Advances in machine learning and cybernetics: 4th international conference ; revised selected papers
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Format: | Tagungsbericht Buch |
Sprache: | English |
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Berlin ; Heidelberg ; New York
Springer
2006
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Schriftenreihe: | Lecture notes in computer science
3930 : Lecture notes in artificial intelligence |
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Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
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Beschreibung: | XXI, 1110 S. graph. Darst. |
ISBN: | 9783540335849 3540335846 |
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245 | 1 | 0 | |a Advances in machine learning and cybernetics |b 4th international conference ; revised selected papers |c ICMLC 2005, Guangzhou, China, August 18 - 21, 2005. Daniel S. Yeung ... (ed.) |
264 | 1 | |a Berlin ; Heidelberg ; New York |b Springer |c 2006 | |
300 | |a XXI, 1110 S. |b graph. Darst. | ||
336 | |b txt |2 rdacontent | ||
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adam_text |
Table
of
Contents
Agents
and Distributed
AI
Backward-Chaining
Flexible Planning
Li
Xu, Wen-Xiang
Gu,
Хіп-Меі
Zhang
. 1
RRF: A Double-Layer Reputation Mechanism with Rating Reputation
Considered
Hang Guo. Ji'
Gao,
Ping Xu
. 11
A Vickrey-Type Multi-attribute Auction Model
Xiang Chen, Shan-li
Ни
. 21
Strategy Coordination Approach for Safe Learning About Novel
Filtering Strategies in
Multi
Agent Framework
Sahin Albayrak.
Dragan
Milosevic
. 30
Modeling and Design of Agent Grid Based Open Decision Support
System
Jiayu Chi, Ling Sun, Xueguang Chen, Jinlong Zhang
. 43
Negotiating Agent: Concept, Architecture and Communication Model
Микиті
Cao,
Yuqiang Feng, Yan Li, Chunyan Wang
. 53
Intelligent Control (I)
Particle Filter Method for a Centralized Multisensor System
Wei Xiong, You He, Jing-wei Zhang
. 04
Design and Analysis of a Novel Load-Balancing Model Based on Mobile
Agent
Junfeng
Tian,
Yuling Liu, Xiaohui Yang, Ruizhong
Du. 70
Fuzzy Output Tracking Control and Its Application to Guidance
Control for Lunar Gravity-Turn
Pingyuan
Cui,
Junwei Sun. Fengqiu Liu
. 81
Motion Planning for Climbing Robot Based on Hybrid Navigation
Yong Jiang, Hongguang Wang, Lijin Fang, Mingy
ang
Zhao
. 91
XII Table of
Contents
Hierarchical Fuzzy Behavior-Based Control Method for Autonomous
Mobile Robot Navigation
Shou-tao Li, Yuan-chun Li
. 101
Intelligent Control (II)
An LMI Approach to Robust Fault Detection Filter Design for
Uncertain State-Delayed Systems
Hongru Wang, Changhong Wang, Huijun
Gao
. 112
Input-to-State Stability Analysis of a Class of Interconnected Nonlinear
Systems
Jia Wang, Xiaobei Wu, Zhiliang Xu
. 122
Construction and Simulation of the Movable Propeller Turbine Neural
Network Model
Jiang Chang, Yan Peng
. 133
Research on the Control and Application of Chaos in an Electrical
System
Zhao-ming Lei, Zuo-jun Liu,
He
-хи
Sun, Hong-jun Chang
. 142
Data Mining and Knowledge Discovery (I)
Research and Application of Data Mining in Power Plant Process
Control and Optimization
Jian-qiang Li, Cheng-lin Niu, Ji-zhen Liu, Luan-ying Zhang
. 149
Extended Negative Association Rules and the Corresponding Mining
Algorithm
Min Gan,
Mingyi Zhang, Shenwen Wang
. 159
An Ant Clustering Method for a Dynamic Database
Ling Chen, Li
Tu, Yixin
Chen
. 169
An Efficient Algorithm for Incremental Mining of Sequential Patterns
Ла
-Dong
Ren, Xiao-Lei Zhou
. 179
A Clustering Algorithm Based on Density Kernel Extension
Wei-
Di
Dai, Pi-
Lian
He, Yue-Xian
Hou,
Xiao-Dong
K ang.
