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IFIP IIP 2018: Nanning, China
- Zhongzhi Shi, Eunika Mercier-Laurent, Jiuyong Li:
Intelligent Information Processing IX - 10th IFIP TC 12 International Conference, IIP 2018, Nanning, China, October 19-22, 2018, Proceedings. IFIP Advances in Information and Communication Technology 538, Springer 2018, ISBN 978-3-030-00827-7
Machine Learning
- Ningning Ni, Caili Guo, Zhimin Zeng:
Public Opinion Clustering for Hot Event Based on BR-LDA Model. 3-11 - Meiyi Li, Weibiao Cai, Xingwang Liu:
Improved Ensemble Extreme Learning Machine Regression Algorithm. 12-19 - Hongjie Jia, Liangjun Wang, Heping Song
, Qirong Mao, Shifei Ding:
A K-AP Clustering Algorithm Based on Manifold Similarity Measure. 20-29 - Shifei Ding, Nan Zhang
Multi-view Restricted Boltzmann Machines with Posterior Consistency. 30-39 - Ding Ling, Xu Xiao:
Mass-Based Density Peaks Clustering Algorithm. 40-48
Deep Learning
- Hong Hu, Xin Hong, Dan Yang Hou, Zhongzhi Shi:
Forward Learning Convolutional Neural Network. 51-61 - Wenchao Huang, Jinchuang Zhao, Wenli Fu:
A Deep Learning Approach Based on CSP for EEG Analysis. 62-70 - Jianguo Zhang, Jianghua Yuan, Hanzhong Pan, Qing Ma, Yong Yu:
Automatic Driving Decision Algorithm Based on Multi-dimensional Deep Space-Time Network. 71-79 - Phatpicha Yochum, Liang Chang, Tianlong Gu, Manli Zhu, Weitao Zhang:
Tourist Attraction Recommendation Based on Knowledge Graph. 80-85
Multi-agent System
- Shengqi Jiang, Yongquan Zhou, Dengyun Wang, Sen Zhang:
Elite Opposition-Based Selfish Herd Optimizer. 89-98 - Tim Borglund, Shuyue Hu, Ho-fung Leung:
The Effects of Fixed-Strategy Agents on Local Convention Emergence in Multi-agent Systems. 99-108 - Dave J. Russell, Elizabeth Marie Ehlers:
A Multi-agent Framework that Facilitates Decoupled Agent Functioning. 109-119 - Xuebin Tang, Jinchuang Zhao, Wenbei Li, Bin Feng:
Design and Implementation of Smart Home Cloud System Based on Kinect. 120-126
Neural Computing and Swarm Intelligence
- Jiali Feng:
Attribute Grid Computer Based on Qualitative Mapping for Artificial Intelligence. 129-139 - Tongfeng Sun:
A Byproduct of a Differentiable Neural Network - Data Weighting from an Implicit Form to an Explicit Form. 140-149 - Dengyun Wang, Yongquan Zhou, Shengqi Jiang, Xin Liu:
A Simplex Method-Based Salp Swarm Algorithm for Numerical and Engineering Optimization. 150-159 - Zhe Wang, Taoshen Li, Jin Ye, Zhihui Ge:
Energy Conservation for Wireless Mesh Networks: A PSO Approach with Throughput-Energy Consumption Scheme Using Solar Energy. 160-169
Natural Language Processing
- Huifang Ma, Xiaoqian Liu, Lan Ma, Yulin Hu:
Short Text Feature Extraction via Node Semantic Coupling and Graph Structures. 173-182 - Zhuchen Liu, Hao Chen, Jie Li, Yanhua Yu:
PWA-PEM for Latent Tree Model and Hierarchical Topic Detection. 183-191 - Lei Li, Xiangchun He, Guanghui Yan:
Improved Louvain Method for Directed Networks. 192-203 - Ying Pan, Shihui Wang:
A Detail Preserving Vector Median Filter Based on Texture Analysis. 204-209
Recommendation System
- Xu Gao, Wenjia Niu, Jingjing Liu, Tong Chen, Yingxiao Xiang, XiaoXuan Bai, Jiqiang Liu:
