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1.

電子ブック

EB
Rongbo; Zhang, Yanchun; Liu, Baoxiang Zhu, Baoxiang Liu, Chunfeng Liu, Yanchun Zhang, Rongbo Zhu
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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2.

電子ブック

EB
Guandong Xu, Lin Li, Yanchun Zhang
出版情報: Springer eBooks Computer Science , Springer US, 2011
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目次情報: 続きを見る
Foundation / Part I:
Introduction / 1:
Background / 1.1:
Data Mining and Web Mining / 1.2:
Web Community and Social Network Analysis / 1.3:
Characteristics of Web Data / 1.3.1:
Web Community / 1.3.2:
Social Networking / 1.3.3:
Summary of Chapters / 1.4:
Audience of This Book / 1.5:
Theoretical Backgrounds / 2:
Web Data Model / 2.1:
Textual, Linkage and Usage Expressions / 2.2:
Similarity Functions / 2.3:
Correlation-based Similarity / 2.3.1:
Cosine-Based Similarity / 2.3.2:
Eigenvector, Principal Eigenvector / 2.4:
Singular Value Decomposition (SVD) of Matrix / 2.5:
Tensor Expression and Decomposition / 2.6:
Information Retrieval Performance Evaluation Metrics / 2.7:
Performance measures / 2.7.1:
Web Recommendation Evaluation Metrics / 2.7.2:
Basic Concepts in Social Networks / 2.8:
Basic Metrics of Social Network / 2.8.1:
Social Network over the Web / 2.8.2:
Algorithms and Techniques / 3:
Association Rule Mining / 3.1:
Association Rule Mining Problem / 3.1.1:
Basic Algorithms for Association Rule Mining / 3.1.2:
Sequential Pattern Mining / 3.1.3:
Supervised Learning / 3.2:
Nearest Neighbor Classifiers / 3.2.1:
Decision Tree / 3.2.2:
Bayesian Classifiers / 3.2.3:
Neural Networks Classifier / 3.2.4:
Unsupervised Learning / 3.3:
The k-Means Algorithm / 3.3.1:
Hierarchical Clustering / 3.3.2:
Density based Clustering / 3.3.3:
Semi-supervised Learning / 3.4:
Self-Training / 3.4.1:
Co-Training / 3.4.2:
Generative Models / 3.4.3:
Graph based Methods / 3.4.4:
Markov Models / 3.5:
Regular Markov Models / 3.5.1:
Hidden Markov Models / 3.5.2:
K-Nearest-Neighboring / 3.6:
Content-based Recommendation / 3.7:
Collaborative Filtering Recommendation / 3.8:
Memory-based collaborative recommendation / 3.8.1:
Model-based Recommendation / 3.8.2:
Social Network Analysis / 3.9:
Detecting Community Structure in Networks / 3.9.1:
The Evolution of Social Networks / 3.9.2:
Web Mining: Techniques and Applications / Part II:
Web Content Mining / 4:
Vector Space Model / 4.1:
Web Search / 4.2:
Activities on Web archiving / 4.2.1:
Web Crawling / 4.2.2:
Personalized Web Search / 4.2.3:
Feature Enrichment of Short Texts / 4.3:
Latent Semantic Indexing / 4.4:
Automatic Topic Extraction from Web Documents / 4.5:
Topic Models / 4.5.1:
Topic Models for Web Documents / 4.5.2:
Inference and Parameter Estimation / 4.5.3:
Opinion Search and Opinion Spam / 4.6:
Opinion Search / 4.6.1:
Opinion Spam / 4.6.2:
Web Linkage Mining / 5:
Web Search and Hyperlink / 5.1:
Co-citation and Bibliographic Coupling / 5.2:
Co-citation / 5.2.1:
Bibliographic Coupling / 5.2.2:
PageRank and HITS Algorithms / 5.3:
PageRank / 5.3.1:
HITS / 5.3.2:
Web Community Discovery / 5.4:
Bipartite Cores as Communities / 5.4.1:
Network Flow/Cut-based Notions of Communities / 5.4.2:
Web Community Chart / 5.4.3:
Web Graph Measurement and Modeling / 5.5:
Graph Terminologies / 5.5.1:
Power-law Distribution / 5.5.2:
Power-law Connectivity of the Web Graph / 5.5.3:
Bow-tie Structure of the Web Graph / 5.5.4:
Using Link Information for Web Page Classification / 5.6:
Using Web Structure for Classifying and Describing Web Pages / 5.6.1:
Using Implicit and Explicit Links for Web Page Classification / 5.6.2:
Web Usage Mining / 6:
Modeling Web User Interests using Clustering / 6.1:
Measuring Similarity of Interest for Clustering Web Users / 6.1.1:
Clustering Web Users using Latent Semantic Indexing / 6.1.2:
Web Usage Mining using Probabilistic Latent Semantic Analysis / 6.2:
Probabilistic Latent Semantic Analysis Model / 6.2.1:
Constructing User Access Pattern and Identifying Latent Factor with PLSA / 6.2.2:
Finding User Access Pattern via Latent Dirichlet Allocation Model / 6.3:
Latent Dirichlet Allocation Model / 6.3.1:
Modeling User Navigational Task via LDA / 6.3.2:
Co-Clustering Analysis of weblogs using Bipartite Spectral Projection Approach / 6.4:
Problem Formulation / 6.4.1:
An Example of Usage Bipartite Graph / 6.4.2:
Clustering User Sessions and Web Pages / 6.4.3:
Web Usage Mining Applications / 6.5:
Mining Web Logs to Improve Website Organization / 6.5.1:
Clustering User Queries from Web logs for Related Query / 6.5.2:
Using Ontology-Based User Preferences to Improve Web Search / 6.5.3:
Social Networking and Web Recommendation: Techniques and Applications / Part III:
Extracting and Analyzing Web Social Networks / 7:
Extracting Evolution of Web Community from a Series of Web Archive / 7.1:
Types of Changes / 7.1.1:
Evolution Metrics / 7.1.2:
Web Archives and Graphs / 7.1.3:
Evolution of Web Community Charts / 7.1.4:
Temporal Analysis on Semantic Graph using Three-Way Tensor Decomposition / 7.2:
Algorithms / 7.2.1:
Examples of Formed Community / 7.2.3:
Analysis of Communities and Their Evolutions in Dynamic Networks / 7.3:
Motivation / 7.3.1:
Algorithm / 7.3.2:
Community Discovery Examples / 7.3.4:
Socio-Sense: A System for Analyzing the Societal Behavior from Web Archive / 7.4:
System Overview / 7.4.1:
Web Structural Analysis / 7.4.2:
Web Temporal Analysis / 7.4.3:
Consumer Behavior Analysis / 7.4.4:
Web Mining and Recommendation Systems / 8:
User-based and Item-based Collaborative Filtering Recommender Systems / 8.1:
User-based Collaborative Filtering / 8.1.1:
Item-based Collaborative Filtering Algorithm / 8.1.2:
Performance Evaluation / 8.1.3:
A Hybrid User-based and Item-based Web Recommendation System / 8.2:
Problem Domain / 8.2.1:
Hybrid User and Item-based Approach / 8.2.2:
Experimental Observations / 8.2.3:
User Profiling for Web Recommendation Based on PLSA and LDA Model / 8.3:
Recommendation Algorithm based on PLSA Model / 8.3.1:
Recommendation Algorithm Based on LDA Model / 8.3.2:
Combing Long-Term Web Achieves and Logs for Web Query Recommendation / 8.4:
Combinational CF Approach for Personalized Community Recommendation / 8.5:
CCF: Combinational Collaborative Filtering / 8.5.1:
C-U and C-D Baseline Models / 8.5.2:
CCF Model / 8.5.3:
Conclusions / 9:
Summary / 9.1:
Future Directions / 9.2:
References
Foundation / Part I:
Introduction / 1:
Background / 1.1:
3.