189
Associative Classification with Prediction Confidence
Tien Dung Do, Siu Cheung
Hui,
Alvis CM. Fong
. 199
Table
of Contents
XIII
Data Mining and Knowledge Discovery (II)
Exploring Query Matrix for Support Pattern Based Classification
Learning
Yiqiu Han, Wai Lam
. 209
From Clusters to Rules: A Hybrid Framework for Generalized Symbolic
Rule Induction
Qingshuang Jiang, Syed Sibte
Raza Abidi
. 219
Trail-and-Error Approach for Determining the Number of Clusters
Haojun Sun,
Mei Sun
. 229
Unifying Genetic Algorithm and Clustering Method for Recognizing
Activated fMRI Time Series
Lin Shi, Pheng Ann
Heng, Tien-Tsin
Wong
. 239
Repeating Pattern Discovery from Audio Stream
Zhen-Long
Du,
Xiao-Li Li
. 249
A Study on Information Extraction from PDF Files
Fang Yuan, Bo Liu, Ge Yu
. 258
Data Mining and Knowledge Discovery (III)
The Study of a Knowledge-Based Constraints Network System (KCNS)
for Concurrent Engineering
Wei-ming Wang, Jie
Hu, Fei
Zhou, Da-yong Li, Xiang-jun
Fu,
Ying-hong Peng
. 268
Rule Induction for Complete Information Systems in Knowledge
Acquisition and Classification
Hong-Zhen Zheng, Dian-Hui
Chu, De-
Chen Zhan
. 278
A Method to Eliminate Incompatible Knowledge and Equivalence
Knowledge
Ping Guo, Li Fan,
Lian Ye
. 285
Constructing Ontologies for Sharing Knowledge in Digital Archives
Yu-Liang Chi
. 295
A Similarity-Aware Multiagent-Based Web Content Management
Scheme
Jitian Xiao,
Jun Wang
. 305
XIV Table of
Contents
Information
Assistant: An Initiative
Topic
Search
Engine
Xi-Dao Luan, Yu-Xiang Xie,
Ыщ
-Da
Wu, Chi-Long
Мао,
Song- Yang Lao
. 315
Improving Retrieval Performance with the Combination of Thesauri
and Automatic Relevance Feedback
Mao-Zu Guo,
Лап
-Fu
Li
. 322
Fuzzy Information Processing (I)
Choquet Integrals with Respect to Fuzzy Measure on Fuzzy
σ
-Algebra
Yan Huang, Congxin Wu
. 329
Robust Hoo Control with Pole Placement Constraints for
Т
-S
Fuzzy
Systems
Liang He, Guang-Ren Duan
. 338
A Kind of Fuzzy Genetic Algorithm Based on Rule and Its Performance
Research
Fachao Li, Shuxin Luo, Lianqing
Su
. 347
The Absolute Additivity and Fuzzy Additivity of Sugeno Integral
Congxin Wu, Liang Zhao
. 358
The Axiomatization for
О
-Level Universal Logic
Yingcang Ma, Huacan He
. 367
Fuzzy Portfolio Selection Problems Based on Credibility Theory
Yanju Chen, Yan-Kui Liu, Junfen Chen
. 377
Fuzzy Information Processing (II)
Fuzzy Multiple Reference Models Adaptive Control Scheme Study
Zlucheng Ji, Rongjia Zhu, Yanxia Shen
. 387
Selection of Optimal Technological Innovation Projects Combining
Value Engineering with Fuzzy Synthetic Evaluation
Yuan-sheng Huang, Jun-hua Zhou, Jian-xun Qi
. 397
The Hierarchical Fuzzy Evaluation System and Its Application
Xiaoping Qiu, Yang Xu, Ming
Jian, Haiming
Li
. 407
A Solution to a System of Linear Equations with Fuzzy Numbers
Xingfang Zhang, Guangwu
Meng. 417
Table of Contents XV
'Evolutionary Synthesis of
Micromachines
Using Supervisory
• Multiobjective Interactive Evolutionary Computation
!
Raffi
Kamalian,
Ying Zhang, Hideyuki Takagi, Alice M. Agogino
. 428
I Application of Weighted Ideal Point Method to
і
Environmental/Economic Load Dispatch
;
Guo-li Zhang. Geng-yin Li, Hong Xie, Jian-wei Ma
.
4H8
Learning and Reasoning (I)
Reasoning the
Spatiotemporal
Relations Between Time Evolving
Indeterminate Regions
Lei
Dao.
Xiao-Lin Qin,
Jun
Zhang. Qi- Yuan Li,
. 448
Using Special Structured Fuzzy Measure to Represent Interaction
Among IF-THEN Rules
Xi-
Zhao Wang,
Jun Shen
. 45!)
]
Novel Nonlinear Signals Separation of Optimized Entropy Based on
Adaptive Natural Gradient Learning
Ren Ren, Jin Xu, Sliihua Zhu,
Danari
Ren. Yongqiang Luo
.
4(>7
Training Conditional Random Fields with Unlabeled Data and Limited
Number of Labeled Examples
Tak-Lam Wong. Wai Lam
. 477
An Effective and Efficient Two Stage Algorithm for Global Optimization
Yong-Jun Wang, Jiang-She Zhang. Yu-Fen Zhang
. 487
'
Learning and Reasoning (II)
Evolutionary Multi-objective Optimization Algorithm with Preference
for Mechanical Design
Jianwei Wang, Jianming Zhang, Xiaopeng Wei
. 497
A New Adaptive Crossover Operator for the Preservation of Useful
Schemata
Fan Li, Qi-He Liu, Fan
Min, Guo-
Wei Yang
. 507
Refinement of Fuzzy Production Rules by Using a Fuzzy-Neural
Approach
Dong-rnei Huang, Ming-hu Ha, Ya-min Li, Eric C.C. Tsang
. 517
XVI Table of
Contents
A Partide
Swarm Optimization-Based Approach to Tackling Simulation
Optimization of Stochastic, Large-Scale and Complex Systems
Ming
Lu,
Da-peng Wu, Jian-ping Zhang
. 528
Combination of Multiple Nearest Neighbor Classifiers Based on Feature
Subset Clustering Method
Li-Juan
Wang, Qiang Hua,
Xiao-Long Wang, Qing-Cai Chen
. 538
Learning and Reasoning (III)
A Statistical Confidence-Based Adaptive Nearest Neighbor Algorithm
for Pattern Classification
Jigang Wang,
Predrag Neskovic,
Leon
N.
Cooper
. 548
Automatic
3D
Motion Synthesis with Time-Striding Hidden Markov
Model
Yi Wang, Zhi-qiang Liu, Li-zhu Zhou
. 558
Learning from an Incomplete Information System with
Continuous-Valued Attributes by a Rough Set Technique
Eric
С. С
Tsang, Suyun Zhao, Daniel S. Yeung, John W. T. Lee
. 568
Reduction of Attributes in Ordinal Decision Systems
John W. T. Lee, Xizhao Wang, Jinfeng Wang
. 578
On the Local Reduction of Information System
Degang
Chen, Eric
С. С.
