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Foundations of Intelligent Systems: Proceedings of the Sixth International Conference on Intelligent Systems and Knowledge Engineering, Shanghai, China, Dec 2011 (ISKE 2011) 2012 [Mīkstie vāki]

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  • Formāts: Paperback / softback, 754 pages, height x width: 235x155 mm, weight: 1165 g, 292 Illustrations, black and white; XXX, 754 p. 292 illus., 1 Paperback / softback
  • Sērija : Advances in Intelligent and Soft Computing 122
  • Izdošanas datums: 07-Dec-2011
  • Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • ISBN-10: 3642256635
  • ISBN-13: 9783642256639
  • Mīkstie vāki
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  • Formāts: Paperback / softback, 754 pages, height x width: 235x155 mm, weight: 1165 g, 292 Illustrations, black and white; XXX, 754 p. 292 illus., 1 Paperback / softback
  • Sērija : Advances in Intelligent and Soft Computing 122
  • Izdošanas datums: 07-Dec-2011
  • Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • ISBN-10: 3642256635
  • ISBN-13: 9783642256639
Proceedings of the Sixth International Conference on Intelligent System and Knowledge Engineering presents selected papers from the conference ISKE 2011, held December 15-17 in Shanghai, China. This proceedings doesn't only examine original research and approaches in the broad areas of intelligent systems and knowledge engineering, but also present new methodologies and practices in intelligent computing paradigms. The book introduces the current scientific and technical advances in the fields of artificial intelligence, machine learning, pattern recognition, data mining, information retrieval, knowledge-based systems, knowledge representation and reasoning, multi-agent systems, natural-language processing, etc. Furthermore, new computing methodologies are presented, including cloud computing, service computing and pervasive computing with traditional intelligent methods. The proceedings will be beneficial for both researchers and practitioners who want to utilize intelligent methods in their specific research fields. Dr. Yinglin Wang is a professor at the Department of Computer Science and Engineering, Shanghai Jiao Tong University, China; Dr. Tianrui Li is a professor at the School of Information Science and Technology, Southwest Jiaotong University, China.
Invited Talks
User-Centric Models of Temporal and Spatiotemporal Data: A Perspective of Granular Computing xxiii
Witold Pedrycz
Intelligent Social Network Modeling xxv
Ronald R. Yager
What is Your Software Worth? xxvii
Gio Wiederhold
Personalized Recommender Systems for e-Government and e-Business Intelligence xxix
Jie Lu
Part I Artificial Intelligence
Efficient Closed Iterative Patterns Mining Algorithm via Prime-Block Encoding
3(10)
Zhixin Ma
Zhe Ding
Yusheng Xu
Pool-Based Active Learning with Query Construction
13(10)
Shanhong Zhang
Jian Yin
Weizhao Guo
The Research of Soft Measurement Method Based on Sintering Process Permeability Index
23(6)
Jinyu Teng
Xiaoxin Zhang
A Neighborhood Preserving Based Semi-supervised Dimensionality Reduction Method for Cancer Classification
29(10)
Xianfa Cai
Jia Wei
Guihua Wen
Jie Li
A Layered Model of Artificial Emotion Merging with Attitude
39(10)
Qijun Luo
Ang Zhao
Hongxiang Zhang
Fast Extraction Strategy of Support Vector Machines
49(6)
Wei Wu
Qiang Yang
Wenjun Yan
A Local Feature Selection Approach for Clustering
55(8)
Bing Gui
Semantics-Preserving Fusion of Structures of Probabilistic Graphical Models
63(6)
Kun Yue
Yunlei Zhn
Kailin Tian
Weiyi Liu
A Hybrid Genetic Algorithm for Scheduling and Selecting a Project Portfolio
69(8)
Bo Shi
Hang Wang
Lu Qi
