Intelligent information processing IX : 10th IFIP TC 12 International Conference, IIP 2018, Nanning, China, October 19-22, 2018 : proceedings

This book constitutes the refereed proceedings of the 10th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2018, held in Nanning, China, in October 2018. The 37 full papers and 8 short papers presented were carefully reviewed and selected from 80 submissions. They are organized in topical sections on machine learning, deep learning, multi-agent systems, neural computing and swarm intelligence, natural language processing, recommendation systems, social computing, business intelligence and security, pattern recognition, and image understanding. Front Matter ....Pages I-XVIII Front Matter ....Pages 1-1 Public Opinion Clustering for Hot Event Based on BR-LDA Model (Ningning Ni, Caili Guo, Zhimin Zeng)....Pages 3-11 Improved Ensemble Extreme Learning Machine Regression Algorithm (Meiyi Li, Weibiao Cai, Xingwang Liu)....Pages 12-19 A K-AP Clustering Algorithm Based on Manifold Similarity Measure (Hongjie Jia, Liangjun Wang, Heping Song, Qirong Mao, Shifei Ding)....Pages 20-29 Multi-view Restricted Boltzmann Machines with Posterior Consistency (Ding Shifei, Zhang Nan, Zhang Jian)....Pages 30-39 Mass-Based Density Peaks Clustering Algorithm (Ding Ling, Xu Xiao)....Pages 40-48 Front Matter ....Pages 49-49 Forward Learning Convolutional Neural Network (Hong Hu, Xin Hong, Dan Yang Hou, Zhongzhi Shi)....Pages 51-61 A Deep Learning Approach Based on CSP for EEG Analysis (Wenchao Huang, Jinchuang Zhao, Wenli Fu)....Pages 62-70 Automatic Driving Decision Algorithm Based on Multi-dimensional Deep Space-Time Network (Jianguo Zhang, Jianghua Yuan, Hanzhong Pan, Qing Ma, Yong Yu)....Pages 71-79 Tourist Attraction Recommendation Based on Knowledge Graph (Phatpicha Yochum, Liang Chang, Tianlong Gu, Manli Zhu, Weitao Zhang)....Pages 80-85 Front Matter ....Pages 87-87 Elite Opposition-Based Selfish Herd Optimizer (Shengqi Jiang, Yongquan Zhou, Dengyun Wang, Sen Zhang)....Pages 89-98 The Effects of Fixed-Strategy Agents on Local Convention Emergence in Multi-agent Systems (Tim Borglund, Shuyue Hu, Ho-Fung Leung)....Pages 99-108 A Multi-agent Framework that Facilitates Decoupled Agent Functioning (Dave J. Russell, Elizabeth M. Ehlers)....Pages 109-119 Design and Implementation of Smart Home Cloud System Based on Kinect (Xuebin Tang, Jinchuang Zhao, Wenbei Li, Bin Feng)....Pages 120-126 Front Matter ....Pages 127-127 Attribute Grid Computer Based on Qualitative Mapping for Artificial Intelligence (Jiali Feng)....Pages 129-139 A Byproduct of a Differentiable Neural Network—Data Weighting from an Implicit Form to an Explicit Form (Tongfeng Sun)....Pages 140-149 A Simplex Method-Based Salp Swarm Algorithm for Numerical and Engineering Optimization (Dengyun Wang, Yongquan Zhou, Shengqi Jiang, Xin Liu)....Pages 150-159 Energy Conservation for Wireless Mesh Networks: A PSO Approach with Throughput-Energy Consumption Scheme Using Solar Energy (Zhe Wang, Taoshen Li, Jin Ye, Zhihui Ge)....Pages 160-169 Front Matter ....Pages 171-171 Short Text Feature Extraction via Node Semantic Coupling and Graph Structures (Huifang Ma, Xiaoqian Liu, Lan Ma, Yulin Hu)....Pages 173-182 PWA-PEM for Latent Tree Model and Hierarchical Topic Detection (Zhuchen Liu, Hao Chen, Jie Li, Yanhua Yu)....Pages 183-191 Improved Louvain Method for Directed Networks (Lei Li, Xiangchun He, Guanghui Yan)....Pages 192-203 A Detail Preserving Vector Median Filter Based on Texture Analysis (Ying Pan, Shihui Wang)....Pages 204-209 Front Matter ....Pages 211-211 A DeepWalk-Based Approach to Defend Profile Injection Attack in Recommendation System (Xu Gao, Wenjia Niu, Jingjing Liu, Tong Chen, Yingxiao Xiang, Xiaoxuan Bai et al.)