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  • © 2022

Bio-Inspired Computing: Theories and Applications

16th International Conference, BIC-TA 2021, Taiyuan, China, December 17–19, 2021, Revised Selected Papers, Part II

Conference proceedings info: BIC-TA 2021.

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Table of contents (32 papers)

  1. Front Matter

    Pages i-xx
  2. Machine Learning and Computer Vision

    1. Front Matter

      Pages 1-1
    2. Point Clouds Registration Algorithm Based on Spatial Structure Similarity of Visual Keypoints

      • Yingshuo Gao, Jie Ma, Bingli Wu, Tianxiang Zhang, Yu Yang
      Pages 3-11
    3. Imbalance Classification Based on Deep Learning and Fuzzy Support Vector Machine

      • Kefan Wang, Jing An, Xianghua Ma, Chao Ma, Hanqiu Bao
      Pages 32-44
    4. Community Detection Based on Surrogate Network

      • Chao Lyu, Yuhui Shi, Lijun Sun
      Pages 45-53
    5. Fault-Tolerant Scheme of Cloud Task Allocation Based on Deep Reinforcement Learning

      • Hengliang Tang, Zifang Tang, Tingting Dong, Qiuru Hai, Fei Xue
      Pages 54-66
    6. Multi-workflow Scheduling Based on Implicit Information Transmission in Cloud Computing Environment

      • Liangqian Ji, Tingting Dong, Yang Lan, Xingjuan Cai
      Pages 86-103
    7. Pose Estimation Based on Snake Model and Inverse Perspective Transform for Elliptical Ring Monocular Vision

      • Cong Qian, Guohua Wang, Jiajian Zhang, Renjie Wang, Pengshuai Li
      Pages 104-117
    8. Enhancing Aspect-Based Sentiment Classification with Local Semantic Information

      • Hengliang Tang, Qizheng Yin, Liangliang Chang, Huilin Qin, Fei Xue
      Pages 118-131
    9. A Method for Formation Control of Autonomous Underwater Vehicle Formation Navigation Based on Consistency

      • Rui Wu, Xuan Guo, Hao Zhou, Dongming Zhao, Yunsheng Mao
      Pages 142-157
    10. stigLD: Stigmergic Coordination of Linked Data Agents

      • René Schubotz, Torsten Spieldenner, Melvin Chelli
      Pages 174-190
    11. An Approach for Optimal Coverage of Heterogeneous AUV Swarm Based on Consistency Theory

      • Yongzhou Lu, Guangyu Luo, Xuan Guo, Yuepeng Chen
      Pages 191-205
    12. Edge Computing Energy-Efficient Resource Scheduling Based on Deep Reinforcement Learning and Imitation Learning

      • Hengliang Tang, Rongxin Jiao, Tingting Dong, Huilin Qin, Fei Xue
      Pages 222-231
    13. Metric Learning with Distillation for Overcoming Catastrophic Forgetting

      • Piaoyao Yu, Juanjuan He, Qilang Min, Qi Zhu
      Pages 232-243
    14. Feature Enhanced and Context Inference Network for Pancreas Segmentation

      • Zheng-hao Lou, Jian-cong Fan, Yan-de Ren, Lei-yu Tang
      Pages 244-257

Other Volumes

  1. Bio-Inspired Computing: Theories and Applications

About this book

​This two-volume set (CCIS 1565 and CCIS 1566) constitutes selected and revised papers from the 16th International Conference on Bio-Inspired Computing: Theories and Applications, BIC-TA 2021, held in Taiyuan, China, in December 2021. 

The 67 papers presented were thoroughly reviewed and selected from 211 submissions. The papers are organized in the following topical sections: ​evolutionary computation and swarm intelligence; DNA and molecular computing; ​machine learning and computer vision.

Keywords

  • artificial intelligence
  • communication systems
  • computer hardware
  • computer networks
  • computer systems
  • computer vision
  • databases
  • deep learning
  • image analysis
  • image processing
  • image segmentation
  • machine learning
  • mobile robots
  • network protocols
  • neural networks
  • pattern recognition
  • sensors
  • signal processing
  • telecommunication systems

Editors and Affiliations

  • Huazhong University of Science and Technology, Wuhan, China

    Linqiang Pan, Lianghao Li

  • Taiyuan University of Science and Technology, Taiyuan, China

    Zhihua Cui, Jianghui Cai

Bibliographic Information

Buy it now

Buying options

eBook USD 79.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 99.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access