Tsang
. 588
Machine Learning Applications (I)
Spectral Analysis of Protein Sequences
Tuan D. Pham
. 595
Volatility Patterns of Industrial Stock Price Indices in the Chinese
Stock Market
Lan-Jun Lao
. 605
Data Migration in RAID Based on Stripe Unit Heat
Yan Liu, Chang-Sheng Xie, Huai-yang Li, Zhen Zhao
. 614
Distribution Channel Coordination Through Penalty Schemes
Quansheng
Lei, Jian
Chen
. 624
Table
of Contents
XVII
Automatic Keyphrases Extraction from Document Using Neural
Network
Jiabing Wang, Hong Peng, Jing-song
Ни
. 633
К
Novel Fuzzy Anomaly Detection Method Based on Clonal Selection
Clustering Algorithm
Fenghua Lang,
Jian
Li, Yixian Yang
. 642
Machine Learning Applications (II)
An Anti-worm with Balanced Tree Based Spreading Strategy
Yi-xuan Liu, Xiao-chun Yun, Bai-ling Wang, Hai-bin Sun
. 652
ÊFIS:
Evolvable-Neural-Based Fuzzy Inference System and Its
Application for Adaptive Network Anomaly Detection
Muhammad Fermi Pasha, Rahmat Budiarto, Mohammad Syukur,
Masashi Yamada
. 662
Fast Detection of Worm Infection for Large-Scale Networks
Hui
He, Mingzeng
Hu, Weizhe
Zhang, Hongli Zhang
. 672
¡Empirical Study on Fusion Methods Using Ensemble of RBFNN for
•Network Intrusion Detection
Aki
P.F.
Chan, Daniel S. Yeung, Eric C.C. Tsang,
Wing W.Y. Ng
. 682
A Covariance Matrix Based Approach to Internet Anomaly Detection
Shuyuan Jin, Daniel So Yeung, Xizhao Wang, Eric C.C. Tsang
. 691
Use of Linguistic Features in Context-Sensitive Text Classification
Alex K.S. Wong, John W. T. Lee, Daniel S. Yeung
. 701
Machine Learning Applications (III)
Using Term Relationships in a Structured Document Retrieval Model
Based on Influence Diagrams
Лап
-min
Xu, Shuang Zhao, Zhen-peng Liu, Bian-fang
Chai
. 711
Kernel-Based Metric Adaptation with Pairwise Constraints
Hong Chang,
Dit- Yan
Yeung
. 721
Generating Personalized Answers by Constructing a Question Situation
Yanwen Wu, Zhenghong Wu, Yan Li, Jinling Li
. 731
XVIII Table of
Contents
A Multi-stage Chinese Collocation Extraction System
Ruifeng Xu, Qm
Lu
. 740
Monitoring Glaucomatous Progression: Classification of Visual Field
Measurements Using Stable Reference Data
Shuanghui
Meng,
Mihai Lazarescu, Jim Ivins,
Andrew Turpin
. 750
Neural Networks and Statistical Learning
Methods (I)
A New Intelligent Diagnostic Method for Machine Maintenance
Qianjin Guo, Haibin Yu, Aidong Xu
.
7C0
Prediction of Human Behaviour Using Artificial Neural Networks
Zhicheng Zhang,
Frédéric
Vanderhaegen,
Patrick Mulot.
770
Iterative Learning Controller for Trajectory Tracking Tasks Based on
Experience Database
Xuesong Wang, Yuhu Cheng, Wei Sun
. 780
MGPC Based on Hopfield Network and Its Application in a Thermal
Power Unit Load System
Peng Guo, Taihua Chang
. 790
Neural Networks and Statistical Learning
Methods (II)
Solving the Minimum Crossing Number Problem Using an Improved
Artificial Neural Network
Rong Long Wang,
Kozo Okazaki
. 797
The Design of a Fuzzy-Neural Network for Ship Collision Avoidance
Yu-Hong Liu,
Xuan-Min Du, Shen-Hua
Yang
. 804
A Genetic Algorithm-Based Neural Network Approach for Fault
Diagnosis in Hydraulic Servo-Valves
Hao Huang,
Kuisheng
Chen, Liangcai
Zeng
. 813
Sensitivity Analysis of Madalines to Weight Perturbation
Yingjeng Wang, Xiaoqin
Zeng,
Daniel S. Yeung
. 822
Table
of Contents
XIX
Neural Networks and Statistical Learning
Methods (III)
jFault Diagnosis for the Feedwater Heater System of a ¡iOOMW
Coal-Fired Power Generating Unit Based on RBF Neural Network
Liangyu Ma, Yongguang Ma, Jin Ma
. 832
]
|The Application of Modified Hierarchy Genetic Algorithm Based on
Adaptive Niches
Wei-Min Qi, Qiao-ling Ji, Wei- You
Cai
. 842
Construction of High Precision RBFNN with Low False Alarm for
¡Detecting Flooding Based Denial of Service Attacks Using Stochastic
Sensitivity Measure
WingW.Y. Ng,
Aki
P.F.
Chan, Daniel S. Yeung,
Eric C.C. Tsang
. 851
j
Context-Sensitive Kernel Functions: A Distance Function Viewpoint.
j
Bram Vanschoenwinkel,
Feng Liu,
\ Bernard Manderick
.
