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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

Overview

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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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

Keywords

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.

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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