Tibetan Processing Key Technology Research for Smart Mobile Phone Based on Symbian
77(8)
Nyima Trashi
Qun Nuo
Yong Tso
Pu Dun
Gama Zhaxi
Niluo Qiongda
PCNN Automatic Parameters Determination in Image Segmentation Based on the Analysis of Neuron Firing Time
85(8)
Xiangyu Deng
Yide Ma
Messy Genetic Algorithm for the Optimum Solution Search of the HTN Planning
93(6)
Jiangfeng Luo
Cheng Zhu
Weiming Zhang
Research on Rule-Based Reasoning Methods Oriented on Information Resource Ontology
99(6)
Gang Liu
Lifu Feng
Ying Liu
Zheng Wang
Generating Descriptions of Incomplete City-Traffic States with Agents
105(10)
Grzegorz Popek
Ryszard Kowalczyk
Radoslaw P. Katarzyniak
Target Factor Algorithm of PSC Ship-Selecting System Based on Rough Set Theory and Hierarchic Analysis
115(6)
Zhonghua Sun
Tingting Yang
Route Planning Based on Combination of Artificial Immune Algorithm and Ant Colony Algorithm
121(10)
Qingfeng Wang
Yuhui Wang
Hyperspectral Image Classification Using Support Vector Machines with an Efficient Principal Component Analysis Scheme
131(10)
Pinliang Dong
Jianguo Liu
A Practicable Heuristic Attributes Reduction Algorithm for Ordered Information Systems
141(10)
Wei Li
Feng Liu
Zhi-hong Zhao
An Improved Abrams-Strogatz Model Based Protocol for Agent Competition and Strategy Designing
151(8)
Cunhua Li
Yun Hu
Lanlan Sun
α-Quasi-Lock Semantic Resolution Method for Linguistic Truth-Valued Lattice-Valued Propositional Logic LV(nx2)P(X)
159(12)
Xiaomei Zhong
Jun Liu
Shuwei Chen
Yang Xu
A Real-Time Software GPS Receiver Based on MAX2769
171(10)
Xiao Xu
Yijin Chen
Duality in Lattice Implication Algebra
181(10)
Li Zhao
Yang Xu
Kernel Construction via Generalized Eigenvector Decomposition
191(10)
Yong Liu
Shizhong Liao
Probabilistic Model Combination for Support Vector Machine Using Positive-Definite Kernel-Based Regularization Path
201(6)
Ning Zhao
Zhihui Zhao
Shizhong Liao
The Relationship of Filters in Lattice Implication Algebra
207(12)
Ruijuan Lv
Yang Xu
Effects of Vision Field on Evolution of Cooperation among Mobile Agents
219(10)
Wei-Ye Wang
Zhou Zhou
Xiao-Long Jiang
Deviating from Common Context in Individual Semiosis in Multi-Agent Systems
229(10)
Wojciech Lorkiewicz
Radoslaw Katarzyniak
Ryszard Kowalczyk
Active Discovery Based Query Federation over the Web of Linked Data
239(10)
Xuejin Li
Zhendong Niu
Chunxia Zhang
A Data Imputation Method with Support Vector Machines for Activity-Based Transportation Models
249(10)
Banghua Yang
Davy Janssens
Da Ruan
Mario Cools
Tom Bellemans
Geert Wets
The Study on Integer Overflow Vulnerability Detection in Binary Executables Based upon Genetic Algorithm
259(8)
Baojiang Cui
Xiaobing Liang
Jianxin Wang
Case-Based Reasoning Genetic Algorithm for Rectangle and Circle Packing Problem with Equilibrium Constraints
267(8)
Ziqiang Li
Meng-juan Dong
Feature Discriminability for Pattern Classification Based on Neural Incremental Attribute Learning
275(6)
Ting Wang
Sheng-Uei Guan
Fei Liu
Selective Ensemble Approach for Classification of Datasets with Incomplete Values
281(6)
Yan Wang
Yi Gao
Ruimin Shen
Fan Yang
Hesitant Fuzzy Linguistic Term Sets
287(10)
Rosa M. Rodriguez
Luis Martinez
Francisco Herrera
A Conceptual Model for Risk-Based Situation Awareness
297(10)
Mohsen Naderpour
Jie Lu
Etienne Kerre
On Partial Comparability and Fuzzy Preference-Aversion Models
307(10)
Camilo Franco
Javier Montero
J. Tinguaro Rodriguez
Honesty-Rate Measurement: A Novel Approach for the Fragile Trust Inside the DIDS
317(10)
Peijian Chen
Yuexiang Yang
Hailong Wang
Chuan Tang
Jie He
Using Cooperative Clustering to Solve Multiclass Problems
327(8)
Chuanhuan Yin
Shaomin Mu
Shengfeng Tian
Total Colorings of Planar Graphs with Maximum Degree Seven and without 3-Cycles Adjacent to 5-Cycles