8(il
A Parallel Genetic Algorithm for Solving the Inverse Problem of
Support Vector Machines
Qiang He, Xizhao Wang, Junfen Chen,
Leifan Yan
. 871
| Neural Networks and Statistical Learning
1
Methods (IV)
Short Term Load Forecasting Model Based on Support Vector Machine
Dong-Xiao Niu, Qiang Wang, Jin-
Chao
Li
. 880
Evaluation of an Efficient Parallel Object Oriented Platform (EPOOP)
for Control Intensive Intelligent Applications
Chun Che Fung,
Ла
-Bin Li, Douglas G. Myers
. 889
Location of Tropical Cyclone Center with Intelligent Image Processing
Technique
Q.P. Zhang, L.L. Lai, W.C. Sun
. 898
A Hybrid Genetic Algorithm/Particle Swarm Approach for Evaluation
of Power Flow in Electric Network
Т.О.
Ting,
K.P.
Wong,
C. Y.
Chung
. 908
XX
Table
of Contents
>
Pattern Recognition (I)
A Method to Construct the Mapping to the Feature Space for the Dot
Product Kernels
Degang
Chen, Qiang He, Chunru Dong, Xizhao Wang
. 918
An Edge Detection Method by Combining Fuzzy Logic and Neural
Network
Rong Wang, Li-qun
Gao,
Shu Yang, Yu-hua
Chai
.- 930
Fast Face Detection Integrating Motion Energy into a
Cascade-Structured Classifier
Yafeng Deng, Guangda
Su, Jun
Zhou, Bo
Fu
. 938
Adaptive Online Multi-stroke Sketch Recognition Based on Hidden
Markov Model
Zhengxing Sun, Wei Jiang, Jianyong Sun
. 948
To Diagnose a Slight and Incipient Fault in a Power Plant Thermal
System Based on Symptom Zoom Technology and Fuzzy Pattern
Recognition Method
Liangyu Ma, Jin Ma, Yongguang Ma, Bingshu Wang
. 958
Mandarin Voice Conversion Using Tone
Codebook
Mapping
Guoyu Zuo, Yao Chen, Xiaogang Ruan, Wenju Liu
. 965
Pattern Recognition (II)
Continuous Speech Recognition Based on
ICA
and Geometrical Learning
Hao Feng, Wenming
Cao,
Shoujue Wang
. 974
Underwater Target Recognition with Sonar Fingerprint
Jian
Yuan, Guo-Hui Li
. 984
Multi-stream
Articulator
Model with Adaptive Reliability Measure for
Audio Visual Speech Recognition
Lei Xie, Zhi-Qiang Liu
. 994
Optical Font Recognition of Chinese Characters Based on Texture
Features
Ming-hu Ha, Xue-dong
Tian
. 1005
Some Characteristics of Fuzzy Integrals as a Multiple Classifiers Fusion
Method
Huimin Feng, Xuefei Li, Tiegang Fan, Yanju Chen
. 1014
Table
of
Contents
XXI
Vision and Image Processing (I)
Error Concealment Based on Adaptive MRF-MAP Framework
Zhi-heng Zhou, Sheng-li Xie
. 1025
Spatial Video Watermarking Based on Stability of DC Coefficients
Tianhang Chen, Shaohui Liu, Hongxun Yao, Wen
Gao
. 1033
\ Learning-Based Spatial Processing Method for the Detection of
Point Targets
Zhijun Liu, Xubang Shen, Hongshi Sang
. 1043
CTFDP: An
Affine
Invariant Method for Matching Contours
Hui-Xuan
Tang, Hui
Wei
. 1051
A De-noising Algorithm of Infrared Image Contrast Enhancement
Changjiang Zhang, Xiaodong Wang, Haoran Zhang
. 1060
Vision and Image Processing (II)
Speckle Suppressing Based on Fuzzy Generalized Morphological Filter
Lihui Jiang, Yanying Guo
. 1070
¡Research of Vehicle License Plate Location Algorithm Based on Color
(Features and Plate Processions
Yao-Quan Yang, Jie
Bai, Rui-Li
Tian, Na
Liu
. 1077
Fast Measuring Particle Size by Using the Information of Particle
Boundary and Shape
Weixing Wang
. 1086
A Statistical Image Fusion Scheme for
Multi
Focus Applications
Z. W. Liao, S.X.
Hu, W.F.
Chen,
Y. Y.
Tang,
Τ.Ζ.
Huang
. 1096
Author Index
. 1107 |
adam_txt |
Table
of
Contents
Agents
and Distributed
AI
Backward-Chaining
Flexible Planning
Li
Xu, Wen-Xiang
Gu,
Хіп-Меі
Zhang
. 1
RRF: A Double-Layer Reputation Mechanism with Rating Reputation
Considered
Hang Guo. Ji'
Gao,
Ping Xu
. 11
A Vickrey-Type Multi-attribute Auction Model
Xiang Chen, Shan-li
Ни
. 21
Strategy Coordination Approach for Safe Learning About Novel
Filtering Strategies in
Multi
Agent Framework
Sahin Albayrak.
