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Advances in Swarm Intelligence

10th International Conference, ICSI 2019, Chiang Mai, Thailand, July 26–30, 2019, Proceedings, Part II

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Ying Tan

    1. Peking University, Beijing, China

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  2. Yuhui Shi

    1. Southern University of Science and Technology, Shenzhen, China

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    You can also search for this editor in PubMed   Google Scholar

  3. Ben Niu

    1. Shenzhen University, Shenzhen, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11656)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: ICSI 2019.

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Table of contents (40 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. Multi-agent System

    1. Front Matter

      Pages 1-1
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    2. Multi-robot Cooperation Strategy in a Partially Observable Markov Game Using Enhanced Deep Deterministic Policy Gradient

      • Qirong Tang, Jingtao Zhang, Fangchao Yu, Pengjie Xu, Zhongqun Zhang
      Pages 3-10

    3. Research on the Construction of Underwater Platform Combat Deduction System Based on Service-Oriented and Multi-agent Technology

      • Yuxiang Sun, Xianzhong Zhou, Dongpo Li
      Pages 11-22

    4. Context-Aware Layered Learning for Argumentation Based Multiagent Collaborative Recognition

      • Zhi-yong Hao, Tingting Liu, Chen Yang, Xiaohong Chen
      Pages 23-32

    5. TH-GRN Model Based Collective Tracking in Confined Environment

      • Yutong Yuan, Zhun Fan, Xiaomin Zhu, Meng Wu, Li Ma, Taosheng Fang et al.
      Pages 33-43

  3. Multi-objective Optimization

    1. Front Matter

      Pages 45-45
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    2. Multi-objective Optimization of a Steering Linkage Using Alternative Objective Functions

      • Suwin Sleesongsom, Sujin Bureerat
      Pages 47-58

    3. Using Two Reproduction Operators for Balancing Convergence and Diversity in MOEA/D

      • Liang Chen, Hongwei Li, Jingjing Wen, Lei Fu, Ming Lu, Jingbo Bai et al.
      Pages 59-68

    4. A Surrogate-Assisted Improved Many-Objective Evolutionary Algorithm

      • Bin Cao, Yi Su, Shanshan Fan
      Pages 69-78

    5. Research of Multi-objective Personalized Recommendation Algorithm Based on Multi-thread Concurrency

      • Xiaoyan Shi, Wei Fang, Guizhu Zhang, Shi Cheng, Quan Wang
      Pages 79-91

    6. Multi-criteria Recommender Systems Based on Multi-objective Hydrologic Cycle Optimization

      • Shuang Geng, Churong Zhang, Xuesen Yang, Ben Niu
      Pages 92-102

  4. Neural Networks

    1. Front Matter

      Pages 103-103
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    2. Convolutional Neural Network Inception-v3: A Machine Learning Approach for Leveling Short-Range Rainfall Forecast Model from Satellite Image

      • Kitinan Boonyuen, Phisan Kaewprapha, Uruya Weesakul, Patchanok Srivihok
      Pages 105-115

    3. Application of Convolutional Neural Network in Object Recognition of Remote Sensing Image

      • Yufang Feng, Jianchao Fei, Liang Chen, Jingbo Bai, Lin Cao, Hong Yin
      Pages 116-121

    4. Paragraph Coherence Detection Model Based on Recurrent Neural Networks

      • Yihe Pang, Jie Liu, Jianshe Zhou, Kai Zhang
      Pages 122-131

    5. Use of Artificial Neural Networks in Determining Domestic Violence Predictors

      • Jesús Silva, Erick Guerra Aleman, Génesis Camargo Acuña, Osman Redondo Bilbao, Hugo Hernandez-P, Bella León Castro et al.
      Pages 132-141

    6. Acute Lymphoblastic Leukemia Cell Detection in Microscopic Digital Images Based on Shape and Texture Features

      • Eva Tuba, Ivana Strumberger, Nebojsa Bacanin, Dejan Zivkovic, Milan Tuba
      Pages 142-151

    7. Novel Algorithm for Blind Classification of Space-Time Block Codes in Cognitive Radio

      • Wenjun Yan, Qing Ling, Limin Zhang
      Pages 152-163

    8. Spiking Neural Models and Their Application in DNA Microarrays Classification

      • Roberto A. Vazquez, Beatriz A. Garro
      Pages 164-172
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Other volumes

  1. Advances in Swarm Intelligence

  2. Advances in Swarm Intelligence

Keywords

About this book

The two-volume set of LNCS 11655 and 11656 constitutes the proceedings of the 10th International Conference on Advances in Swarm Intelligence, ICSI 2019, held in Chiang Mai, Thailand, in June 2019.

The total of 82 papers presented in these volumes was carefully reviewed and selected from 179 submissions. The papers were organized in topical sections as follows:

Part I: Novel methods and algorithms for optimization; particle swarm optimization; ant colony optimization; fireworks algorithms and brain storm optimization; swarm intelligence algorithms and improvements; genetic algorithm and differential evolution; swarm robotics.

Part II: Multi-agent system; multi-objective optimization; neural networks; machine learning; identification and recognition; social computing and knowledge graph; service quality and energy management.

Editors and Affiliations

  • Peking University, Beijing, China

    Ying Tan

  • Southern University of Science and Technology, Shenzhen, China

    Yuhui Shi

  • Shenzhen University, Shenzhen, China

    Ben Niu

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