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Über dieses Buch

The 2010 International Conference on Artificial Intelligence and Computational Intelligence (AICI 2010) was held October 23–24, 2010 in Sanya, China. The AICI 2010 received 1,216 submissions from 20 countries and regions. After rigorous reviews, 105 high-quality papers were selected for publication in the AICI 2010 proceedings. The acceptance rate was 8%. The aim of AICI 2010 was to bring together researchers working in many different areas of artificial intelligence and computational intelligence to foster the exchange of new ideas and promote international collaborations. In addition to the large number of submitted papers and invited sessions, there were several internationally well-known keynote speakers. On behalf of the Organizing Committee, we thank Hainan Province Institute of Computer and Qiongzhou University for its sponsorship and logistics support. We also thank the members of the Organizing Committee and the Program Committee for their hard work. We are very grateful to the keynote speakers, invited session organizers, session chairs, reviewers, and student helpers. Last but not least, we thank all the authors and participants for their great contributions that made this conference possible.

Inhaltsverzeichnis

Frontmatter

Applications of Artificial Intelligence

2010 | OriginalPaper | Buchkapitel

Application of RBF Neural Network in Short-Term Load Forecasting

Yongchun Liang

2010 | OriginalPaper | Buchkapitel

Efficient Large Image Browser for Embedded Systems

Yuanyuan Liu, Zhiwei He, Haibin Yu, Jinbiao Liu

2010 | OriginalPaper | Buchkapitel

Formalizing Ontology-Based Hierarchical Modeling Process of Physical World

Nan Wang, Dantong OuYang, Shanwu Sun

Automated Problem Solving

2010 | OriginalPaper | Buchkapitel

Satisfiability Degree Analysis for Transition System

Yang Zhao, Guiming Luo

2010 | OriginalPaper | Buchkapitel

Research on Optimization Design of Bottom Angle of Drag-Reducing Structure on the Riblets Surface

Qi-feng Zhu, Bao-wei Song, Peng Wang

2010 | OriginalPaper | Buchkapitel

Towards Analysis of Semi-Markov Decision Processes

Taolue Chen, Jian Lu

Automatic Programming

2010 | OriginalPaper | Buchkapitel

Stability of Equilibrium Solution and Periodical Solution to Cohen-Grossberg Neural Networks

Jingsheng Lei, Ping Yan, Teng Lv

2010 | OriginalPaper | Buchkapitel

Exponential Synchronization of Delayed Fuzzy Cohen-Grossberg Neural Networks with Reaction Diffusion Term

Teng Lv, Ping Yan

2010 | OriginalPaper | Buchkapitel

Magnetic Field Extrapolation Based on Improved Back Propagation Neural Network

Li-ting Lian, Chang-han Xiao, Sheng-dao Liu, Guo-hua Zhou, Ming-ming Yang

2010 | OriginalPaper | Buchkapitel

Sparse Deep Belief Net for Handwritten Digits Classification

Jiongyun Xie, Hongtao Lu, Deng Nan, Cai Nengbin

Data Mining and Knowledge Discovering

2010 | OriginalPaper | Buchkapitel

Multisensor Image Fusion Using a Pulse Coupled Neural Network

Yi Zheng, Ping Zheng

2010 | OriginalPaper | Buchkapitel

Real-Time Performance Reliability Assessment Method Based on Dynamic Probability Model

Cheng Hua, Qing Zhang, Guanghua Xu, Jun Xie

2010 | OriginalPaper | Buchkapitel

Decomposing Data Mining by a Process-Oriented Execution Plan

Yan Zhang, Honghui Li, Alexander Wöhrer, Peter Brezany, Gang Dai

2010 | OriginalPaper | Buchkapitel

An Efficient Distributed Subgraph Mining Algorithm in Extreme Large Graphs

Bin Wu, YunLong Bai

2010 | OriginalPaper | Buchkapitel

Spatio-Temporal Clustering of Road Network Data

Tao Cheng, Berk Anbaroglu

2010 | OriginalPaper | Buchkapitel

A Sampling Based Algorithm for Finding Association Rules from Uncertain Data

Zhu Qian, Pan Donghua, Yang Guangfei

Distributed AI and Agents

2010 | OriginalPaper | Buchkapitel

Multi-agent System Collaboration Based on the Relation-Web Model

Maoguang Wang, Hong Mei, Wenpin Jiao, Junjing Jie, Tingxun Shi

2010 | OriginalPaper | Buchkapitel

Research on A Novel Multi-Agents Dynamic Cooperation Method Based on Associated Intent

