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Host

  • Professor Shuiqing Xu

    Youth Editorial Board Member of Intelligence & Robotics
    College of Electrical Engineering and Automation, Hefei University of Technology, Hefei, Anhui, China.

Speaker(s)

  • Professor Yu Xue

    Youth Editorial Board Member of Intelligence & Robotics
    School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing, Jiangsu, China.

    Topic: Problems and Algorithms of Feature Selection
    Feature selection is an important data preprocessing technique in machine learning and deep learning. Feature selection can simplify the machine learning and deep learning models, improve accuracy and reduce computation time. This report mainly introduces problems and algorithms of feature selection, and focuses on the application of feature selection/feature map selection in shallow learning and deep learning.

  • Professor Jianjun Ni

    Associate Editor of Intelligence & Robotics
    College of IOT Engineering, Hohai University, Changzhou, Jiangsu, China.

    Topic: Scene Understanding for Autonomous Robotics
    Autonomous robots have developed rapidly recently and are used for somespecific scenarios such as urban search and rescue, home cleaning, etc. The expansion of robot application scope requires that the functions of robots are no longer limited to mechanized or programmed operation, narrow human-computer interaction, etc. It is expected that intelligent robots can realize autonomous working by perceiving the surrounding environment, and realize the interaction between robot, human, and environment. Thus, how to make robots understand the scenes like people has become a hot research topic. Scene understanding for autonomous robots is an active research field.

Programme

      Time (7:30, UTC:+8:00)
      Speakers
      Topics
      7:30-7:35
      Shuiqing Xu
      Welcome remarks
      7:35-8:05
      Yu Xue
      Problems and Algorithms of Feature Selection
      8:05-8:35
      Jianjun Ni
      Scene Understanding for Autonomous Robotics
      8:35-9:00
      All
      Q & A Session

Moments

Presentation

  • Journal Introduction and Welcome Remarks
  • Prof. Yu Xue: Problems and Algorithms of Feature Selection
  • Prof. Jianjun Ni: Scene Understanding for Autonomous Robotics
  • Q & A Session
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