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

Description

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. Front Matter ....Pages I-XXVIII Front Matter ....Pages 1-1 Ecological Methodology and Mechanism Approach (Yixin Zhong)....Pages 3-9 Collaborative Model in Brain-Computer Integration (Zhongzhi Shi, Gang Ma, Jianqing Li)....Pages 10-21 Entanglement of Inner Product, Topos Induced by Opposition and Transformation of Contradiction, and Tensor Flow (Jiali Feng)....Pages 22-36 Go Mapping Theory and Factor Space Theory Part I: An Outline (He Ouyang)....Pages 37-41 Front Matter ....Pages 43-43 A Case-Based Approach for Modelling the Risk of Driver Fatigue (Qiaoting Zhong, Guangnan Zhang)....Pages 45-56 Gazes Induce Similar Sequential Effects as Arrows in a Target Discrimination Task (Qian Qian, Xiaoting Wang, Miao Song, Feng Wang)....Pages 57-65 Discrete Cuckoo Search with Local Search for Max-cut Problem (Yingying Xu, Zhihua Cui, Lifang Wang)....Pages 66-74 A New Cuckoo Search (Zhigang Lian, Lihua Lu, Yangquan Chen)....Pages 75-83 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 The Research of Attribute Granular Computing Model in Cognitive and Decision-Making (Ruqi Zhou, Yuepeng Zhou)....Pages 93-103 Power Control in D2D Network Based on Game Theory (Kai Zhang, Xuan Geng)....Pages 104-112 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 The Effect of Expression Geometry and Facial Identity on the Expression Aftereffect (Miao Song, Qian Qian, Shinomori Keizo)....Pages 124-129 Front Matter ....Pages 131-131 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 Driver Fatigue Detection Using Multitask Cascaded Convolutional Networks (Xiaoshuang Liu, Zhijun Fang, Xiang Liu, Xiangxiang Zhang, Jianrong Gu, Qi Xu)....Pages 143-152 A Fast Granular Method for Classifying Incomplete Inconsistent Data (Zuqiang Meng, Hongli Li)....Pages 153-163 Sentiment Analysis of Movie Reviews Based on CNN-BLSTM (Qianzi Shen, Zijian Wang, Yaoru Sun)....Pages 164-171 Playlist Recommendation Based on Reinforcement Learning (Binbin Hu, Chuan Shi, Jian Liu)....Pages 172-182 Transfer Learning for Music Genre Classification (Guangxiao Song, Zhijie Wang, Fang Han, Shenyi Ding)....Pages 183-190 A Functional Model of AIS Data Fusion (Yongming Wang, Lin Wu)....Pages 191-199 Entropy-Based Support Matrix Machine (Changming Zhu)....Pages 200-211 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 Enlightening the Relationship Between Distribution and Regression Fitting (Hang Yu, Qian Yin, Ping Guo)....Pages 222-227 Application and Implementation of Batch File Transfer in Redis Storage (Hu Meng, Yongsheng Pan, Lang Sun)....Pages 228-233 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 Weighting Features Before Applying Machine Learning Methods to Pulsar Search (Dayang Wang, Qian Yin, Hongfeng Wang)....Pages 241-247 Front Matter ....Pages 249-249 Patch Image Based LSMR Method for Moving Point Target Detection (Weina Zhou, Xinwei Lin, Zhijing Xu, Xiangyang Xue)....Pages 251-259 An Improved Image Transformation Network for Neural Style Transfer (Hong-Xu Qiu, Xiao-Xia Huang)....Pages 260-267 An Improved Algorithm for Redundant Readers Elimination in Dense RFID Networks (Xin Zhang, Zhiying Yang)....Pages 268-278 A Coding Efficiency Improvement Algorithm for Future Video Coding (Xiantao Jiang, Xiaofeng Wang, Yadong Yang, Tian Song, Wen Shi, Takafumi Katayama)....Pages 279-287 A Two-Step Pedestrian Detection Algorithm Based on RGB-D Data (Qiming Li, Liqing Hu, Yaping Gao, Yimin Chen, Lizhuang Ma)....Pages 288-294 Inferring and Analysis Drivers Violation Behavior Through Trajectory (Zouqing Cai, Wei Pei, Yongying Zhu, Mingyu Lu, Lei Wu)....Pages 295-304 Improved CNN Based on Super-Pixel Segmentation (Yadong Yang, Xiaofeng Wang)....Pages 305-310 Speaker Verification Channel Compensation Based on DAE-RBM-PLDA (Shuangyan Shan, Zhijing Xu)....Pages 311-318 Front Matter ....Pages 319-319 Channels’ Matching Algorithm for Mixture Models (Chenguang Lu)....Pages 321-332 Understanding: How to Resolve Ambiguity (Shunpeng Zou, Xiaohui Zou)....Pages 333-343 Exploration on Causal Law of Understanding and Fusion Linking of Natural Language (Peihong Huang)....Pages 344-350 Depression Tendency Recognition Model Based on College Student’s Microblog Text (Jie Qiu, Junbo Gao)....Pages 351-359 Front Matter ....Pages 361-361 Traffic Parameters Prediction Using a Three-Channel Convolutional Neural Network (Di Zang, Dehai Wang, Jiujun Cheng, Keshuang Tang, Xin Li)....Pages 363-371 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 Two Stages Empty Containers Repositioning of Asia-Europe Shipping Routes Under Revenue Maximization (Hengzhen Zhang, Lihua Lu, Xiaofeng Wang)....Pages 379-389 Speed Optimization of UAV Vehicle Tracking Algorithm (Yanming Xu, Wei Pei, Yongying Zhu, Mingyu Lu, Lei Wu)....Pages 390-399 Application of Ant Colony Optimization in Cloud Computing Load Balancing (Zheng-tao Wu)....Pages 400-408 Beam Bridge Health Monitoring Algorithm Based on Gray Correlation Analysis (Jianguo Huang, Lang Sun, Hu Meng)....Pages 409-416 Designing an Optimal Water Quality Monitoring Network (Xiaohui Zhu, Yong Yue, Yixin Zhang, Prudence W. H. Wong, Jianhong Tan)....Pages 417-425 Ship Identification Based on Ship Blade Noise (Haitao Qi, Zhijing Xu)....Pages 426-434 A Composite Weight Based Access Network Selection Algorithm in Marine Internet (Liang Zhou, Shengming Jiang)....Pages 435-444 Online Shopping Recommendation with Bayesian Probabilistic Matrix Factorization (Jinming Wu, Zhong Liu, Guangquan Cheng, Qi Wang, Jincai Huang)....Pages 445-451 Back Matter ....Pages 453-454