Weijin Jiang, Xiaoling Ding, Yuhui Xu, Wang Chen, Wei Chen

Expert and Decision Support Systems

2010 | OriginalPaper | Buchkapitel

Automobile Exhaust Gas Detection Based on Fuzzy Temperature Compensation System

Zhiyong Wang, Hao Ding, Fufei Hao, Zhaoxia Wang, Zhen Sun, Shujin Li

2010 | OriginalPaper | Buchkapitel

Technical Efficiency Analysis of New Energy Listed Companies Based on DEA

Gao Chong, Zhang Jian-ze, Li Xiao-dong

Fuzzy Logic and Soft Computing

2010 | OriginalPaper | Buchkapitel

Research on Differential Evolution Algorithm Based on Interaction Balance Method for Large-Scale Industrial Processes of Fuzzy Model

He Dakuo, Zhao Yuanyuan, Wang Lifeng, Chang Hongrui

2010 | OriginalPaper | Buchkapitel

Fuzzy Control System Design for Solar Energy with PCM Tank to Fresh Air Conditioning

Jun Yang, Ailin Xiao, Lili Wang

Intelligent Information Fusion

2010 | OriginalPaper | Buchkapitel

An Efficient Method for Target Extraction of Infrared Images

Ying Li, Xingjin Mao

2010 | OriginalPaper | Buchkapitel

Second Order Central Difference Filtering Algorithm for SINS/GPS Integrated Navigation in Guided Munitions

Lei Cai, Xuexia Zhang

2010 | OriginalPaper | Buchkapitel

Adaptive Signal Processing for ARX System Disturbed by Complex Noise

Yulai Zhang, Guiming Luo

2010 | OriginalPaper | Buchkapitel

Abstraction for Model Checking the Probabilistic Temporal Logic of Knowledge

Conghua Zhou, Bo Sun, Zhifeng Liu

Intelligent Scheduling

2010 | OriginalPaper | Buchkapitel

Research on Double-Objective Optimal Scheduling Algorithm for Dual Resource Constrained Job Shop

Li Jingyao, Sun Shudong, Huang Yuan, Niu Ganggang

2010 | OriginalPaper | Buchkapitel

MDA Compatible Knowledge– Based IS Engineering Approach

Audrius Lopata, Martas Ambraziunas

Intelligent Signal Processing

2010 | OriginalPaper | Buchkapitel

ARIMA Signals Processing of Information Fusion on the Chrysanthemum

Lanzhou Wang, Qiao Li

2010 | OriginalPaper | Buchkapitel

Noise Uncertainty Study of the Low SNR Energy Detector in Cognitive Radio

Guoqing Ji, Hongbo Zhu

Machine Learning

2010 | OriginalPaper | Buchkapitel

A Realtime Human-Computer Ensemble System: Formal Representation and Experiments for Expressive Performance

Tetsuya Mizutani, Shigeru Igarashi, Tatsuo Suzuki, Yasuwo Ikeda, Masayuki Shio

2010 | OriginalPaper | Buchkapitel

A New Smooth Support Vector Machine

Jinjin Liang, De Wu

2010 | OriginalPaper | Buchkapitel

Convergence of GCM and Its Application to Face Recognition

Kai Li, Xinyong Chen, Nan Yang, Xiuchen Ye

2010 | OriginalPaper | Buchkapitel

Designing a Multi-label Kernel Machine with Two-Objective Optimization

Hua Xu, Jianhua Xu

2010 | OriginalPaper | Buchkapitel

Collision Detection Algorithm in Virtual Environment of Robot Workcell

Qian Ren, Dongmei Wu, Shuguo Wang, Yili Fu, Hegao Cai

Machine Vision

2010 | OriginalPaper | Buchkapitel

A First Step towards Hybrid Visual Servoing Control Based on Image Moments

Xiaojing Shen, Dongmei Huang, Xiaoxia Qin

2010 | OriginalPaper | Buchkapitel

A Novel Motion Detection Approach for Large FOV Cameras

Hongfei Yu, Wei Liu, Bobo Duan, Huai Yuan, Hong Zhao

2010 | OriginalPaper | Buchkapitel

Large Scale Visual Classification via Learned Dictionaries and Sparse Representation

