Intelligence Science I: Second Ifip Tc 12 International Conference, Icis 2017, Shanghai, China, October 25-28, 2017, Proceedings (ifip Advances In Information And Communication Technology)

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