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Cognitive Systems and Information Processing

7th International Conference, ICCSIP 2022, Fuzhou, China, December 17-18, 2022, Revised Selected Papers

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Fuchun Sun

    1. Tsinghua University, Beijing, China

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  2. Angelo Cangelosi

    1. University of Manchester, Manchester, UK

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  3. Jianwei Zhang

    1. Universität Hamburg, Hamburg, Germany

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  4. Yuanlong Yu

    1. Fuzhou University, Fuzhou, China

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  5. Huaping Liu

    1. Tsinghua University, Beijing, China

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  6. Bin Fang

    1. Tsinghua University, Beijing, China

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1787)

Included in the following conference series:

Conference proceedings info: ICCSIP 2022.

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Table of contents (48 papers)

  1. Front Matter

    Pages i-xv
    Download chapter PDF

  2. Award

    1. Front Matter

      Pages 1-1
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    2. Multi-modal Ankle Muscle Strength Training Based on Torque and Angle Sensors

      • Mingjie Dong, Zeyu Wang, Ran Jiao, Jianfeng Li
      Pages 3-15

    3. T3SFNet: A Tuned Topological Temporal-Spatial Fusion Network for Motor Imagery with Rehabilitation Exoskeleton

      • Kecheng Shi, Fengjun Mu, Chaobin Zou, Yizhe Qin, Zhinan Peng, Rui Huang et al.
      Pages 16-29

    4. Joint Trajectory Generation of Obstacle Avoidance in Tight Space for Robot Manipulator

      • Chunfang Liu, Jinbiao Zhang, Pan Yu, Xiaoli Li
      Pages 30-44

    5. Manipulating Adaptive Analysis and Performance Test of a Negative-Pressure Actuated Adhesive Gripper

      • Jiejiang Su, Huimin Liu, Jing Cui, Zhongyi Chu
      Pages 45-58

    6. Depth Control of a Biomimetic Manta Robot via Reinforcement Learning

      • Daili Zhang, Guang Pan, Yonghui Cao, Qiaogao Huang, Yong Cao
      Pages 59-69

    7. Inchworm-Gecko Inspired Robot with Adhesion State Detection and CPG Control

      • Zijian Zhang, Zhongyi Chu, Bolun Zhang, Jing Cui
      Pages 70-84

    8. Coherence Matrix Based Early Infantile Epileptic Encephalopathy Analysis with ResNet

      • Yaohui Chen, Xiaonan Cui, Runze Zheng, Yuanmeng Feng, Tiejia Jiang, Feng Gao et al.
      Pages 85-101

    9. Constrained Canonical Correlation Analysis for fMRI Analysis Utilizing Experimental Paradigm Information

      • Ming Li, Yan Zhang, Pengfei Tang, Dewen Hu
      Pages 102-111

  3. Algorithm

    1. Front Matter

      Pages 113-113
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    2. BFAct: Out-of-Distribution Detection with Butterworth Filter Rectified Activations

      • Haojia Kong, Haoan Li
      Pages 115-129

    3. NKB-S: Network Intrusion Detection Based on SMOTE Sample Generation

      • Yuhan Suo, Rui Wang, Senchun Chai, Runqi Chai, Mengwei Su
      Pages 130-147

    4. Mastering “Gongzhu” with Self-play Deep Reinforcement Learning

      • Licheng Wu, Qifei Wu, Hongming Zhong, Xiali Li
      Pages 148-158

    5. Improved Vanishing Gradient Problem for Deep Multi-layer Neural Networks

      • Di Wang, Xia Liu, Jingqiu Zhang
      Pages 159-173

    6. Incremental Quaternion Random Neural Networks

      • Xiaonan Cui, Tianlei Wang, Hao Chen, Baiying Lei, Pierre-Paul Vidal, Jiuwen Cao
      Pages 174-191

  4. Application

    1. Front Matter

      Pages 193-193
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    2. Question Answering on Agricultural Knowledge Graph Based on Multi-label Text Classification

      • Pengxuan Zhu, Yuan Yuan, Lei Chen, Huarui Wu
      Pages 195-208

    3. Dairy Cow Individual Identification System Based on Deep Learning

      • Zhijun Li, Huai Zhang, Yufang Chen, Ying Wang, Jiacheng Zhang, Lingfeng Hu et al.
      Pages 209-221

    4. Automatic Packaging System Based on Machine Vision

      • Chunfang Liu, Jiali Fang, Pan Yu
      Pages 222-233
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Other volumes

  1. Cognitive Systems and Information Processing

Keywords

About this book

This book constitutes the refereed proceedings of the 7th International Conference on Cognitive Systems and Information Processing, ICCSIP 2022, held in Fuzhou, China, during November 18–20, 2022.
The 47 papers included in this book were carefully reviewed and selected from 121 submissions. They were organized in the following topical sections as follows: Award; Algorithm; Application; Manipulation & Control; Hardware and Vision.



Editors and Affiliations

  • Tsinghua University, Beijing, China

    Fuchun Sun, Huaping Liu, Bin Fang

  • University of Manchester, Manchester, UK

    Angelo Cangelosi

  • Universität Hamburg, Hamburg, Germany

    Jianwei Zhang

  • Fuzhou University, Fuzhou, China

    Yuanlong Yu

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