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Advances in Brain Inspired Cognitive Systems

10th International Conference, BICS 2019, Guangzhou, China, July 13–14, 2019, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Jinchang Ren

    1. University of Strathclyde, Glasgow, UK

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  2. Amir Hussain

    1. Edinburgh Napier University, Edinburgh, UK

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  3. Huimin Zhao

    1. Guangdong Polytechnic Normal University, Guangzhou, China

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  4. Kaizhu Huang

    1. Xi’an Jiaotong-Liverpool University, Suzhou, China

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  5. Jiangbin Zheng

    1. Northwestern Polytechnical University, Xi'an, China

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  6. Jun Cai

    1. Guangdong Polytechnic Normal University, Guangzhou, China

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  7. Rongjun Chen

    1. Guangdong Polytechnic Normal University, Guangzhou, China

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  8. Yinyin Xiao

    1. Guangdong Polytechnic Normal University, Guangzhou, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11691)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: BICS 2019.

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Table of contents (56 papers)

  1. Front Matter

    Pages i-xvi
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  2. Neural Computation

    1. Front Matter

      Pages 1-1
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    2. Improving Image Caption Performance with Linguistic Context

      • Yupeng Cao, Qiu-Feng Wang, Kaizhu Huang, Rui Zhang
      Pages 3-11

    3. Self-focus Deep Embedding Model for Coarse-Grained Zero-Shot Classification

      • Guanyu Yang, Kaizhu Huang, Rui Zhang, John Y. Goulermas, Amir Hussain
      Pages 12-22

    4. A Multi-view Images Classification Based on Shallow Convolutional Neural Network

      • Fangyuan Lei, Xun Liu, Qingyun Dai, Huimin Zhao, Lin Wang, Rongfu Zhou
      Pages 23-33

    5. Low-Rank Laplacian Similarity Learning

      • Si-Bao Chen, Rui-Rui Wang, Bin Luo, Jian Zhang
      Pages 34-44

    6. Long Short-Term Attention

      • Guoqiang Zhong, Xin Lin, Kang Chen, Qingyang Li, Kaizhu Huang
      Pages 45-54

    7. EEG-Based Emotion Estimate Using Shallow Fully Convolutional Neural Network with Boost Training Strategy

      • Yuehan Yao, Chunmei Qing, Xiangmin Xu, Yang Wang
      Pages 55-64

    8. Emotion Recognition Using Eye Gaze Based on Shallow CNN with Identity Mapping

      • Shan Jin, Chunmei Qing, Xiangmin Xu, Yang Wang
      Pages 65-75

    9. Height Prediction for Growth Hormone Deficiency Treatment Planning Using Deep Learning

      • Muhammad Ilyas, Jawad Ahmad, Alistair Lawson, Jan Sher Khan, Ahsen Tahir, Ahsan Adeel et al.
      Pages 76-85

    10. Salient Object Detection Based on Deep Multi-level Cascade Network

      • Dengdi Sun, Hang Wu, Zhuanlian Ding, Sheng Li, Bin Luo
      Pages 86-95

    11. Real-Time Visual Tracking Base on SiamRPN with Generalized Intersection over Union

      • Zhihui Huang, Jin Zhan, Huimin Zhao, Kaihan Lin, Penggen Zheng, Jujian Lv
      Pages 96-105

    12. Face Detection and Segmentation with Generalized Intersection over Union Based on Mask R-CNN

      • Kaihan Lin, Huimin Zhao, Jujian Lv, Jin Zhan, Xiaoyong Liu, Rongjun Chen et al.
      Pages 106-116

    13. Semi-supervised Batch Mode Active Learning for Multi-class Classification

      • Jujian Lv, Huimin Zhao, Rongjun Chen, Jin Zhan, Jianhong Li, Kaihan Lin et al.
      Pages 117-127

    14. Dimensionality Reduction with Extreme Learning Machine Based on Manifold Preserving

      • Canyao Li, Jujian Lv, Huimin Zhao, Rongjun Chen, Jin Zhan, Kaihan Lin
      Pages 128-138

    15. Quantifying the Effect of Cognitive Bias on Security Decision-Making for Authentication Methods

      • Tahani Albalawi, Kambiz Ghazinour, Austin Melton
      Pages 139-154

    16. Pixel-Wise Segmentation of SAR Imagery Using Encoder-Decoder Network and Fully-Connected CRF

      • Fei Gao, Yishan He, Jun Wang, Fei Ma, Erfu Yang, Amir Hussain
      Pages 155-165

  3. Biologically Inspired Systems

    1. Front Matter

      Pages 167-167
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    2. Gabor Based Lipreading with a New Audiovisual Mandarin Corpus

      • Yan Xu, Yuexuan Li, Andrew Abel
      Pages 169-179

    3. Graph Embedded Multiple Kernel Extreme Learning Machine for Music Emotion Classification

      • Xixian Zhang, Zhijing Yang, Jinchang Ren, Meilin Wang, Wing-Kuen Ling
      Pages 180-191
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  1. Advances in Brain Inspired Cognitive Systems

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About this book

This book constitutes the refereed proceedings of the 10th International Conference on Advances in Brain Inspired Cognitive Systems, BICS 2019, held in Guangzhou, China, in July 2019.

The 57 papers presented in this volume were carefully reviewed and selected from 129 submissions. The papers are organized in topical sections named: neural computation; biologically inspired systems; image recognition: detection, tracking and classification; and data analysis and natural language processing.

Editors and Affiliations

  • University of Strathclyde, Glasgow, UK

    Jinchang Ren

  • Edinburgh Napier University, Edinburgh, UK

    Amir Hussain

  • Guangdong Polytechnic Normal University, Guangzhou, China

    Huimin Zhao, Jun Cai, Rongjun Chen, Yinyin Xiao

  • Xi’an Jiaotong-Liverpool University, Suzhou, China

    Kaizhu Huang

  • Northwestern Polytechnical University, Xi'an, China

    Jiangbin Zheng

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