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Table of Contents
Intelligent Information Processing VIII
Zhongzhi Shi, Sunil Vadera, Gang Li
Front Matter

Machine Learning


An Attribute-Value Block Based Method of Acquiring Minimum Rule Sets: A Granulation Method to Construct Classifier
Zuqiang Meng, Qiuling Gan
3-11
Collective Interpretation and Potential Joint Information Maximization
Ryotaro Kamimura
12-21
A Novel Locally Multiple Kernel k-means Based on Similarity
Shuyan Fan, Shifei Ding, Mingjing Du, Xiao Xu
22-30
Direction-of-Arrival Estimation for CS-MIMO Radar Using Subspace Sparse Bayesian Learning
Yang Bin, Huang Dongmei, Li Ding
31-38

Data Mining


Application of Manifold Learning to Machinery Fault Diagnosis
Jiangping Wang, Tengfei Duan, Lujuan Lei
41-49
p-Spectral Clustering Based on Neighborhood Attribute Granulation
Shifei Ding, Hongjie Jia, Mingjing Du, Qiankun Hu
50-58
Assembly Sequence Planning Based on Hybrid Artificial Bee Colony Algorithm
Wenbing Yuan, Liang Chang, Manli Zhu, Tianlong Gu
59-71
A Novel Track Initiation Method Based on Prior Motion Information and Hough Transform
Jun Liu, Yu Liu, Wei Xiong
72-77

Deep Learning


A Hybrid Architecture Based on CNN for Image Semantic Annotation
Yongzhe Zheng, Zhixin Li, Canlong Zhang
81-90
Convolutional Neural Networks Optimized by Logistic Regression Model
Bo Yang, Zuopeng Zhao, Xinzheng Xu
91-96
Event Detection with Convolutional Neural Networks for Forensic Investigation
Bo Yang, Ning Li, Zhigang Lu, Jianguo Jiang
97-107
Boltzmann Machine and its Applications in Image Recognition
Shifei Ding, Jian Zhang, Nan Zhang, Yanlu Hou
108-118

Social Computing


Trajectory Pattern Identification and Anomaly Detection of Pedestrian Flows Based on Visual Clustering
Li Li, Christopher Leckie
121-131
Anomalous Behavior Detection in Crowded Scenes Using Clustering and Spatio-Temporal Features
Meng Yang, Sutharshan Rajasegarar, Aravinda Rao, Christopher Leckie, Marimuthu Palaniswami
132-141
An Improved Genetic-Based Link Clustering for Overlapping Community Detection
Yong Zhou, Guibin Sun
142-151
Opinion Targets Identification Based on Kernel Sentences Extraction and Candidates Selection
Hengxun Li, Chun Liao, Ning Wang, Guangjun Hu
152-159

Semantic Web and Text Processing


A Study of URI Spotting for Question Answering over Linked Data (QALD)
Kyungtae Lim, Namkyoo Kang, Min-Woo Park
163-168
Short Text Feature Extension Based on Improved Frequent Term Sets
Huifang Ma, Lei Di, Xiantao Zeng, Li Yan, Yuyi Ma
169-178
Research on Domain Ontology Generation Based on Semantic Web
Jiguang Wu, Ying Li
179-190
Towards Discovering Covert Communication Through Email Spam
Bo Yang, Jianguo Jiang, Ning Li
191-201

Image Understanding


Combining Statistical Information and Semantic Similarity for Short Text Feature Extension
Xiaohong Li, Yun Su, Huifang Ma, Lin Cao
205-210
Automatic Image Annotation Based on Semi-supervised Probabilistic CCA
Bo Zhang, Gang Ma, Xi Yang, Zhongzhi Shi, Jie Hao
211-221
A Confidence Weighted Real-Time Depth Filter for 3D Reconstruction
Zhenzhou Shao, Zhiping Shi, Ying Qu, Yong Guan, Hongxing Wei, Jindong Tan
222-231

Brain-Machine Collaboration


Noisy Control About Discrete Liner Consensus Protocol
Quansheng Dou, Zhongzhi Shi, Yuehao Pan
235-244
Incomplete Multi-view Clustering
Hang Gao, Yuxing Peng, Songlei Jian
245-255
Brain-Machine Collaboration for Cyborg Intelligence
Zhongzhi Shi, Gang Ma, Shu Wang, Jianqing Li
256-266
A Cyclic Cascaded CRFs Model for Opinion Targets Identification Based on Rules and Statistics
Hengxun Li, Chun Liao, Guangjun Hu, Ning Wang
267-275

 

 


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