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Table of Contents
Intelligence Science I
Zhongzhi Shi, Ben Goertzel, Jiali Feng
Front Matter

Theory of Intelligence Science


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

Cognitive Computing


A Case-Based Approach for Modelling the Risk of Driver Fatigue
Qiaoting Zhong, Guangnan Zhang
45-56
Gazes Induce Similar Sequential Effects as Arrows in a Target Discrimination Task
Qian Qian, Xiaoting Wang, Miao Song, Feng Wang
57-65
Discrete Cuckoo Search with Local Search for Max-cut Problem
Yingying Xu, Zhihua Cui, Lifang Wang
66-74
A New Cuckoo Search
Zhigang Lian, Lihua Lu, Yangquan Chen
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
84-92
The Research of Attribute Granular Computing Model in Cognitive and Decision-Making
Ruqi Zhou, Yuepeng Zhou
93-103
Power Control in D2D Network Based on Game Theory
Kai Zhang, Xuan Geng
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
113-123
The Effect of Expression Geometry and Facial Identity on the Expression Aftereffect
Miao Song, Qian Qian, Shinomori Keizo
124-129

Big Data Analysis and Machine Learning


A Dynamic Mining Algorithm for Multi-granularity User’s Learning Preference Based on Ant Colony Optimization
Shengjun Liu, Shengbing Chen, Hu Meng
133-142
Driver Fatigue Detection Using Multitask Cascaded Convolutional Networks
Xiaoshuang Liu, Zhijun Fang, Xiang Liu, Xiangxiang Zhang, Jianrong Gu, Qi Xu
143-152
A Fast Granular Method for Classifying Incomplete Inconsistent Data
Zuqiang Meng, Hongli Li
153-163
Sentiment Analysis of Movie Reviews Based on CNN-BLSTM
Qianzi Shen, Zijian Wang, Yaoru Sun
164-171
Playlist Recommendation Based on Reinforcement Learning
Binbin Hu, Chuan Shi, Jian Liu
172-182
Transfer Learning for Music Genre Classification
Guangxiao Song, Zhijie Wang, Fang Han, Shenyi Ding
183-190
A Functional Model of AIS Data Fusion
Yongming Wang, Lin Wu
191-199
Entropy-Based Support Matrix Machine
Changming Zhu
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
212-221
Enlightening the Relationship Between Distribution and Regression Fitting
Hang Yu, Qian Yin, Ping Guo
222-227
Application and Implementation of Batch File Transfer in Redis Storage
Hu Meng, Yongsheng Pan, Lang Sun
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
234-240
Weighting Features Before Applying Machine Learning Methods to Pulsar Search
Dayang Wang, Qian Yin, Hongfeng Wang
241-247

Machine Perception


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

Intelligent Information Processing


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

Intelligent Applications


Traffic Parameters Prediction Using a Three-Channel Convolutional Neural Network
Di Zang, Dehai Wang, Jiujun Cheng, Keshuang Tang, Xin Li
363-371
Research of the Evaluation Index System of Green Port Based on Analysis Approach of Attribute Coordinate
Jiali Feng, Xueyan Duan, Xiaolin Xu
372-378
Two Stages Empty Containers Repositioning of Asia-Europe Shipping Routes Under Revenue Maximization
Hengzhen Zhang, Lihua Lu, Xiaofeng Wang
379-389
Speed Optimization of UAV Vehicle Tracking Algorithm
Yanming Xu, Wei Pei, Yongying Zhu, Mingyu Lu, Lei Wu
390-399
Application of Ant Colony Optimization in Cloud Computing Load Balancing
Zheng-Tao Wu
400-408
Beam Bridge Health Monitoring Algorithm Based on Gray Correlation Analysis
Jianguo Huang, Lang Sun, Hu Meng
409-416
Designing an Optimal Water Quality Monitoring Network
Xiaohui Zhu, Yong Yue, Yixin Zhang, Prudence Wong, Jianhong Tan
417-425
Ship Identification Based on Ship Blade Noise
Haitao Qi, Zhijing Xu
426-434
A Composite Weight Based Access Network Selection Algorithm in Marine Internet
Liang Zhou, Shengming Jiang
435-444
Online Shopping Recommendation with Bayesian Probabilistic Matrix Factorization
Jinming Wu, Zhong Liu, Guangquan Cheng, Qi Wang, Jincai Huang
445-451
   

 

 


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