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