335(8)
Guangde Liu
Bing Wang
Jian-liang Wu
A Meta-Strategy for Coordinating of One-to-Many Negotiation over Multiple Issues
343(12)
Khalid Mansour
Ryszard Kowalczyk
Further Research of Generated Filters in Lattice Implication Algebra
355(10)
Ling Guo
Yang Xu
Shaokun Du
Dynamic Task Allocation and Action Coordination under Uncertain Environment
365(6)
Chengli Liu
Wei Zeng
Hongtao Zhou
Lei Cao
Yang Yang
Representation and Acquisition of Feature Value of Learner Model in Adaptive Learning System
371(8)
Bing Jia
Yongjian Yang
Jun Zhang
MP-IR: A Market-Oriented Mobile Agents System for Distributed Information Retrieval
379(12)
Djamel Eddine Menacer
Habiba Drias
Christophe Sibertin-Blanc
Framework for Goal-Driven Negotiation Process
391(10)
Ying Lei
Inconsistency in Multi-Agent Systems
401(14)
Du Zhang
Part II Pattern Recognition, Image and Video Processing
Emotional Speech Recognition Based on Syllable Distribution Feature Extraction
415(6)
Haiying Zhang
Face Recognition Based on the Second-Generation Curvelet Transform Domain and KPCA
421(6)
Xian Wang
Xin Mu
Yan Zhang
Fangsheng Zhang
Marine Spill Oil SAR Image Segmentation Based on Maximum Entropy and CV Model
427(10)
Yang Ji
Yiquan Wu
Yi Shen
Multilevel Thresholding Based on Exponent Gray Entropy and Niche Chaotic Particle Swarm Optimization
437(8)
Yi Shen
Yiquan Wu
Yang Ji
Learning Bag-of-Words Models Using Sparse Partial Least Squares
445(12)
Jingneng Liu
Guihua Zeng
Blind Watermark Algorithm Based on QR Barcode
457(6)
Meifeng Gao
Bing Sun
Cloth Pattern Simulation Based on a 1/f Noise Method
463(6)
Beibei Li
Zhihong Zhao
An Anti-noise Determination on Fractal Dimension for Digital Images
469(6)
Ying Shi
Shu Cheng
Shuhai Quan
Ting Bai
A Spectral Matching for Shape Retrieval Using Pairwise Critical Points
475(8)
Zhen Pan
Guoqiang Xiao
Kai Chen
Zhenghao Li
Skew Detection of Fabric Images Based on Edge Detection and Projection Profile Analysis
483(6)
Zhoufeng Liu
Jie Huang
Chunlei Li
Improved Algorithm of Separation and Identification of Touching Kernels and Foreign Materials in Digital Images
489(6)
Zhining Liu
Lei Yan
Object Detection Based on Multiclass Discriminative Field
495(6)
Xiaofeng Zhang
Qiaoyu Sun
Yue Lu
Co-processing Method for Automotive Vibration Signals on JBeam
501(6)
Guofeng Qin
Minhu Fan
Qiyan Li
A Method of Image Segmentation Based on Improved Adaptive Genetic Algorithm
507(10)
Wenjiao Yu
Mengxing Huang
Donghai Zhu
Xuegang Li
Resistance Identifier Recognition Based on Wavelet Transform and LBP Operator
517(10)
Chong-quan Zhong
Yan-dong Zhu
Image Processing Methods for V-Shape Weld Seam Based on Laser Structured Light
527(10)
Tao Qin
Ke Zhang
Jingyu Deng
Xin Jin
Melon Image Segmentation Based on Prior Shape LCV Model
537(10)
Yubin Miao
Qiang Zhu
An Improved Method for Terrain Mapping from Descent Images
547(10)
Xiaoliang Xue
Cai Meng
Yang Jia
Best View Selection of 3D Object Based on Sample Learning
557(6)
Zhi Liu
Yipan Feng
Qihua Chen
Xiang Pan
An Improved Retina Modeling for Varying Lighting Face Recognition
563(6)
Yong Cheng
Yingkun Hou
Zuoyong Li
Automated Object Length Measurement Applied to AFM, STM and TEM Images Based on the Snake Model
569(6)
Leandro Marturelli
Lilian Costa
Geraldo Cidade
Automatic Smudge Cell Recognition Based on Unimodal Region and Weak Edge Features
575(6)
Guohui Qiao
Minglei Sun
Guanghua Zong
Fanggu Wu
Suling Huang
Shichuan Tang
Recognition of Touching Erythrocytes via Contour Radial Uniformity and Sector Region Distribution Features
581(10)
Minglei Sun
Di Wang
Wen Wen
Rong Zhang
Shichuan Tang
Bin Zhang
A Continuation Log-Barrier Method for e1_regularized Least Square
591(12)
Min Zhang
Dongfang Chen
