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Intelligence Science I

Second IFIP TC 12 International Conference, ICIS 2017, Shanghai, China, October 25-28, 2017, Proceedings

  • Zhongzhi Shi
  • Ben Goertzel
  • Jiali Feng
Conference proceedings ICIS 2017

Part of the IFIP Advances in Information and Communication Technology book series (IFIPAICT, volume 510)

Table of contents

  1. Front Matter
    Pages I-XXVIII
    PDF

  2. Theory of Intelligence Science

    1. Front Matter
      Pages 1-1
      PDF
    2. Ecological Methodology and Mechanism Approach
      Yixin Zhong
      Pages 3-9
    3. Collaborative Model in Brain-Computer Integration
      Zhongzhi Shi, Gang Ma, Jianqing Li
      Pages 10-21
    4. Entanglement of Inner Product, Topos Induced by Opposition and Transformation of Contradiction, and Tensor Flow
      Jiali Feng
      Pages 22-36
    5. Go Mapping Theory and Factor Space Theory Part I: An Outline
      He Ouyang
      Pages 37-41

  3. Cognitive Computing

    1. Front Matter
      Pages 43-43
      PDF
    2. A Case-Based Approach for Modelling the Risk of Driver Fatigue
      Qiaoting Zhong, Guangnan Zhang
      Pages 45-56
    3. Gazes Induce Similar Sequential Effects as Arrows in a Target Discrimination Task
      Qian Qian, Xiaoting Wang, Miao Song, Feng Wang
      Pages 57-65
    4. Discrete Cuckoo Search with Local Search for Max-cut Problem
      Yingying Xu, Zhihua Cui, Lifang Wang
      Pages 66-74
    5. A New Cuckoo Search
      Zhigang Lian, Lihua Lu, Yangquan Chen
      Pages 75-83
    6. Resting State fMRI Data Classification Method Based on K-means Algorithm Optimized by Rough Set
      Xianzhe Li, Weiming Zeng, Yuhu Shi, Shaojun Huang
      Pages 84-92
    7. The Research of Attribute Granular Computing Model in Cognitive and Decision-Making
      Ruqi Zhou, Yuepeng Zhou
      Pages 93-103
    8. Power Control in D2D Network Based on Game Theory
      Kai Zhang, Xuan Geng
      Pages 104-112
    9. HCI Based on Gesture Recognition in an Augmented Reality System for Diagnosis Planning and Training
      Qiming Li, Chen Huang, Zeyu Li, Yimin Chen, Lizhuang Ma
      Pages 113-123
    10. The Effect of Expression Geometry and Facial Identity on the Expression Aftereffect
      Miao Song, Qian Qian, Shinomori Keizo
      Pages 124-129

  4. Big Data Analysis and Machine Learning

    1. Front Matter
      Pages 131-131
      PDF
    2. A Dynamic Mining Algorithm for Multi-granularity User’s Learning Preference Based on Ant Colony Optimization
      Shengjun Liu, Shengbing Chen, Hu Meng
      Pages 133-142
    3. Driver Fatigue Detection Using Multitask Cascaded Convolutional Networks
      Xiaoshuang Liu, Zhijun Fang, Xiang Liu, Xiangxiang Zhang, Jianrong Gu, Qi Xu
      Pages 143-152
    4. A Fast Granular Method for Classifying Incomplete Inconsistent Data
      Zuqiang Meng, Hongli Li
      Pages 153-163
    5. Sentiment Analysis of Movie Reviews Based on CNN-BLSTM
      Qianzi Shen, Zijian Wang, Yaoru Sun
      Pages 164-171
    6. Playlist Recommendation Based on Reinforcement Learning
      Binbin Hu, Chuan Shi, Jian Liu
      Pages 172-182
    7. Transfer Learning for Music Genre Classification
      Guangxiao Song, Zhijie Wang, Fang Han, Shenyi Ding
      Pages 183-190
    8. A Functional Model of AIS Data Fusion
      Yongming Wang, Lin Wu
      Pages 191-199
    9. Entropy-Based Support Matrix Machine
      Changming Zhu
      Pages 200-211
    10. Using Convolutional Neural Network with Asymmetrical Kernels to Predict Speed of Elevated Highway
      Di Zang, Jiawei Ling, Jiujun Cheng, Keshuang Tang, Xin Li
      Pages 212-221
    11. Enlightening the Relationship Between Distribution and Regression Fitting
      Hang Yu, Qian Yin, Ping Guo
      Pages 222-227
    12. Application and Implementation of Batch File Transfer in Redis Storage
      Hu Meng, Yongsheng Pan, Lang Sun
      Pages 228-233
    13. The Optimization Algorithm of Circle Stock Problem with Standard Usage Leftover
      Chen Yan, Qiqi Xie, Qiulin Chen, Li Zhang, Yaodong Cui, Zuqiang Meng
      Pages 234-240
    14. Weighting Features Before Applying Machine Learning Methods to Pulsar Search
      Dayang Wang, Qian Yin, Hongfeng Wang
      Pages 241-247

