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Intelligence Science IV

5th IFIP TC 12 International Conference, ICIS 2022, Xi'an, China, October 28–31, 2022, Proceedings

  • Conference proceedings
  • © 2022

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Editors:
  1. Zhongzhi Shi

    1. Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

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  2. Yaochu Jin

    1. Department of Computer Science, University of Surrey, Guildford, UK

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  3. Xiangrong Zhang

    1. College of Artificial Intelligence, Xidian University, Xi’an, China

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Part of the book series: IFIP Advances in Information and Communication Technology (IFIPAICT, volume 659)

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Conference proceedings info: ICIS 2022.

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About this book

This book constitutes the refereed proceedings of the 5th International Conference on Intelligence Science, ICIS 2022, held in Xi'an, China, in August 2022. 

The 41 full and 5 short papers presented in this book were carefully reviewed and selected from 85 submissions. They were organized in topical sections as follows: Brain cognition; machine learning; data intelligence; language cognition; remote sensing images; perceptual intelligence; wireless sensor; and medical artificial intelligence.

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Table of contents (50 papers)

  1. Front Matter

    Pages i-xxv
    Download chapter PDF

  2. Brain Cognition

    1. Front Matter

      Pages 1-1
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    2. Mouse-Brain Topology Improved Evolutionary Neural Network for Efficient Reinforcement Learning

      • Xuan Han, Kebin Jia, Tielin Zhang
      Pages 3-10

    3. DNM-SNN: Spiking Neural Network Based on Dual Network Model

      • Zhen Cao, Hongwei Zhang, Qian Wang, Chuanfeng Ma
      Pages 11-19

    4. A Memetic Algorithm Based on Adaptive Simulated Annealing for Community Detection

      • Jie Yang, Yifei Sun, Shi Cheng, Kun Bian, Zhuo Liu, Xin Sun et al.
      Pages 20-28

    5. The Model of an Explanation of Self and Self-awareness Based on Need Evolution

      • Bowen Sun, Xiaofeng Wang
      Pages 29-36

    6. Spiking Neuron Network Based on VTEAM Memristor and MOSFET-LIF Neuron

      • Jiahui Fu, Shuiping Gou, Zhang Guo
      Pages 37-44

  3. Machine Learning

    1. Front Matter

      Pages 45-45
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    2. A Deception Jamming Discrimination Method Based on Semi-supervised Learning with Generative Adversarial Networks

      • Hongliang Luo, Jieyi Liu, Jingyao Liu, Yue Wu, Yaru Yin
      Pages 47-55

    3. Fast Node Selection of Networked Radar Based on Transfer Reinforcement Learning

      • Yanjun Cao, Yuan Wang, Jingjing Guo, Li Han, Chao Zhang, Jin Zhu et al.
      Pages 56-67

    4. Weakly Supervised Liver Tumor Segmentation Based on Anchor Box and Adversarial Complementary Learning

      • Mengyao Fan, Haofeng Liu, Zhenyu Zhu, Changzhe Jiao, Shuiping Gou
      Pages 68-75

    5. Weakly Supervised Whole Cardiac Segmentation via Attentional CNN

      • Erlei Zhang, Minghui Sima, Jun Wang, Jinye Peng, Jinglei Li
      Pages 76-83

    6. Noisy Label Learning in Deep Learning

      • Xuefeng Liang, Longshan Yao, XingYu Liu
      Pages 84-97

    7. Accelerating Deep Convolutional Neural Network Inference Based on OpenCL

      • Yong Wu, Huming Zhu, Lingyun Zhang, Biao Hou, Licheng Jiao
      Pages 98-108

    8. A Simple Approach to the Multiple Source Identification of Information Diffusion

      • Xiaojie Li, Xin Yu, Chubing Guo, Yuxin Wang, Jianshe Wu
      Pages 109-117

  4. Data Intelligence

    1. Front Matter

      Pages 119-119
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    2. A Directed Search Many Objective Optimization Algorithm Embodied with Kernel Clustering Strategy

      • Michael Aggrey Okoth, Ronghua Shang, Weitong Zhang, Licheng Jiao
      Pages 121-129

    3. A Two-Branch Neural Network Based on Superpixel Segmentation and Auxiliary Samples

      • Zhidong Dong, Caihong Mu, Haikun Yu, Yi Liu
      Pages 130-137

    4. Augmentation Based Synthetic Sampling and Ensemble Techniques for Imbalanced Data Classification

      • Wakjira Mulugeta Asefaw, Ronghua Shang, Michael Aggrey Okoth, Licheng Jiao
      Pages 138-146

  5. Language Cognition

    1. Front Matter

      Pages 147-147
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Other volumes

  1. Intelligence Science IV

Editors and Affiliations

  • Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

    Zhongzhi Shi

  • Department of Computer Science, University of Surrey, Guildford, UK

    Yaochu Jin

  • College of Artificial Intelligence, Xidian University, Xi’an, China

    Xiangrong Zhang

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