Dragan
Milosevic
. 30
Modeling and Design of Agent Grid Based Open Decision Support
System
Jiayu Chi, Ling Sun, Xueguang Chen, Jinlong Zhang
. 43
Negotiating Agent: Concept, Architecture and Communication Model
Микиті
Cao,
Yuqiang Feng, Yan Li, Chunyan Wang
. 53
Intelligent Control (I)
Particle Filter Method for a Centralized Multisensor System
Wei Xiong, You He, Jing-wei Zhang
. 04
Design and Analysis of a Novel Load-Balancing Model Based on Mobile
Agent
Junfeng
Tian,
Yuling Liu, Xiaohui Yang, Ruizhong
Du. 70
Fuzzy Output Tracking Control and Its Application to Guidance
Control for Lunar Gravity-Turn
Pingyuan
Cui,
Junwei Sun. Fengqiu Liu
. 81
Motion Planning for Climbing Robot Based on Hybrid Navigation
Yong Jiang, Hongguang Wang, Lijin Fang, Mingy
ang
Zhao
. 91
XII Table of
Contents
Hierarchical Fuzzy Behavior-Based Control Method for Autonomous
Mobile Robot Navigation
Shou-tao Li, Yuan-chun Li
. 101
Intelligent Control (II)
An LMI Approach to Robust Fault Detection Filter Design for
Uncertain State-Delayed Systems
Hongru Wang, Changhong Wang, Huijun
Gao
. 112
Input-to-State Stability Analysis of a Class of Interconnected Nonlinear
Systems
Jia Wang, Xiaobei Wu, Zhiliang Xu
. 122
Construction and Simulation of the Movable Propeller Turbine Neural
Network Model
Jiang Chang, Yan Peng
. 133
Research on the Control and Application of Chaos in an Electrical
System
Zhao-ming Lei, Zuo-jun Liu,
He
-хи
Sun, Hong-jun Chang
. 142
Data Mining and Knowledge Discovery (I)
Research and Application of Data Mining in Power Plant Process
Control and Optimization
Jian-qiang Li, Cheng-lin Niu, Ji-zhen Liu, Luan-ying Zhang
. 149
Extended Negative Association Rules and the Corresponding Mining
Algorithm
Min Gan,
Mingyi Zhang, Shenwen Wang
. 159
An Ant Clustering Method for a Dynamic Database
Ling Chen, Li
Tu, Yixin
Chen
. 169
An Efficient Algorithm for Incremental Mining of Sequential Patterns
Ла
-Dong
Ren, Xiao-Lei Zhou
. 179
A Clustering Algorithm Based on Density Kernel Extension
Wei-
Di
Dai, Pi-
Lian
He, Yue-Xian
Hou,
Xiao-Dong
K ang.
189
Associative Classification with Prediction Confidence
Tien Dung Do, Siu Cheung
Hui,
Alvis CM. Fong
. 199
Table
of Contents
XIII
Data Mining and Knowledge Discovery (II)
Exploring Query Matrix for Support Pattern Based Classification
Learning
Yiqiu Han, Wai Lam
. 209
From Clusters to Rules: A Hybrid Framework for Generalized Symbolic
Rule Induction
Qingshuang Jiang, Syed Sibte
Raza Abidi
. 219
Trail-and-Error Approach for Determining the Number of Clusters
Haojun Sun,
Mei Sun
. 229
Unifying Genetic Algorithm and Clustering Method for Recognizing
Activated fMRI Time Series
Lin Shi, Pheng Ann
Heng, Tien-Tsin
Wong
. 239
Repeating Pattern Discovery from Audio Stream
Zhen-Long
Du,
Xiao-Li Li
. 249
A Study on Information Extraction from PDF Files
Fang Yuan, Bo Liu, Ge Yu
. 258
Data Mining and Knowledge Discovery (III)
The Study of a Knowledge-Based Constraints Network System (KCNS)
for Concurrent Engineering
Wei-ming Wang, Jie
Hu, Fei
Zhou, Da-yong Li, Xiang-jun
Fu,
Ying-hong Peng
. 268
Rule Induction for Complete Information Systems in Knowledge
Acquisition and Classification
Hong-Zhen Zheng, Dian-Hui
Chu, De-
Chen Zhan
. 278
A Method to Eliminate Incompatible Knowledge and Equivalence
Knowledge
Ping Guo, Li Fan,
Lian Ye
. 285
Constructing Ontologies for Sharing Knowledge in Digital Archives
Yu-Liang Chi
. 295
A Similarity-Aware Multiagent-Based Web Content Management
Scheme
Jitian Xiao,
Jun Wang
. 305
XIV Table of
Contents
Information
Assistant: An Initiative
Topic
Search
Engine
Xi-Dao Luan, Yu-Xiang Xie,
Ыщ
-Da
Wu, Chi-Long
Мао,
Song- Yang Lao
. 315
Improving Retrieval Performance with the Combination of Thesauri
and Automatic Relevance Feedback
Mao-Zu Guo,
Лап
-Fu
Li
. 322
Fuzzy Information Processing (I)
Choquet Integrals with Respect to Fuzzy Measure on Fuzzy
σ
-Algebra
Yan Huang, Congxin Wu
. 329
Robust Hoo Control with Pole Placement Constraints for
Т
-S
Fuzzy
Systems
Liang He, Guang-Ren Duan
. 338
A Kind of Fuzzy Genetic Algorithm Based on Rule and Its Performance
Research
Fachao Li, Shuxin Luo, Lianqing
Su
. 347
The Absolute Additivity and Fuzzy Additivity of Sugeno Integral
Congxin Wu, Liang Zhao
. 358
The Axiomatization for
О
-Level Universal Logic
Yingcang Ma, Huacan He
. 367
Fuzzy Portfolio Selection Problems Based on Credibility Theory
Yanju Chen, Yan-Kui Liu, Junfen Chen
. 377
Fuzzy Information Processing (II)
Fuzzy Multiple Reference Models Adaptive Control Scheme Study
Zlucheng Ji, Rongjia Zhu, Yanxia Shen
. 387
Selection of Optimal Technological Innovation Projects Combining
Value Engineering with Fuzzy Synthetic Evaluation
Yuan-sheng Huang, Jun-hua Zhou, Jian-xun Qi
. 397
The Hierarchical Fuzzy Evaluation System and Its Application
Xiaoping Qiu, Yang Xu, Ming
Jian, Haiming
Li
. 407
A Solution to a System of Linear Equations with Fuzzy Numbers
Xingfang Zhang, Guangwu
Meng. 417
Table of Contents XV
'Evolutionary Synthesis of
Micromachines
Using Supervisory
• Multiobjective Interactive Evolutionary Computation
!