電子ブック

EB
Yanchun Zhang, Baoxiang Liu, Chunfeng Liu Rongbo Zhu, Baoxiang Liu, Chunfeng Liu, Yanchun Zhang, Rongbo Zhu
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Trusted and Pervasive Computing
An Novel Encryption Protocol for Mobile Data Synchronization Based on SyncML / Chao Jiang ; Meina Song ; Ke Liu ; Ke Xu
Identity-Based Sanitizable Signature Scheme in the Standard Model / Yang Ming ; Xiaoqin Shen ; Yamian Peng
Service-Based Public Interaction Framework for Pervasive Computing / Tao Wang ; Yunxiang Ling ; Guohua Zhang ; Huxiong Liao
Analysis on Farmers' Willingness to Participate in Skill Training for Off-farm Employment and Its Factors - The Case of Ya'an City of Sichuan Province, China / Xinhong Fu ; Xiang Li ; Wenru Zang ; Hong Chi
Bayesian Decision Model Based on Probabilistic Rough Set with Variable Precision / Lihong Li ; Jinpeng Wang ; Junna Jiang
The Optimization Model of Hospital Sick Beds' Rational Arrangements / Yajun Guo ; Jinran Wang ; Xiaoyun Yue ; Shangqin He ; Xiaohua Zhang
Scientific and Engineering Computing
Inverse Eigenvalue Problem for Real Five-Diagonal Matrices with Proportional Relation / Mingxing Tian ; Zhibin Li
On the Ruin Problem in an Erlang(2) Risk Model with Delayed Claims / Wei Zou ; Jie-hua Xie
Algorithm for Solving the Complex Matrix Equation AX - XB = C / Chunyan He ; Wanjin Lv ; Sen Yu ; Wei Cheng ; Lianggui feng
Research and Application of Fuzzy Comprehensive Evaluation of the Optimal Weight Inverse Problem / Zhendong Li ; Xufang Mu
A New Boussinesq-Based Constructive Method and Application to (2+1) Dimensional KP Equation / Chuanan Wei ; Dianxuan Gong ; Li Yin ; Zhen Wang
Some Properties of a Right Twisted Smash Product A*H over Weak Hopf Algebras / Yan Yan ; Nan Ji ; Lihui Zhou ; Qiuna Zhang
Application of New Finite Volume Method (FVM) on Transient Heat Transferring / Yuehong Wang ; Yueping Qin ; Jiuling Zhang
Applications of Schouten Tensor on Conformally Symmetric Riemannie Manifold / Yuanyuan Luo
Area of a Special Spherical Triangle / Xiaohui Hao ; Manfu Yan ; Xiaona Lu
Parallel and Distributed Computing
A Parallel Algorithm for SVM Based on Extended Saddle Point Condition / Xiaorui Li ; Congying Han ; Guoping He
CPN Tools' Application in Verification of Parallel Programs / Lulu Zhu ; Weiqin Tong ; Bin Cheng
The Study on Digital Service System of Community Educational Resources Based on Distributed Technology / Jiejing Cheng ; Jingjing Huang ; Xiaoxiao Liu
Research into ILRIP for Logistics Distribution Network of Deteriorating Item Based on JITD / Xiang Yang ; Hanwu Ma ; Dengfan Zhang
Overview on Microgrid Research and Development / Jimin Lu ; Ming Niu
Research on Cluster and Load Balance Based on Linux Virtual Server / Qun Wei ; Guangli Xu ; Yuling Li
Acceleration of Algorithm for the Reduced Sum of Two Divisors of a Hyperelliptic Curve / Xiuhuan Ding
Multimedia Networking and Computing
A Nonlinear Camera Calibration Method Based on Area / Wei Li ; Xiao-Jun Tong ; Hai-Tao Gan
Cost Aggregation Strategy for Stereo Matching Based on a Generalized Bilateral Filter Model / Li Li ; Cai-Ming Zhang ; Hua Yan
Stocks Network of Coal and Power Sectors in China Stock Markets / Wangsen Lan ; Guohao Zhao
An Cross Layer Algorithm Based on Power Control for Wireless Sensor Networks / Yong Ding ; Zhou Xu ; Lingyun Tao
The Research of Mixed Programming Auto-Focus Based on Image Processing / Shuang Zhang ; Jin-hua Liu ; Shu Li ; Gang Jin ; Yu-ping Qin ; Jing Xiao ; Tao An
The Optimization of Route Design for Grouping Search / Xiujun Wu
AOV Network-Based Experiment Design System for Oil Pipeline-Transportation Craftwork Evaluation / Guofeng Xu ; Zhongxin Liu ; Zengqiang Chen
Model and Simulation of Slow Frequency Hopping System Using Signal Progressing Worksystem
Internet and Web Computing
Insight to Cloud Computing and Growing Impacts / Chen-shin Chien ; Jason Chien
Using Semantic Web Techniques to Implement Access Control for Web Service / Zhengqiu He ; Kangyu Huang ; Lifa Wu ; Huabo Li ; Haiguang Lai
An Quadtree Coding in E-chart / Zhong-jie Zhang ; Xian Wu ; De-peng Zhao ; De-qiang Wang