....Pages 213-222 An Improved Recommender for Travel Itineraries (Yajie Gu, Jing Zhou, Shouxun Liu)....Pages 223-235 Constrained Probabilistic Matrix Factorization with Neural Network for Recommendation System (Guoyong Cai, Nannan Chen)....Pages 236-246 Cooperative Filtering Program Recommendation Algorithm Based on User Situations and Missing Values Estimation (Jian Dong, Ruichun Tang, Geqiang Lian)....Pages 247-258 Front Matter ....Pages 259-259 Towards a Modeling Framework of Social Contexts, Roles and Relations for Acquiring Role-Specific Rules (Ya Wang, Zhenzhen Gu, Yuefei Sui, Cungen Cao)....Pages 261-273 Microblog Hot Event Detection Based on Restart Random Walk and Modularity (XiaoHong Li, JiHeng Gong, Yuyin Ma, HuiFang Ma, Na Qin)....Pages 274-283 Immersive Virtual Reality Utilizing Hand Gesture Capture as a Replacement for Traditional Controls (James L. Gibson, Duncan Anthony Coulter)....Pages 284-293 Using System Dynamics for Predicting an Organization’s Procurement Performance (M. H. Abolbashari, A. Zakeri, E. Chang)....Pages 294-299 Front Matter ....Pages 301-301 A Ciphertext-Policy Attribute-Based Encryption Based on Multi-valued Decision Diagram (Shaowei Zhang, Long Li, Liang Chang, Tianlong Gu, Huadong Liu)....Pages 303-310 KPI Data Anomaly Detection Strategy for Intelligent Operation and Maintenance Under Cloud Environment (Youchang Xu, Ningjiang Chen, Ruwei Huang, Hanlin Zhang)....Pages 311-320 A Customer Segmentation Model Based on Affinity Propagation Algorithm and Improved Genetic K-Means Algorithm (Meiyang Zhang, Zili Zhang, Shi Qiu)....Pages 321-327 Personal Credit Risk Assessment Based on Stacking Ensemble Model (Maoguang Wang, Jiayu Yu, Zijian Ji)....Pages 328-333 Front Matter ....Pages 335-335 A Replay Speech Detection Algorithm Based on Sub-band Analysis (Lang Lin, Rangding Wang, Yan Diqun)....Pages 337-345 Hybrid Pyramid U-Net Model for Brain Tumor Segmentation (Xiangmao Kong, Guoxia Sun, Qiang Wu, Ju Liu, Fengming Lin)....Pages 346-355 Image Semantic Description Based on Deep Learning with Multi-attention Mechanisms (Jian Yang, ZuQiang Meng)....Pages 356-362 Bayesian Linear Regression Model for Curve Fitting (Michael Li)....Pages 363-372 Front Matter ....Pages 373-373 A Texture Synthesis Steganography Scheme Based on Super-Pixel Structure and SVM (Weiyi Wei, Chengfeng A, Lizhao Wang, Huifang Ma)....Pages 375-383 The Design and Implementation of the Curved Road Radar Early-Warning System (Jun Wen, Guoen Wei, Runfa Zhu)....Pages 384-393 Application of Skin Color Model in Image Segmentation (Wei Wei, Tianyong Li, Jinfu Wei, Detian Zen, Weimin Ning)....Pages 394-401 Gait Recognition Based on EMG Information with Multiple Features (Yueying Cao, Farong Gao, Liling Yu, Qingshan She)....Pages 402-411 A Web-Based Platform for Segmentation of Abdominal Organs on CT Images (Xiaoxia Ning, Xuejun Zhang, Qianmei Yang)....Pages 412-420 An Insider Threat Detection Method Based on User Behavior Analysis (Wei Jiang, Yuan Tian, Weixin Liu, Wenmao Liu)....Pages 421-429 Obstacle Detection and Tracking Based on Multi-sensor Fusion (Shuyao Cui, Dianxi Shi, Chi Chen, Yaru Kang)....Pages 430-436 Non-uniform Noise Image Denoising Based on Non-local Means (Jiaxin Li, Jing Hu, Min Wei, Bin Zhang, Yanfang Wang)....Pages 437-445 Back Matter ....Pages 447-448