A DeepWalk-Based Approach to Defend Profile Injection Attack in Recommendation System. 213-222 - Yajie Gu, Jing Zhou, Shouxun Liu:
An Improved Recommender for Travel Itineraries. 223-235 - Guoyong Cai, Nannan Chen:
Constrained Probabilistic Matrix Factorization with Neural Network for Recommendation System. 236-246 - Jian Dong, Ruichun Tang, Geqiang Lian:
Cooperative Filtering Program Recommendation Algorithm Based on User Situations and Missing Values Estimation. 247-258
Social Computing
- Ya Wang, Zhenzhen Gu, Yuefei Sui, Cungen Cao:
Towards a Modeling Framework of Social Contexts, Roles and Relations for Acquiring Role-Specific Rules. 261-273 - Xiaohong Li, JiHeng Gong, Yuyin Ma, Huifang Ma, Na Qin:
Microblog Hot Event Detection Based on Restart Random Walk and Modularity. 274-283 - James L. Gibson, Duncan Anthony Coulter:
Immersive Virtual Reality Utilizing Hand Gesture Capture as a Replacement for Traditional Controls. 284-293 - Mohammad Hassan Abolbashari, Atefe Zakeri, Elizabeth Chang
Using System Dynamics for Predicting an Organization's Procurement Performance. 294-299
Business Intelligence and Security
- Shaowei Zhang, Long Li, Liang Chang, Tianlong Gu, Huadong Liu:
A Ciphertext-Policy Attribute-Based Encryption Based on Multi-valued Decision Diagram. 303-310 - Youchang Xu, Ningjiang Chen, Ruwei Huang, Hanlin Zhang:
KPI Data Anomaly Detection Strategy for Intelligent Operation and Maintenance Under Cloud Environment. 311-320 - Meiyang Zhang, Zili Zhang, Shi Qiu:
A Customer Segmentation Model Based on Affinity Propagation Algorithm and Improved Genetic K-Means Algorithm. 321-327 - Maoguang Wang, Jiayu Yu, Zijian Ji:
Personal Credit Risk Assessment Based on Stacking Ensemble Model. 328-333
Pattern Recognition
- Lang Lin, Rangding Wang, Diqun Yan
A Replay Speech Detection Algorithm Based on Sub-band Analysis. 337-345 - Xiangmao Kong, Guoxia Sun, Qiang Wu, Ju Liu, Fengming Lin:
Hybrid Pyramid U-Net Model for Brain Tumor Segmentation. 346-355 - Jian Yang, Zuqiang Meng:
Image Semantic Description Based on Deep Learning with Multi-attention Mechanisms. 356-362 - Michael Li:
Bayesian Linear Regression Model for Curve Fitting. 363-372
Image Understanding
- Weiyi Wei, Chengfeng A, Lizhao Wang, Huifang Ma:
A Texture Synthesis Steganography Scheme Based on Super-Pixel Structure and SVM. 375-383 - Jun Wen, Guoen Wei, Runfa Zhu:
The Design and Implementation of the Curved Road Radar Early-Warning System. 384-393 - Wei Wei, Tianyong Li, Jinfu Wei, Detian Zen, Weimin Ning:
Application of Skin Color Model in Image Segmentation. 394-401 - Yueying Cao, Farong Gao
Gait Recognition Based on EMG Information with Multiple Features. 402-411 - Xiaoxia Ning, Xuejun Zhang, Qianmei Yang:
A Web-Based Platform for Segmentation of Abdominal Organs on CT Images. 412-420 - Wei Jiang, Yuan Tian, Weixin Liu, Wenmao Liu:
An Insider Threat Detection Method Based on User Behavior Analysis. 421-429 - Shuyao Cui, Dianxi Shi, Chi Chen, Yaru Kang:
Obstacle Detection and Tracking Based on Multi-sensor Fusion. 430-436 - Jiaxin Li, Jing Hu, Min Wei, Bin Zhang, Yanfang Wang:
Non-uniform Noise Image Denoising Based on Non-local Means. 437-445
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