Zhenyong Fu, Hongtao Lu, Nan Deng, Nengbin Cai

2010 | OriginalPaper | Buchkapitel

Semi-supervised Nearest Neighbor Discriminant Analysis Using Local Mean for Face Recognition

Caikou Chen, Pu Huang, Jingyu Yang

Multi-agent Systems

2010 | OriginalPaper | Buchkapitel

Decentralized Cohesive Motion Control of Multi-agent Formation in 3-Dimensional Space

Ran Zhao, Yongguang Yu, Guoguang Wen

2010 | OriginalPaper | Buchkapitel

A Model for Cooperative Design Based on Multi-Agent System

Hua Chen, Jun Zhao, Bo Sun

Natural Language Processing

2010 | OriginalPaper | Buchkapitel

Scaling Up the Accuracy of Bayesian Classifier Based on Frequent Itemsets by M-estimate

Jing Duan, Zhengkui Lin, Weiguo Yi, Mingyu Lu

2010 | OriginalPaper | Buchkapitel

Aggressive Dimensionality Reduction with Reinforcement Local Feature Selection for Text Categorization

Wenbin Zheng, Yuntao Qian

Neural Networks

2010 | OriginalPaper | Buchkapitel

3D Shape Representation Using Gaussian Curvature Co-occurrence Matrix

Kehua Guo

2010 | OriginalPaper | Buchkapitel

Nonlinear System Identification of Bicycle Robot Based on Adaptive Neural Fuzzy Inference System

Xiuli Yu, Shimin Wei, Lei Guo

2010 | OriginalPaper | Buchkapitel

Transmission: A New Feature for Computer Vision Based Smoke Detection

Chengjiang Long, Jianhui Zhao, Shizhong Han, Lu Xiong, Zhiyong Yuan, Jing Huang, Weiwei Gao

2010 | OriginalPaper | Buchkapitel

A Novel Features Design Method for Cat Head Detection

Hua Bo

2010 | OriginalPaper | Buchkapitel

Time Serial Model of Rock Burst Based on Evolutionary Neural Network

Wei Gao

2010 | OriginalPaper | Buchkapitel

Multilayer Perceptron Network with Modified Sigmoid Activation Functions

Tobias Ebert, Oliver Bänfer, Oliver Nelles

Pattern Recognition

2010 | OriginalPaper | Buchkapitel

Kernel Oblique Subspace Projection Approach for Target Detection in Hyperspectral Imagery

Liaoying Zhao, Yinhe Shen, Xiaorun Li

2010 | OriginalPaper | Buchkapitel

Text-Independent Voice Conversion Based on Kernel Eigenvoice

Yanping Li, Linghua Zhang, Hui Ding

2010 | OriginalPaper | Buchkapitel

An Effective Method for SAR Automatic Target Recognition

Ying Li, Hongli Gong

2010 | OriginalPaper | Buchkapitel

Semi-supervised Learning by Spectral Mapping with Label Information

Zhong-Qiu Zhao, Jun Gao, Xindong Wu

2010 | OriginalPaper | Buchkapitel

Drop Fingerprint Recognition Based on Self-Organizing Feature Map

Jie Li, Qing Song, Yuan Luo, Cunwei Zou

2010 | OriginalPaper | Buchkapitel

Nonlinear Complementarity Problem and Solution Methods

Longquan Yong

Robotics

2010 | OriginalPaper | Buchkapitel

A New Path Planning Method for a Shape-Shifting Robot

Mengxin Li, Ying Zhang, TongLin Liu, Chengdong Wu

2010 | OriginalPaper | Buchkapitel

Pedestrian Gait Classification Based on Hidden Markov Models

Weihua Wang, Zhijing Liu

2010 | OriginalPaper | Buchkapitel

L-Infinity Norm Minimization in the Multiview Triangulation

Yang Min

Erratum

2010 | Erratum | Buchkapitel

Erratum to: An Efficient Method for Target Extraction of Infrared Images

Ying Li, Xingjin Mao

Backmatter

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