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Intelligent Computing Theories and Application

16th International Conference, ICIC 2020, Bari, Italy, October 2–5, 2020, Proceedings, Part I

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. De-Shuang Huang

    1. Institute of Machine Learning and Systems Biology, Tongji University, Shanghai, China

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  2. Vitoantonio Bevilacqua

    1. Electrical and Electronics Department, Polytechnic University of Bari, Bari, Italy

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    You can also search for this editor in PubMed   Google Scholar

  3. Abir Hussain

    1. School of Computer Science and Mathematics, Liverpool John Moores University, Liverpool, UK

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12463)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: ICIC 2020.

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Table of contents (54 papers)

  1. Front Matter

    Pages i-xxxiv
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  2. Evolutionary Computing and Learning

    1. Front Matter

      Pages 1-1
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    2. Entry Deterrence Game Under Ambiguity

      • Lan Sun
      Pages 3-16

    3. Identification of Cell Types from Single-Cell Transcriptomes Using a Novel Clustering Framework

      • Xinguo Lu, Yan Gao, Jinxin Li, Keren He, Guanyuan Chen, Qiang Qu
      Pages 17-27

    4. Two-Stage Learning Brain Storm Optimizer

      • Yan Xu, Jingwei Wang, Lianbo Ma, Junfeng Zhao, Xiaolong Shen
      Pages 28-40

    5. A Modified Bacterial Foraging Optimizer with Adaptive Chemotactic Step in Dynamic Search Region

      • Yibo Yong, Lianbo Ma, Junfeng Zhao, Xiaolong Shen
      Pages 41-52

    6. Novel Mutation Operators of a Variable-Length Representation for EC-Based Feature Selection in High-Dimensional Data

      • Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella
      Pages 53-63

  3. Swarm Intelligence and Optimization

    1. Front Matter

      Pages 65-65
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    2. Phasor Symbiotic Organisms Search Algorithm for Global Optimization

      • Fahui Miao, Li Yao, Xiaojie Zhao, Yawen Zheng
      Pages 67-78

  4. Compressed Sensing and Sparse Coding

    1. Front Matter

      Pages 79-79
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    2. Essential Proteins Identification Based on Integrated Network

      • Chang-Gang Wen, Jin-Xing Liu, Lei Qin, Juan Wang, Yun Fang
      Pages 81-91

  5. Neural Networks

    1. Front Matter

      Pages 93-93
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    2. Time Sequence Features Extraction Algorithm of Lying Speech Based on Sparse CNN and LSTM

      • Yan Zhou, Li Shang
      Pages 95-104

    3. An Improved Conditional Generative Adversarial Network for Microarray Data

      • Sheng Fang, Fei Han, Wan-Yun Liang, Jing Jiang
      Pages 105-114

    4. A Cognitive Model of Morphological Neural Network

      • Naiqin Feng, Lijuan Qin, Bin Sun
      Pages 115-127

    5. SharedNet: A Novel Efficient Convolutional Architecture Based on Group Sharing Convolution

      • Jian-Xun Mi, Jie Feng
      Pages 128-139

    6. Paying Deep Attention to Both Neighbors and Multiple Tasks

      • Gaoyuan Liang, Haoran Mo, Ying Qiao, Chuxin Wang, Jing-Yan Wang
      Pages 140-149

    7. Image Classification Based on Deep Belief Network and YELM

      • ChengYong Zhang, Zhengwei Li, Ru Nie, Lei Wang, Huan Zhao
      Pages 150-159

    8. Double Channel Neural Non Invasive Blood Pressure Prediction

      • Annunziata Paviglianiti, Vincenzo Randazzo, Giansalvo Cirrincione, Eros Pasero
      Pages 160-171

    9. Unsupervised Multi-omic Data Fusion: The Neural Graph Learning Network

      • Pietro Barbiero, Marta Lovino, Mattia Siviero, Gabriele Ciravegna, Vincenzo Randazzo, Elisa Ficarra et al.
      Pages 172-182
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Other volumes

  1. Intelligent Computing Theories and Application

  2. Intelligent Computing Theories and Application

  3. Intelligent Computing Methodologies

Keywords

About this book

This two-volume set of LNCS 12463 and LNCS 12464 constitutes - in conjunction with the volume LNAI 12465 - the refereed proceedings of the 16th International Conference on Intelligent Computing, ICIC 2020, held in Bari, Italy, in October 2020. The 162 full papers of the three proceedings volumes were carefully reviewed and selected from 457 submissions.

The ICIC theme unifies the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. The theme for this conference is “Advanced Intelligent Computing Methodologies and Applications.” Papers related to this theme are especially solicited, addressing theories, methodologies, and applications in science and technology.

Editors and Affiliations

  • Institute of Machine Learning and Systems Biology, Tongji University, Shanghai, China

    De-Shuang Huang

  • Electrical and Electronics Department, Polytechnic University of Bari, Bari, Italy

    Vitoantonio Bevilacqua

  • School of Computer Science and Mathematics, Liverpool John Moores University, Liverpool, UK

    Abir Hussain

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