Study on Applying Vector Representation Based on Lab VIEW to the Computing between Direct Lattice and Reciprocal Lattice / Yingshan Cui ; Xiaoli Huang ; Lichuan Song ; Jundong Zhu
Test and Implement of a Parallel Shortest Path Calculation System for Traffic Network / Lin Zhang ; Zhaosheng Yang ; Hongmei Jia ; Bin Wang ; Guang Chen
Controlling Web Services and 802.11 Mesh Networks
Intelligent Computing and Applications
Numeric Simulation for the Seabed Deformation in the Process of Gas Hydrate Dissociated by Depressurization / Zhenwei Zhao ; Xinchun Shang
Control for Mechatronic Systems / Yanjuan Zhang ; Chenxia Zhao ; Jinying Zhang ; Huijuan Zhao
Optimization of Acylation of Quercetin Using Response Surface Methodology / Qianqian Jin ; Duanji Wan ; Yuzhen Chen ; Ye Li
An Empirical Analysis on the Diffusion of Local Telephone Diffusion in China / Zhigao Liao ; Jiuping Xu ; Guiyun Xiang
The Fee-Based Agricultural Information Service: An Analysis of Farmers' Willingness to Pay and Its Influencing Factors / Yong Jiang ; Fang Wang ; Wenxiu Zhang ; Gang Fu
Research on Belt Conveyor Monitoring and Control System / Shasha Wang ; Weina Guo ; Wu Wen ; Ruihan Chen ; Ting Li ; Fang Fang
Distribution of the Stress of Displacement Field during Residual Slope in Residual Ore Mining Based on the Computer Simulation System / Zhiqiang Kang ; Yanhu Xu ; Fuping Li ; Yanbo Zhang ; Ruilong Zhou
Numerical Simulation on Inert Gas Injection Applied to Sealed Fire Area / Xinquan Zhou ; Wu Gong
AUTO CAD Assisted Mapping in Building Design / Wenshan Lian ; Li Zhu
The OR Data Complement Method for Incomplete Decision Tables / Jun Xu ; Yafeng Yang ; Baoxiang Liu
Comprehensive Evaluation of Banking Sustainable Development Based on Entropy Weight Method / Donghua Wang ; Baofeng Li
Fitting with Interpolation to Resolve the Construction of Roads in Mountains / Xiaojing Yang ; Yacai Guo
Response Spectrum Analysis of Surface Shallow Hole Blasting Vibration / Chao Chen ; Yabin Zhang ; Guobin Yan
Evolutionary Computing and Applications
Iterative Method for a Class of Linear Complementarity Problems / Longquan Yong
A Hybrid Immune Algorithm for Sequencing the Mixed-Model Assembly Line with Variable Launching Intervals / Ran Liu ; Peihuang Lou ; Dunbing Tang ; Lei Yang
A Cooperative Coevolution UMDA for the Machine-Part Cell Formation / Qingbin Zhang ; Bo Liu ; Boyuan Ma ; Song Wu ; Yuanyuan He
Hardware Implementation of RBF Neural Network on FPGA Coprocessor / Zhi-gang Yang ; Jun-lei Qian
Prediction on Development Status of Recycle Agriculture in West China Based on Artificial Neural Network Model / Hongan Xiao
An Improved Particle Swarm Optimization Algorithm for Vehicle Routing Problem with Simultaneous Pickup and Delivery / Rong Wei ; Tongliang Zhang ; Hui Tang
Optimizing Particle Swarm Optimization to Solve Knapsack Problem / Yanbing Liang ; Linlin Liu ; Dayong Wang ; Ruijuan Wu
BP Neural Network Sensitivity Analysis and Application / Jianhui Wu ; Gouli Wang ; Sufeng Yin ; Liqun Yu
Data Distribution Strategy Research Based on Genetic Algorithm / Mingjun Wei ; Chaochun Xu
Water Pollution Forecasting Model of the Back-Propagation Neural Network Based on One Step Secant Algorithm / Xuezhi Mao ; Xiaoqing Lei
Computational Statistics and Applications
Passive Analysis and Control for Descriptor Systems / Chunyan Ding ; Qin Li
Study of Bird's Nest Habit Based on Variance Analysis / Yong-qvan Dong ; Cui-lan Mi
Finite p-groups Which Have Many Normal Subgroups / Xiaoqiang Guo ; Qiumei Liu ; Shiqiu Zheng ; Lichao Feng
Cubic NUREBS Interpolation Curves and Its Convexity / Lijuan Chen ; Xiaoxiang Zhang ; Mingzhu Li
Optimal Dividend Problem for the Compound Binomial Model with Capital Injections / Yah He ; Xiuping Zhao
The Research of Logical Operators Based on Rough Connection Degree
A Result Related to Double Obstacle Problems / Xiujuan Xu ; Yuxia Tong
Properties of Planar Triangulation and Its Application / Ling Wang ; Kaili Wang ; Yuhuan Cui
Author Index
Trusted and Pervasive Computing
An Novel Encryption Protocol for Mobile Data Synchronization Based on SyncML / Chao Jiang ; Meina Song ; Ke Liu ; Ke Xu
Identity-Based Sanitizable Signature Scheme in the Standard Model / Yang Ming ; Xiaoqin Shen ; Yamian Peng
4.

