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

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