Raffi
Kamalian,
Ying Zhang, Hideyuki Takagi, Alice M. Agogino
. 428
I Application of Weighted Ideal Point Method to
і
Environmental/Economic Load Dispatch
;
Guo-li Zhang. Geng-yin Li, Hong Xie, Jian-wei Ma
.
4H8
Learning and Reasoning (I)
Reasoning the
Spatiotemporal
Relations Between Time Evolving
Indeterminate Regions
Lei
Dao.
Xiao-Lin Qin,
Jun
Zhang. Qi- Yuan Li,
. 448
Using Special Structured Fuzzy Measure to Represent Interaction
Among IF-THEN Rules
Xi-
Zhao Wang,
Jun Shen
. 45!)
]
Novel Nonlinear Signals Separation of Optimized Entropy Based on
Adaptive Natural Gradient Learning
Ren Ren, Jin Xu, Sliihua Zhu,
Danari
Ren. Yongqiang Luo
.
4(>7
Training Conditional Random Fields with Unlabeled Data and Limited
Number of Labeled Examples
Tak-Lam Wong. Wai Lam
. 477
An Effective and Efficient Two Stage Algorithm for Global Optimization
Yong-Jun Wang, Jiang-She Zhang. Yu-Fen Zhang
. 487
'
Learning and Reasoning (II)
Evolutionary Multi-objective Optimization Algorithm with Preference
for Mechanical Design
Jianwei Wang, Jianming Zhang, Xiaopeng Wei
. 497
A New Adaptive Crossover Operator for the Preservation of Useful
Schemata
Fan Li, Qi-He Liu, Fan
Min, Guo-
Wei Yang
. 507
Refinement of Fuzzy Production Rules by Using a Fuzzy-Neural
Approach
Dong-rnei Huang, Ming-hu Ha, Ya-min Li, Eric C.C. Tsang
. 517
XVI Table of
Contents
A Partide
Swarm Optimization-Based Approach to Tackling Simulation
Optimization of Stochastic, Large-Scale and Complex Systems
Ming
Lu,
Da-peng Wu, Jian-ping Zhang
. 528
Combination of Multiple Nearest Neighbor Classifiers Based on Feature
Subset Clustering Method
Li-Juan
Wang, Qiang Hua,
Xiao-Long Wang, Qing-Cai Chen
. 538
Learning and Reasoning (III)
A Statistical Confidence-Based Adaptive Nearest Neighbor Algorithm
for Pattern Classification
Jigang Wang,
Predrag Neskovic,
Leon
N.
Cooper
. 548
Automatic
3D
Motion Synthesis with Time-Striding Hidden Markov
Model
Yi Wang, Zhi-qiang Liu, Li-zhu Zhou
. 558
Learning from an Incomplete Information System with
Continuous-Valued Attributes by a Rough Set Technique
Eric
С. С
Tsang, Suyun Zhao, Daniel S. Yeung, John W. T. Lee
. 568
Reduction of Attributes in Ordinal Decision Systems
John W. T. Lee, Xizhao Wang, Jinfeng Wang
. 578
On the Local Reduction of Information System
Degang
Chen, Eric
С. С.
Tsang
. 588
Machine Learning Applications (I)
Spectral Analysis of Protein Sequences
Tuan D. Pham
. 595
Volatility Patterns of Industrial Stock Price Indices in the Chinese
Stock Market
Lan-Jun Lao
. 605
Data Migration in RAID Based on Stripe Unit Heat
Yan Liu, Chang-Sheng Xie, Huai-yang Li, Zhen Zhao
. 614
Distribution Channel Coordination Through Penalty Schemes
Quansheng
Lei, Jian
Chen
. 624
Table
of Contents
XVII
Automatic Keyphrases Extraction from Document Using Neural
Network
Jiabing Wang, Hong Peng, Jing-song
Ни
. 633
К
Novel Fuzzy Anomaly Detection Method Based on Clonal Selection
Clustering Algorithm
Fenghua Lang,
Jian
Li, Yixian Yang
. 642
Machine Learning Applications (II)
An Anti-worm with Balanced Tree Based Spreading Strategy
Yi-xuan Liu, Xiao-chun Yun, Bai-ling Wang, Hai-bin Sun
. 652
ÊFIS:
Evolvable-Neural-Based Fuzzy Inference System and Its
Application for Adaptive Network Anomaly Detection
Muhammad Fermi Pasha, Rahmat Budiarto, Mohammad Syukur,
Masashi Yamada
. 662
Fast Detection of Worm Infection for Large-Scale Networks
Hui
He, Mingzeng
Hu, Weizhe
Zhang, Hongli Zhang
. 672
¡Empirical Study on Fusion Methods Using Ensemble of RBFNN for
•Network Intrusion Detection
Aki
P.F.