電子ブック

EB
Yanchun; Cuzzocrea, Alfredo; Ma, Jianhua; Chung, Kyo-Il ; Song, Xiaofeng Zhang, Tughrul Arslan, Kyo-il Chung, Alfredo Cuzzocrea, Jianhua Ma, Xiaofeng Song, Yanchun Zhang
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Particle Swarm Optimization for Digital Image Watermarking / Hai Tao ; Jasni Mohamad Zain ; Ahmed N. Abd Alla ; Qin Hongwu
A Hardware Design for Portable Continuous Wave Diffuse Optical Tomography / Shih Kang ; Shih-Yang Wu ; Chih-Chung Fu ; Ericson Chua ; Yuan-Huang Hsu ; Wai-Chi Fang
An XML-Based Data Model for Moving Object Database / Xiajun Jiang ; Yuping Zhang ; Dechang Pi
Improving Response Time, Availability and Reliability through Asynchronous Replication Technique in Cluster Architecture of Web Server Cluster / Aznida Hayati Zakaria ; Wan Suryani Wan Awang ; Zarina Mohamad ; Ahmad Nazari Mohd Rose ; Mustafa Mat Deris
Change Detection in Ontology Versioning: A Bottom-Up Approach by Incorporating Ontology Metadata Vocabulary / Heru-Agus Santoso ; Su-Cheng Haw ; Chien-Sing Lee
Controlling Multi Algorithms Using Round Robin for University Course Timetabling Problem / Khalid Shaker ; Salwani Abdullah
Strategy Modeling and Classifier Training for Share Trading / Yain-Whar Si ; Weng-Lon Lei ; Chi-Chong Chiu
BT+-tree: A New Index for Temporal Information in Web Pages / Hong Chen ; Qiang Li ; Peiquan Jin
Rough Set Approximations on Granular Structures and Feature Characterizations / Tong-Jun Li ; Yan-Ling Jing
Recursive Query Facilities in Relational Databases: A Survey / Piotr Przymus ; Aleksandra Boniewicz ; Marta Burzanska ; Krzysztof Stencel
Semantic Constraint-Based XML Updating / Md. Sumon Shahriar ; Jixue Liu
Coupling Ontology with Rule-Based Theorem Proving for Knowledge Representation and Reasoning / Xiuqin Zhong ; Hongguang Fa ; Yan Jiang
On Defining Functional Dependencies in XML Schema / Haitao Chen ; Husheng Liao ; Zengqi Gao
The Lower and the Upper Systems of Rules in Tables with Missing Values / Hiroshi Sakai ; Michinori Nakata ; Dominik Slezak
Data Warehouse Discovery Framework: The Foundation / Cas Apanowicz
Data Warehouse Discovery Framework: The Case Study
An Elitist-Ant System for Solving the Post-Enrolment Course Timetabling Problem / Ghaith M. Jaradat ; Masri Ayob
An Improved Back Propagation Neural Network Algorithm on Classification Problems / Nazri Mohd Nawi ; R.S. Ransing ; Mohd Najib Mohd Salleh ; Rozaida Ghazali ; Norhamreeza Abdul Hamid
Great Deluge Algorithm for Rough Set Attribute Reduction / Najmeh Sadat Jaddi
Syntactic Reordering for Arabic-English Phrase-Based Machine Translation / Arwa Hatem ; Nazlia Omar
The Concept of Indiscernibility Level of Rough Set to Reduce the Dendrogram Instability / R.B. Fajriya Hakim ; Subanar ; Edi Winarko
Dual Quorum Replication (DQR): A Protocol for Data Replication in Data Grid / Rohaya Latip ; Aminah Hidayah Mohamad Ariff
Fingerprint Area Detection in Fingerprint Images Based on Enhanced Gabor Filtering / Michal Dolezel ; Dana Hejtmankova ; Christoph Busch ; Martin Drahansky
Portable Brain-Heart Monitoring System / Chiu-Kuo Chen ; Shao-Yen Tseng
Dermatologic Diseases and Fingerprint Recognition / Eva Brezinova ; Filip Orsag
Changes in Cognitive Performance Due to Three Types of Emotional Tension / Mi-Hyun Choi ; Su-Jeong Lee ; Jae- Woong Yang ; Ji-Hye Kim ; Jin-Seung Choi ; Jang-Yeon Park ; Jae-Hoon Jun ; Gye-Rae Tack ; Dae-Woon Lim ; Soon-Cheol Chung
Amino Acid Substitution Positions on the VP7 and NSP4 Molecules of Rotavirus Circulating in China / Xiaofeng Song ; Yan Hao ; Ping Han
A Time-Frequency HRV Processor Using Windowed Lomb Periodogram / Shao- Yen Tseng ; Wai- Chi Fang
Molecular Markers Associated with Low Temperature Tolerance in Winter Wheat / Alireza Taleei ; Reza Gholi Mirfakhraee ; Mohsen Mardi ; Abbas Ali Zali ; Cyrus Mahfouzi
Improving the Ability of Mining for Multi-dimensional Data / Yong Shi ; Tyler Kling
Hospital RFID-Based Patient u-Healthcare Design over Wireless Medical Sensor Network / Randy S. Tolentino ; Sungwon Park
Author Index
Particle Swarm Optimization for Digital Image Watermarking / Hai Tao ; Jasni Mohamad Zain ; Ahmed N. Abd Alla ; Qin Hongwu
A Hardware Design for Portable Continuous Wave Diffuse Optical Tomography / Shih Kang ; Shih-Yang Wu ; Chih-Chung Fu ; Ericson Chua ; Yuan-Huang Hsu ; Wai-Chi Fang
An XML-Based Data Model for Moving Object Database / Xiajun Jiang ; Yuping Zhang ; Dechang Pi
5.

電子ブック

EB
Tai-hoon Kim, Hojjat Adeli, Tughrul Arslan, Kyo-il Chung, Alfredo Cuzzocrea, Jianhua Ma, Siti Mariyam, Xiaofeng Song, Yanchun Zhang
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2011
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6.

電子ブック

EB
Asia-Pacific Web Conference, Takeo Kanade, Yanchun Zhang, Katsumi Tanaka, Shan Wang, Jeffrey Xu Yu
出版情報: Springer eBooks Computer Science , Springer Berlin / Heidelberg, 2005
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7.

電子ブック

EB
Yanchun Zhang, Elisa Bertino, Guandong Xu, Ge Yu
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2008
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8.

電子ブック

EB
Karl Aberer, Takeo Kanade, Xuhui Li, Zhiyong Peng, Elke A. Rundensteiner, Yanchun Zhang
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2006
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9.

