong Shao, Liujun Tang, Ligang Dong, Long Chen, Xian Jiang, Weiming Wang
      Pages 73-80

  3. Intelligent Positioning and Navigation

    1. Front Matter

      Pages 81-81
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    2. An Improved Constrained Least Squares Localization Algorithm in NLOS Propagating Environment

      • Yejia Yin, Jingyu Hua, Fangni Chen, Weidang Lu, Dongming Wang, Jiamin Li
      Pages 83-91

  4. Intelligent Multimedia Processing and Security

    1. Front Matter

      Pages 93-93
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    2. Fast Inter Prediction Mode Decision Algorithm Based on Data Mining

      • Tengrui Shi, Xiaobo Guo, Daihui Mo, Jian Wang
      Pages 95-102

  5. Wireless Mobile Network and Security

    1. Front Matter

      Pages 103-103
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    2. Smartphone Application Identification by Convolutional Neural Network

      • Shuang Zhao, Shuhui Chen
      Pages 105-114

    3. Joint D2D Cooperative Relaying and Friendly Jamming Selection for Physical Layer Security

      • Yijie Luo, Yang Yang, Yanlei Duan, Zhengju Yang
      Pages 115-126

    4. Variable Tap-Length Blind Equalization for Underwater Acoustic Communication

      • Zhiyong Liu, Yinyin Wang, Fan Bai
      Pages 127-135

    5. Random Sequence Generation Algorithm for Multi-chaotic Systems

      • Xiaodi Chen, Hong Wu
      Pages 136-143

    6. VulAware: Towards Massive-Scale Vulnerability Detection in Cyberspace

      • Zhiqiang Wang, Pingchuan Ma, Ruming Wang, Shichun Gao, Xuying Zhao, Tao Yang
      Pages 144-149
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  1. Machine Learning and Intelligent Communications

Keywords

About this book

This volume constitutes the refereed post-conference proceedings of the Third International Conference on Machine Learning and Intelligent Communications, MLICOM 2018, held in Hangzhou, China, in July 2018.
The 66 revised full papers were carefully selected from 102 submissions. The papers are organized thematically in machine learning, intelligent positioning and navigation, intelligent multimedia processing and security, wireless mobile network and security, cognitive radio and intelligent networking, IoT, intelligent satellite communications and networking, green communication and intelligent networking, ad-hoc and sensor networks, resource allocation in wireless and cloud networks, signal processing in wireless and optical communications, and intelligent cooperative communications and networking.

Editors and Affiliations

  • Zhejiang University of Technology, Hangzhou Shi, China

    Limin Meng

  • Department of Networks, Simula Research Laboratory, Oslo, Norway

    Yan Zhang

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