Chan, Daniel S. Yeung, Eric C.C. Tsang,
Wing W.Y. Ng
. 682
A Covariance Matrix Based Approach to Internet Anomaly Detection
Shuyuan Jin, Daniel So Yeung, Xizhao Wang, Eric C.C. Tsang
. 691
Use of Linguistic Features in Context-Sensitive Text Classification
Alex K.S. Wong, John W. T. Lee, Daniel S. Yeung
. 701
Machine Learning Applications (III)
Using Term Relationships in a Structured Document Retrieval Model
Based on Influence Diagrams
Лап
-min
Xu, Shuang Zhao, Zhen-peng Liu, Bian-fang
Chai
. 711
Kernel-Based Metric Adaptation with Pairwise Constraints
Hong Chang,
Dit- Yan
Yeung
. 721
Generating Personalized Answers by Constructing a Question Situation
Yanwen Wu, Zhenghong Wu, Yan Li, Jinling Li
. 731
XVIII Table of
Contents
A Multi-stage Chinese Collocation Extraction System
Ruifeng Xu, Qm
Lu
. 740
Monitoring Glaucomatous Progression: Classification of Visual Field
Measurements Using Stable Reference Data
Shuanghui
Meng,
Mihai Lazarescu, Jim Ivins,
Andrew Turpin
. 750
Neural Networks and Statistical Learning
Methods (I)
A New Intelligent Diagnostic Method for Machine Maintenance
Qianjin Guo, Haibin Yu, Aidong Xu
.
7C0
Prediction of Human Behaviour Using Artificial Neural Networks
Zhicheng Zhang,
Frédéric
Vanderhaegen,
Patrick Mulot.
770
Iterative Learning Controller for Trajectory Tracking Tasks Based on
Experience Database
Xuesong Wang, Yuhu Cheng, Wei Sun
. 780
MGPC Based on Hopfield Network and Its Application in a Thermal
Power Unit Load System
Peng Guo, Taihua Chang
. 790
Neural Networks and Statistical Learning
Methods (II)
Solving the Minimum Crossing Number Problem Using an Improved
Artificial Neural Network
Rong Long Wang,
Kozo Okazaki
. 797
The Design of a Fuzzy-Neural Network for Ship Collision Avoidance
Yu-Hong Liu,
Xuan-Min Du, Shen-Hua
Yang
. 804
A Genetic Algorithm-Based Neural Network Approach for Fault
Diagnosis in Hydraulic Servo-Valves
Hao Huang,
Kuisheng
Chen, Liangcai
Zeng
. 813
Sensitivity Analysis of Madalines to Weight Perturbation
Yingjeng Wang, Xiaoqin
Zeng,
Daniel S. Yeung
. 822
Table
of Contents
XIX
Neural Networks and Statistical Learning
Methods (III)
jFault Diagnosis for the Feedwater Heater System of a ¡iOOMW
Coal-Fired Power Generating Unit Based on RBF Neural Network
Liangyu Ma, Yongguang Ma, Jin Ma
. 832
]
|The Application of Modified Hierarchy Genetic Algorithm Based on
Adaptive Niches
Wei-Min Qi, Qiao-ling Ji, Wei- You
Cai
. 842
Construction of High Precision RBFNN with Low False Alarm for
¡Detecting Flooding Based Denial of Service Attacks Using Stochastic
Sensitivity Measure
WingW.Y. Ng,
Aki
P.F.
Chan, Daniel S. Yeung,
Eric C.C. Tsang
. 851
j
Context-Sensitive Kernel Functions: A Distance Function Viewpoint.
j
Bram Vanschoenwinkel,
Feng Liu,
\ Bernard Manderick
.
8(il
A Parallel Genetic Algorithm for Solving the Inverse Problem of
Support Vector Machines
Qiang He, Xizhao Wang, Junfen Chen,
Leifan Yan
. 871
| Neural Networks and Statistical Learning
1
Methods (IV)
Short Term Load Forecasting Model Based on Support Vector Machine
Dong-Xiao Niu, Qiang Wang, Jin-
Chao
Li
. 880
Evaluation of an Efficient Parallel Object Oriented Platform (EPOOP)
for Control Intensive Intelligent Applications
Chun Che Fung,
Ла
-Bin Li, Douglas G. Myers
. 889
Location of Tropical Cyclone Center with Intelligent Image Processing
Technique
Q.P. Zhang, L.L. Lai, W.C. Sun
. 898
A Hybrid Genetic Algorithm/Particle Swarm Approach for Evaluation
of Power Flow in Electric Network
Т.О.
Ting,
K.P.