電子ブック

EB
Rongbo Zhu, Takeo Kanade, Baoxiang Liu, Chunfeng Liu, Yanchun Zhang
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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目次情報: 続きを見る
Parallel and Distributed Computing
A Non-strategic Microeconomic Model for Single-Service Multi-rate Application Layer Multicast / Morteza Analoui ; Mohammad Hossein Rezvani
Importance Measure Method for Dynamic Fault Tree Based on Isomorphic Node / Hong-Lin Zhang ; Chun-Yuan Zhang ; Dong Liu ; Gui-Wu Xie
Shortages of the Traditional Calculation of Interference Intensity of the Control Rules / Zhigang Li ; Zhihai Wang ; Weijia Guo
Dynamic Data Replication Strategy Based on Federation Data Grid Systems / M. Zarina ; M. Mat Deris ; A.N.M.M. Rose ; A.M. Isa
A Novel Approach for QoS Guided Metascheduler for P2P Grid System / D. Doreen Hephzibah Miriam ; K.S. Easwarakumar
Failure Recovery Mechanism in Neighbor Replica Distribution Architecture / Ahmad Shutkri Mohd Noor ; Mustafa Mat Deris
Autonomous Discovery of Subgoals Using Acyclic State Trajectories / Zhao Jin ; Jian Jin ; WeiYi Liu
Numerical Computing and Forecasting to Land Subsidence in Coastal Regions of Tangshan / Jing Tan ; Zhigang Tao ; Changcun Li
Stochastic Newsboy Inventory Control Model and Its Solving on Multivariate Products Order and Pricing / Jixian Xiao ; Fangling Lu ; Xin Xiao
Grey Correlation Analysis on the Influential Factors the Hospital Medical Expenditure / Su-feng Yin ; Xiao-jing Wang ; Jian-hui Wu ; Guo-li Wang
Discrete Construction of Order-k Voronoi Diagram / Ye Zhao ; Shu-juan Liu ; Yi-li Tan
Trusted and Pervasive Computing
Double Verifiably Encrypted Signature-Based Contract Signing Protocol / Chaoping Wang ; Aimin Yang ; Yan Sun
Semantic Memory for Pervasive Architecture / Sébastian Dourlens ; Amar Ramdane-Cherif
Fair E-Payment Protocol Based on Certificateless Signature and Authenticated Key Exchange / Ming Chen ; Kaigui Wu ; Jie Xu
Short Signature from the Bilinear Pairing / Leyou Zhang ; Yupu Hu ; Qing Wu
The Construction of an Individual Credit Risk Assessment Method: Based on the Combination Algorithms / Jiajun Li ; Liping Qin ; Jia Zhao
Method for Evaluating QoS Trustworthiness in the Service Composition / Lei Yang ; Yu Dai ; Bin Zhang
Three-Party Password-Based Authenticated Key Exchange Protocol Based on Bilinear Pairings / Fushan Wei ; Chuangui Ma ; Qingfeng Cheng
Bayesian Network Based on FTA for Safety Evaluation on Coalmine Haulage System / Wensheng Liu ; Liwen Guo ; Ming Zhu
Internet and Web Computing
Multi-factor Evaluation Approach for Quality of Web Service / Qibo Sun ; Shangguang Wang ; Fangchun Yang
Execution-Aware Fault Localization Based on the Control Flow Analysis / Lei Zhao ; Lina Wang ; Zuoting Xiong ; Dongming Gao
The Influence of Cacheable Models on E-Voting Technology / Clien-shin Chien ; Jason Chien
An Efficient HybridFlood Searching Algorithm for Unstructured Peer-to-Peer Networks / Hassan Barjini ; Mohamed Othman ; Hamidah Ibrahim
Ontology Model for Semantic Web Service Matching / Jiaxuan Ji ; Fenglin Bu ; Hongming Cai ; Junye Wang
Approaches to Improve the Resources Management in the Simulator Cloudsim / Ghalem Belalem ; Fatima Zohra Tayeb ; Wieme Zaoui
Introducing a New Predicate Network Model Constructed Based on Null Hypothesis Testing for Software Fault Localization / Saeed Parsa ; Azam Peyvandi-Pour ; Mojtaba Vahidi-Asl
Multimedia Networking and Computing
Image Segmentation Based on FCM with Mahalanobis Distance / Yong Zhang ; Zhuoran Li ; Jingying Cai ; Jianying Wang
A Novel AHP and GRA Based Handover Decision Mechanism in Heterogeneous Wireless Networks / Jianqing Fu ; Jiyi Wu ; Jianlin Zhang ; Lingdi Ping ; Zhuo Li
Annotating Flickr Photos by Manifold-Ranking Based Tag Ranking and Tag Expanding / Zheng Liu ; Hua Yan
Application of Chaos in Network Video Security / Zhenxin Zhang ; Jigang Tong ; Zengqiang Chen ; W.H. Ip ; C. Y. Chan ; K.L. Yung
Integration of Complementary Phone Recognizers for Phonotactic Language Recognition / Yan Deng ; Weiqiang Zhang ; Yanmin Qian ; Jia Liu
Performance Analysis of IEEE 802.11a Based on Modified Markov Model in Non-saturation Conditions / Feng Gao ; Zehua Gao ; Liu Wen ; Yazhou Wang ; Jie Liu ; Dahsiung Hsu
Soft Set Theory for Feature Selection of Traditional Malay Musical Instrument Sounds / Norhalina Senan ; Roszinti Ibrahim ; Nazri Mohd Nawi ; Iwan Tri Riyadi Yanto ; Tutut Herawan
ETSA: An Efficient Task Scheduling Algorithm in Wireless Sensor Networks / Liang Dai ; Yilin Chang ; Zhang Shen
Comparing Fuzzy Algorithms on Overlapping Communities in Networks / Jian Liu
Color Image Segmentation Using Swarm Based Optimisation Methods / Salima Nebti
Adaptive Seeded Region Growing for Image Segmentation Based on Edge Detection, Texture Extraction and Cloud Model / Gang Li ; Youchuan Wan
Evolutionary Computing and Applications
A New Optimization Algorithm for Program Modularization / Amir Mehrabi-Jorshary ; Mohammad Hamzei