  5. Machine Perception

    1. Front Matter
      Pages 249-249
      PDF
    2. Patch Image Based LSMR Method for Moving Point Target Detection
      Weina Zhou, Xinwei Lin, Zhijing Xu, Xiangyang Xue
      Pages 251-259
    3. An Improved Image Transformation Network for Neural Style Transfer
      Hong-Xu Qiu, Xiao-Xia Huang
      Pages 260-267
    4. An Improved Algorithm for Redundant Readers Elimination in Dense RFID Networks
      Xin Zhang, Zhiying Yang
      Pages 268-278
    5. A Coding Efficiency Improvement Algorithm for Future Video Coding
      Xiantao Jiang, Xiaofeng Wang, Yadong Yang, Tian Song, Wen Shi, Takafumi Katayama
      Pages 279-287
    6. A Two-Step Pedestrian Detection Algorithm Based on RGB-D Data
      Qiming Li, Liqing Hu, Yaping Gao, Yimin Chen, Lizhuang Ma
      Pages 288-294
    7. Inferring and Analysis Drivers Violation Behavior Through Trajectory
      Zouqing Cai, Wei Pei, Yongying Zhu, Mingyu Lu, Lei Wu
      Pages 295-304
    8. Improved CNN Based on Super-Pixel Segmentation
      Yadong Yang, Xiaofeng Wang
      Pages 305-310
    9. Speaker Verification Channel Compensation Based on DAE-RBM-PLDA
      Shuangyan Shan, Zhijing Xu
      Pages 311-318

  6. Intelligent Information Processing

    1. Front Matter
      Pages 319-319
      PDF
    2. Channels’ Matching Algorithm for Mixture Models
      Chenguang Lu
      Pages 321-332
    3. Understanding: How to Resolve Ambiguity
      Shunpeng Zou, Xiaohui Zou
      Pages 333-343
    4. Exploration on Causal Law of Understanding and Fusion Linking of Natural Language
      Peihong Huang
      Pages 344-350
    5. Depression Tendency Recognition Model Based on College Student’s Microblog Text
      Jie Qiu, Junbo Gao
      Pages 351-359

  7. Intelligent Applications

    1. Front Matter
      Pages 361-361
      PDF
    2. Traffic Parameters Prediction Using a Three-Channel Convolutional Neural Network
      Di Zang, Dehai Wang, Jiujun Cheng, Keshuang Tang, Xin Li
      Pages 363-371
    3. Research of the Evaluation Index System of Green Port Based on Analysis Approach of Attribute Coordinate
      Xueyan Duan, Xiaolin Xu, Jiali Feng
      Pages 372-378
    4. Two Stages Empty Containers Repositioning of Asia-Europe Shipping Routes Under Revenue Maximization
      Hengzhen Zhang, Lihua Lu, Xiaofeng Wang
      Pages 379-389
    5. Speed Optimization of UAV Vehicle Tracking Algorithm
      Yanming Xu, Wei Pei, Yongying Zhu, Mingyu Lu, Lei Wu
      Pages 390-399
    6. Application of Ant Colony Optimization in Cloud Computing Load Balancing
      Zheng-tao Wu
      Pages 400-408

About these proceedings

Introduction

This book constitutes the refereed proceedings of the Second International Conference on Intelligence Science, ICIS 2017, held in Shanghai, China, in October 2017.

The 38 full papers and 9 short papers presented were carefully reviewed and selected from 82 submissions. They deal with key issues in intelligence science and have been organized in the following topical sections: theory of intelligence science; cognitive computing; big data analysis and machine learning; machine perception; intelligent information processing; and intelligent applications.

Keywords

artificial Intelligence classification deep learning evolutionary algorithms genetic algorithms image processing image segmentation information retrieval linguistics machine learning Natural Language Processing (NLP) neural networks recommender systems simulation telecommunication networks

Editors and affiliations

  • Zhongzhi Shi
    • 1
  • Ben Goertzel
    • 2
  • Jiali Feng
    • 3
  1. 1.Chinese Academy of SciencesBeijingChina
  2. 2.Machine Intelligence Research InstituteRockvilleUSA
  3. 3.Shanghai Maritime UniversityShanghaiChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-68121-4
  • Copyright Information IFIP International Federation for Information Processing 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science Computer Science (R0)
  • Print ISBN 978-3-319-68120-7
  • Online ISBN 978-3-319-68121-4
  • Series Print ISSN 1868-4238
  • Series Online ISSN 1868-422X
  • Buy this book on publisher's site