Wong,
C. Y.
Chung
. 908
XX
Table
of Contents
>
Pattern Recognition (I)
A Method to Construct the Mapping to the Feature Space for the Dot
Product Kernels
Degang
Chen, Qiang He, Chunru Dong, Xizhao Wang
. 918
An Edge Detection Method by Combining Fuzzy Logic and Neural
Network
Rong Wang, Li-qun
Gao,
Shu Yang, Yu-hua
Chai
.- 930
Fast Face Detection Integrating Motion Energy into a
Cascade-Structured Classifier
Yafeng Deng, Guangda
Su, Jun
Zhou, Bo
Fu
. 938
Adaptive Online Multi-stroke Sketch Recognition Based on Hidden
Markov Model
Zhengxing Sun, Wei Jiang, Jianyong Sun
. 948
To Diagnose a Slight and Incipient Fault in a Power Plant Thermal
System Based on Symptom Zoom Technology and Fuzzy Pattern
Recognition Method
Liangyu Ma, Jin Ma, Yongguang Ma, Bingshu Wang
. 958
Mandarin Voice Conversion Using Tone
Codebook
Mapping
Guoyu Zuo, Yao Chen, Xiaogang Ruan, Wenju Liu
. 965
Pattern Recognition (II)
Continuous Speech Recognition Based on
ICA
and Geometrical Learning
Hao Feng, Wenming
Cao,
Shoujue Wang
. 974
Underwater Target Recognition with Sonar Fingerprint
Jian
Yuan, Guo-Hui Li
. 984
Multi-stream
Articulator
Model with Adaptive Reliability Measure for
Audio Visual Speech Recognition
Lei Xie, Zhi-Qiang Liu
. 994
Optical Font Recognition of Chinese Characters Based on Texture
Features
Ming-hu Ha, Xue-dong
Tian
. 1005
Some Characteristics of Fuzzy Integrals as a Multiple Classifiers Fusion
Method
Huimin Feng, Xuefei Li, Tiegang Fan, Yanju Chen
. 1014
Table
of
Contents
XXI
Vision and Image Processing (I)
Error Concealment Based on Adaptive MRF-MAP Framework
Zhi-heng Zhou, Sheng-li Xie
. 1025
Spatial Video Watermarking Based on Stability of DC Coefficients
Tianhang Chen, Shaohui Liu, Hongxun Yao, Wen
Gao
. 1033
\ Learning-Based Spatial Processing Method for the Detection of
Point Targets
Zhijun Liu, Xubang Shen, Hongshi Sang
. 1043
CTFDP: An
Affine
Invariant Method for Matching Contours
Hui-Xuan
Tang, Hui
Wei
. 1051
A De-noising Algorithm of Infrared Image Contrast Enhancement
Changjiang Zhang, Xiaodong Wang, Haoran Zhang
. 1060
Vision and Image Processing (II)
Speckle Suppressing Based on Fuzzy Generalized Morphological Filter
Lihui Jiang, Yanying Guo
. 1070
¡Research of Vehicle License Plate Location Algorithm Based on Color
(Features and Plate Processions
Yao-Quan Yang, Jie
Bai, Rui-Li
Tian, Na
Liu
. 1077
Fast Measuring Particle Size by Using the Information of Particle
Boundary and Shape
Weixing Wang
. 1086
A Statistical Image Fusion Scheme for
Multi
Focus Applications
Z. W. Liao, S.X.
Hu, W.F.
Chen,
Y. Y.
Tang,
Τ.Ζ.
Huang
. 1096
Author Index
. 1107 |
any_adam_object | 1 |
any_adam_object_boolean | 1 |
author2 | Yeung, Daniel S. 1946- |
author2_role | edt |
author2_variant | d s y ds dsy |
author_GND | (DE-588)131577492 |
author_facet | Yeung, Daniel S. 1946- |
building | Verbundindex |
bvnumber | BV021632727 |
classification_rvk | ST 300 |
classification_tum | DAT 708f |
ctrlnum | (OCoLC)634160977 (DE-599)BVBBV021632727 |
discipline | Informatik |
discipline_str_mv | Informatik |
format | Conference Proceeding Book |
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spelling | Advances in machine learning and cybernetics 4th international conference ; revised selected papers ICMLC 2005, Guangzhou, China, August 18 - 21, 2005. Daniel S. Yeung ... (ed.) Berlin ; Heidelberg ; New York Springer 2006 XXI, 1110 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 3930 : Lecture notes in artificial intelligence Literaturangaben Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2005 Kanton Stadt gnd-content Künstliche Intelligenz (DE-588)4033447-8 s DE-604 Maschinelles Lernen (DE-588)4193754-5 s Yeung, Daniel S. 1946- (DE-588)131577492 edt International Conference on Machine Learning and Cybernetics 4 2005 Kanton, Stadt Sonstige (DE-588)6047324-1 oth Lecture notes in computer science 3930 : Lecture notes in artificial intelligence (DE-604)BV000000607 3930 text/html http://deposit.dnb.de/cgi-bin/dokserv?id=2786206&prov=M&dok_var=1&dok_ext=htm Inhaltstext Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014847599&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
spellingShingle | Advances in machine learning and cybernetics 4th international conference ; revised selected papers Lecture notes in computer science Künstliche Intelligenz (DE-588)4033447-8 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
subject_GND | (DE-588)4033447-8 (DE-588)4193754-5 (DE-588)1071861417 |
title | Advances in machine learning and cybernetics 4th international conference ; revised selected papers |
title_auth | Advances in machine learning and cybernetics 4th international conference ; revised selected papers |
title_exact_search | Advances in machine learning and cybernetics 4th international conference ; revised selected papers |
title_exact_search_txtP | Advances in machine learning and cybernetics 4th international conference ; revised selected papers |
title_full | Advances in machine learning and cybernetics 4th international conference ; revised selected papers ICMLC 2005, Guangzhou, China, August 18 - 21, 2005. Daniel S. Yeung ... (ed.) |
title_fullStr | Advances in machine learning and cybernetics 4th international conference ; revised selected papers ICMLC 2005, Guangzhou, China, August 18 - 21, 2005. Daniel S. Yeung ... (ed.) |
title_full_unstemmed | Advances in machine learning and cybernetics 4th international conference ; revised selected papers ICMLC 2005, Guangzhou, China, August 18 - 21, 2005. Daniel S. Yeung ... (ed.) |
title_short | Advances in machine learning and cybernetics |
title_sort | advances in machine learning and cybernetics 4th international conference revised selected papers |
title_sub | 4th international conference ; revised selected papers |
topic | Künstliche Intelligenz (DE-588)4033447-8 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
topic_facet | Künstliche Intelligenz Maschinelles Lernen Konferenzschrift 2005 Kanton Stadt |
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volume_link | (DE-604)BV000000607 |
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