Self-organizing Learning Algorithm for Multidimensional Non-linear Optimization Applications / C.H. Zhou ; A.S. Xie ; B.H. Zhao
Research on Set Pair Cognitive Map Model / Chunying Zhang ; Jingfeng Guo
The Development of Improved Back-Propagation Neural Networks Algorithm for Predicting Patients with Heart Disease / Rozaida Ghazali ; Mohd Najib Mohd Salleh
Two-Stage Damage Detection Method Using the Artificial Neural Networks and Genetic Algorithms / Dan-Guang Pan ; Su-Su Lei ; Shun-Chuan Wu
Designing an Artificial Immune System-Based Machine Learning Classifier for Medical Diagnosis / Hui-Ping Cheng ; Zheng-Sheng Lin ; Hsiao-Fen Hsiao ; Ming-Lang Tseng
Human-Oriented Image Retrieval of Optimized Multi-feature via Genetic Algorithm / Mingsheng Liu ; Jianhua Li ; Hui Liu
Genetic Algorithm Based on Activities Resource Competition Relation for the RCPSP / Shiman Xie ; Beifang Bao ; Jianwei Chen
A New Flatness Pattern Recognition Model Based on Variable Metric Chaos Optimization Neural Network / Ruicheng Zhang ; Xin Zheng
Comparison between BP Neural Network and Multiple Linear Regression Method / Guoli Wang ; Jianhui Wu ; Sufeng Yin ; Liqun Yu ; Jing Wang
Research of Granularity Pair and Similar Hierarchical Algorithm / Chunjeng Liu ; Li Feng
The Research and Application of Parallel Generalized Minimal Residual Algorithm Based on Grid MPI Parallel Running Framework / Yun Tang ; Junsong Luo ; Yajuan Hao
Scientific and Engineering Computing
A New Family of Methods for Nonlinear Equations / Yuxin Zhang ; Hengfei Ding ; Wansheng He ; Xiaoya Yang
A Filter Method to Solve Nonlinear Bilevel Programming Problems / Jean Bosco Etoa Etoa
Convergence of the Semi-implicit Euler Method for Stochastic Age-Dependent Population Equations with Markovian Switching / Wei-jun Ma ; Qi-min Zhang
Interior Point Algorithm for Constrained Sequential Max-Min Problems / Xiaona Fan ; Qinglun Yan
Representations for the Generalized Drazin Inverse of Bounded Linear Operators / Li Guo ; Xiankun Du
Uniformity of Improved Versions of Chord / Jacek Cichon ; Rafat Kapelko ; Karol Marchwicki
Aggregate Homotopy Method for Solving the Nonlinear Complementarity Problem
A Biomathematic Models for Tuberculosis Using Lyapunov Stability Functions / Shih-Ching Ou ; Hung-Yuan Chung ; Chun-Yen Chung
Construction of Transition Curve between Nonadjacent Cubic T-B Spline Curves / Jincai Chang ; Zhao Wang
Finite Element Simulation of Reinforce-concrete Frame Beam to Resist Progressive Collapse / Jiarui Qi ; Youpo Su ; Yahui Sun ; Yousong Ding ; Lihui Ma
Recognition of Linkage Curve Based on Mathematical Morphology / Liyan Feng ; Teng Liu ; Xuegang Li ; Mingyu Tian
Interval Implicitization of Parametric Surfaces / Ning Li ; Jing Jiang ; Wenfeng Wang
Calculation Method of Indirect Accident Loss Based on Life Value / Shuzhao Chen ; Qingxiang Cai ; Yanchao Yang ; Cangyan Xiao
Hazard Source Identification of Mined-Out Area Based on Grey System Theory / Haibo Zhang ; Weidong Song
Intelligent Computing and Applications
Consistency Analysis of Dynamic Evolution of Software Architectures Using Constraint, Hypergraph Grammars / Hongzhen Xu ; Bin Tang ; Ying Gui
Scalable Model for Mining Critical Least Association Rules / Zailani Abdullah
Research on the Spatial Structure and Landscape Patterns for the Land Use in Beijing Suburb Based on RS & GIS / Yuyuan Wen
Adaptive Filter and Morphological Operators Using Binary PSO / Muhammad Sharif ; Mohsin Bilal ; Salabat Khan ; M. Arfan Jaffar
Driving Factors' Identification Based on Derivative Process of Subjective Default Credit Risk
Mechanical Behavior Analysis of CDIO Production-Blood Vessel Robot in Curved Blood Vessel / Fan Jiang ; Chunliang Zhang ; Yijun Wang
The Choice of Neuropathological Questionnaires to Diagnose the Alzheimer's Disease Based on Verbal Decision Analysis Methods / Isabelle Tamanini ; Plácido Rogério Pinheiro ; Mirian Calíope D. Pinheiro
Applying Verbal Decision Analysis on the Choice of Materials to the Construction Process of Earth Dams / Francisco Chagas da Silva Filho ; Moisés Ângelo de Moura Reis Filho
Research on Numerical Analysis of Landslide Cataclysm Mechanism and Reinforcement Treatment Scheme in ShengLi Open-Pit Coal Mine / Yanbo Zhang ; Zhiqiang Kang ; Chunhua Hou
Adaptive Method for Center Choosing of Radial Basics Function Interpolation: A Review / Dianxuan Gong ; Chuanan Wei ; Ling Wang ; Lichao Feng ; Lidong Wang
Novel Approach for the Design of Half-Band Filter / Xiaohong Huang ; Zhaohua Wang
Key Technique of GMTM for Numerical Analysis Modeling in Geotechnical Engineering: Calculation Region Cutting / Yongliang Lin ; Xinxing Li
Pagerank-Based Collaborative Filtering Recommendation / Feng Jiang ; Zhijun Wang
Author Index
Parallel and Distributed Computing
A Non-strategic Microeconomic Model for Single-Service Multi-rate Application Layer Multicast / Morteza Analoui ; Mohammad Hossein Rezvani
Importance Measure Method for Dynamic Fault Tree Based on Isomorphic Node / Hong-Lin Zhang ; Chun-Yuan Zhang ; Dong Liu ; Gui-Wu Xie
10.