Use of Imaging Techniques to Obtain 3D Models of Small Insects
603(10)
Franxavier Centeno
Angela Lopez Benitez
Carles Domenech
Francesc Perez-Rafols
Joaquim Lloveras Macia
Affine Object Tracking Using Kernel-Based Region Covariance Descriptors
613(12)
Bo Ma
Yuwei Wu
Fengyan Sun
A Pulmonary Nodules Detection Method Using 3D Template Matching
625(10)
Ting Gao
Xiwen Sun
Yuanjun Wang
Shengdong Nie
An Improved Iterative Binary Coloring Procedure for Color Image Segmentation
635(6)
Javier Montero
Susana Munoz
Daniel Gomez
Moving Objects Detection Using Adaptive Region-Based Background Model in Dynamic Scenes
641(12)
Lin Gao
Yong Fan
Niannian Chen
Yufeng Li
Xiaorong Li
New Shape-from-Shading Method with Near-Scene Point Lighting Source Condition
653(12)
Lei Yang
Shiwei Ma
Bo Tian
Mixture of Subspace Learning with Adaptive Dimensionality: A Self-Organizing Approach
665(8)
Huicheng Zheng
Dialect Identification Based on S-Transform and Singular Value Decomposition
673(6)
Yan He
Fengqin Yu
Local Structure Recognition of Point Cloud Using Sparse Representation
679(6)
Pei Luo
Zhuangzhi Wu
Teng Ma
Pyroelectric Infrared Sensors for Human Identification Using Non-negative Matrix Factorization and BP Neural Network
685(6)
Ning Zhao
Fangmin Li
Sheng Wang
Bimodal Emotion Recognition Based on Speech Signals and Facial Expression
691(6)
Binbin Tu
Fengqin Yu
Memory-Based Multi-camera Handover with Non-overlapping Fields of View
697(8)
Xiaoyan Sun
Faliang Chang
Jiangbao Li
The Face Recognition Algorithm Based on Curvelet Transform and CSVD
705(10)
Shulin Song
Yan Zhang
Xian Wang
Xin Mu
Background Modeling for Fire Detection
715(6)
Yan Yang
Xiaopeng Hu
Chaofei Zhang
Yi Sun
Research on the Technology of Video Semantic Retrieval Based on Structured Semantic Strings
721(10)
Jing Yuan
Quan Zheng
Zhijun Sun
Song Wang
Color Image Segmentation Algorithm Based on Affinity Propagation Clustering
731(12)
Lei Wang
Lin Zhang
Part III Cognitive Science and Brain-Computer Interface
A EEG-Based Brain Computer Interface System towards Applicable Vigilance Monitoring
743(8)
Hongfei Ji
Jie Li
Lei Cao
Daming Wang
Author Index 751
Yinglin Wang is a professor at the Department of Computer Science and Engineering, Shanghai Jiao Tong University. He received a PhD in 1998 from Department of Computer Science and Technology, Nanjing University of Science and Technology. His major research interests lie in the areas of knowledge engineering, software engineering, intelligent information processing and service computing. He has supervised 16 government funded research projects and industrial projects in knowledge management and information systems. He has taught courses of data mining, machine learning, data structure and programming methodologies for many years. He has published over 80 research papers in journals and conference proceedings, published 1 book, and edited 2 international conference proceedings. He has chaired serveral the international conferences and workshops, such as PIC 2010, ICIS 2010, ICIS 2009, and NPC 2008 Workshop, etc.

Tianrui Li is a professor at the School of Information Science and Technology, Southwest Jiaotong University. He got his PhD in 2001 from Computer and Communication Engineering School, Southwest Jiaotong University. He worked in the Belgian Nuclear Research Centre as a Post doctorate researcher in 2005. His research fields includes intelligent information processing, data mining, mathematical modeling, could computing etc. He has taught courses of data mining, computing intelligence, discrete mathematics, and mathematical modeling for several years. He has published 90 research papers in journals and conference proceedings, edited 2 books, and 3 special issues of international journals.