電子ブック

EB
Yanchun Zhang, Jingyu Hou, Jeffrey Xu Yu
出版情報: Springer eBooks Computer Science , Dordrecht : Springer Berlin Heidelberg, 2006
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目次情報: 続きを見る
Preface
Introduction / 1:
Background / 1.1:
Web Community / 1.2:
Outline of the Book / 1.3:
Audience of the Book / 1.4:
Preliminaries / 2:
Matrix Expression of Hyperlinks / 2.1:
Eigenvalue and Eigenvector of the Matrix / 2.2:
Matrix Norms and the Lipschitz Continuous Function / 2.3:
Singular Value Decomposition (SVD) of a Matrix / 2.4:
Similarity in Vector Space Models / 2.5:
Graph Theory Basics / 2.6:
Introduction to the Markov Model / 2.7:
HITS and Related Algorithms / 3:
Original HITS / 3.1:
The Stability Issues / 3.2:
Randomized HITS / 3.3:
Subspace HITS / 3.4:
Weighted HITS / 3.5:
The Vector Space Model (VSM) / 3.6:
Cover Density Ranking (CDR) / 3.7:
In-depth Analysis of HITS / 3.8:
HITS Improvement / 3.9:
Noise Page Elimination Algorithm Based on SVD / 3.10:
SALSA (Stochastic algorithm) / 3.11:
PageRank Related Algorithms / 4:
The Original PageRank Algorithm / 4.1:
Probabilistic Combination of Link and Content Information / 4.2:
Topic-Sensitve PageRank / 4.3:
Quadratic Extrapolation / 4.4:
Exploring the Block Structure of the Web for Computing PageRank / 4.5:
Web Page Scoring Systems (WPSS) / 4.6:
The Voting Model / 4.7:
Using Non-Affliated Experts to Rank Popular Topics / 4.8:
A Latent Linkage Information (LLI) Algorithm / 4.9:
Affinity and Co-Citation Analysis Approaches / 5:
Web Page Similarity Measurement / 5.1:
Page Source Construction / 5.1.1:
Page Weight Definition / 5.1.2:
Page Correlation Matrix / 5.1.3:
Page Similarity / 5.1.4:
Hierarchical Web Page Clustering / 5.2:
Matrix-Based Clustering Algorithms / 5.3:
Similarity Matrix Permutation / 5.3.1:
Clustering Algorithm from a Matrix Partition / 5.3.2:
Cluster-Overlapping Algorithm / 5.3.3:
Co-Citation Algorithms / 5.4:
Citation and Co-Citation Analysis / 5.4.1:
Extended Co-Citation Algorithms / 5.4.2:
Building a Web Community / 6:
Small World Phenomenon on the Web / 6.1:
Trawling the Web / 6.3:
Finding Web Communities Based on Complete Directed Bipartite Graphs / 6.3.1:
From Complete Bipartite Graph to Dense Directed Bipartite Graph / 6.4:
The Algorithm / 6.4.1:
Maximum Flow Approaches / 6.5:
Maximum Flow and Minimum Cut / 6.5.1:
FLG Approach / 6.5.2:
IK Approach / 6.5.3:
Web Community Charts / 6.6:
From Web Community Chart to Web Community Evolution / 6.6.1:
Uniqueness of a Web Community / 6.8:
Web Community Related Techniques / 7:
Web Community and Web Usage Mining / 7.1:
Discovering Web Communities Using Co-occurrence / 7.2:
Finding High-Level Web Communities / 7.3:
Web Community and Formal Concept Analysis / 7.4:
Formal Concept Analysis / 7.4.1:
From Concepts to Web Communities / 7.4.2:
Generating Web Graphs with Embedded Web Communities / 7.5:
Modeling Web Communities Using Graph Grammars / 7.6:
Geographical Scopes of Web Resources / 7.7:
Two Conditions: Fraction and Uniformity / 7.7.1:
Geographical Scope Estimation / 7.7.2:
Discovering Unexpected Information from Competitors / 7.8:
Probabilistic Latent Semantic Analysis Approach / 7.9:
Usage Data and the PLSA Model / 7.9.1:
Discovering Usage-Based Web Page Categories / 7.9.2:
Conclusions / 8:
Summary / 8.1:
Future Directions / 8.2:
References
Index
About the Authors
Preface
Introduction / 1:
Background / 1.1:
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