Advanced Computing
First International Conference on Computer Science and Information Technology, CCSIT 2011, Bangalore, India, January 2-4, 2011. Proceedings, Part III
Published on 25. December 2010
XXVI, 483 pages
978-3-642-17881-8 (ISBN)
Description
This volume constitutes the third of three parts of the refereed proceedings of the First International Conference on Computer Science and Information Technology, CCSIT 2010, held in Bangalore, India, in January 2011.
The 46 revised full papers presented in this volume were carefully reviewed and selected. The papers are organized in topical sections on soft computing, such as AI, Neural Networks, Fuzzy Systems, etc.; distributed and parallel systems and algorithms; security and information assurance; ad hoc and ubiquitous computing; wireless ad hoc networks and sensor networks.
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Natarajan Meghanathan | B.K. Kaushik | Dhinaharan Nagamalai
Advanced Computing
First International Conference on Computer Science and Information Technology, CCSIT 2011, Bangalore, India, January 2-4, 2011. Proceedings, Part III
Book
12/2010
Springer
€106.99
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Content
- Title
- Preface
- Organization
- Table of Contents
- Soft Computing (AI, Neural Networks, Fuzzy Systems, etc.)
- Analysis of the Severity of Hypertensive Retinopathy Using Fuzzy Logic
- Introduction
- Methodology
- Program Code
- Results
- Conclusion
- References
- An Intelligent Network for Offline Signature Verification Using Chain Code
- Introduction
- Proposed Approach
- Energy Density
- Chain-Code
- Implementation and Verification
- Proposed Architecture of Neural Network
- Training of Neural Network
- Results
- Conclusion
- References
- An Improved and Adaptive Face Recognition Method Using Simplified Fuzzy ARTMAP
- Introduction
- Feature Extraction Algorithm
- Principal Component Analysis(PCA)
- Linear Discriminant Analysis (LDA)
- Neural Network as Classifiers
- Simplified Fuzzy ARTMAP(SFAM)
- Face Recognition System
- Preprocessing
- Dimensionality Reduction
- LDA Feature Extraction
- Classification
- Performance Analysis and Discussions
- Conclusion
- References
- An Automatic Evolution of Rules to Identify Students' Multiple Intelligence
- Introduction
- Background
- Related Work in the Area of Genetic Fuzzy Systems
- Sample Case: Evolving Rules for Identifying Human Intelligence
- Front End System with User Interfaces
- Back End System with Genetic Evolution
- Implementation of Fuzzy Rules
- Conclusion and Future Work
- References
- A Survey on Hand Gesture Recognition in Context of Soft Computing
- Introduction
- Hand Detection Approaches
- Appearance Based Approaches
- Model Based Approaches
- Soft Computing Approaches
- Artificial Neural Network/Learning Based Approaches
- Fuzzy Logic Based Approaches
- Genetic Algorithm Based Approaches
- Other Approaches
- Implementations Tools
- Accuracy
- Conclusions
- References
- Handwritten Numeral Recognition Using Modified BP ANN Structure
- Introduction
- Related Work
- Sample Creation and System Design
- Neural Network Architecture
- Experimental Conditions
- Functional Details
- Results and Discussion
- Conclusion and Future Scope
- References
- Expert System for Sentence Recognition
- Introduction
- The State of Art
- Methodology
- Experimental Results
- Conclusion and Future Works
- References
- RODD: An Effective Reference-Based Outlier Detection Technique for Large Datasets
- Introduction
- Related Research
- Background of the Work
- Outliers
- Outlier Scores
- RODD : A New Outlier Detection Technique
- The RODD Algorithm
- Empirical Evaluation
- Conclusion
- References
- Distributed and Parallel Systems and Algorithms
- A Review of Dynamic Web Service Composition Techniques
- Introduction
- Web Service Composition Strategies and Architectures
- P2P Architecture
- Agent Architecture
- Hybrid (Multi-role) Architecture
- Role of Ontology and Composition Execution
- Dynamic Web Service Composition Methods
- Constraint and Business Rule (Policy) Driven Composition
- Planning Based Composition
- User Interaction and Personalization Based Composition
- Context Information and Process Based Composition
- Model and Aspect Driven Composition
- Signature (Input and Output) Based Composition Techniques
- Dynamic Composition Based on Web Service Signature
- Search Based Composition Techniques
- Flow Based Composition Techniques
- Structure (Model) Based Composition Techniques
- Conclusion
- Output Regulation of Arneodo-Coullet Chaotic System
- Introduction
- Review of the Output Regulation for Nonlinear Control Systems
- Output Regulation of Arneodo-Coullet Chaotic System
- Numerical Simulations
- Conclusions
- References
- A High-Speed Low-Power Low-Latency Pipelined ROM-Less DDFS
- Introduction
- Basic Principle of Trigonometric Approximation
- Proposed Architecture of ROM-Less DDFS
- Pipelined CORDIC Architecture
- Scaling Block
- Multipliers
- Adder and Subtractor
- FPGA Implementation Results
- Simulation Results
- Performance Analysis Results
- On-Chip Tested Results
- Comparison Results
- Conclusions
- References
- A Mathematical Modeling of Exceptions in Healthcare Workflow
- Introduction
- Related Work
- Modeling of Exceptions and Analysis
- Resource Perspectives
- Context and Goal Perspectives
- Temporal Perspectives
- Safety Perspectives
- Exception Handling
- Case Study
- Conclusion
- References
- Functional Based Testing in Web Services Integrated Software Applications
- Introduction
- Background and Related Work
- Problem Discussion
- Aims and Objectives
- Research Questions
- Research Type
- Research Methodology
- Applied Research Methodology
- Challenges Associated for Testing Web Service Integrated Software Systems
- How Functional Base Development Done at Different Levels of Development of Soa Systems
- Functional Based Testing during Development Approach
- Guidelines for Functional Based Testing of Web Service Oriented Software Applications
- Data and Analysis
- Testing Software Integrated Web Service
- Functional Testing for Web Service Interoperability between Client and Host
- Functional Testing of Software Module for Load Testing
- Conclusion
- References
- Design and Implementation of a Novel Distributed Memory File System
- Introduction
- Related Work
- Memory Based File Systems
- Related Work on Use of Remote Memory
- Distributed Memory File System Design
- Metadata Server Node
- File System Agent
- Distributed Memory File System (DMemfs) Nodes
- Client Application
- Implementation and Working
- Initialization
- Directory Operations
- File Operations
- Experimental Setup
- Experiment 1
- Experiment 2
- Experiment 3
- Conclusion and Future Work
- References
- Decentralized Dynamic Load Balancing for Multi Cluster Grid Environment
- Introduction
- Related Work
- Decentralized Grid Model
- The SI-DDLB Algorithm
- Neighbor Selection
- Inter Cluster Information Exchange
- Instantaneous Job Migration
- Simulation Environment
- Simulation Results and Discussion
- Performance Improvement in Response Time (SI-DDLB vs NM)
- Performance Improvement in Waiting Time (SI-DDLB vs NM)
- Performance Improvement in Waiting Time (Load Based NN vs Distance Based NN)
- Conclusion and Future Work
- References
- Adoption of Cloud Computing in e-Governance
- Introduction
- Cloud Building Blocks for e-Governance
- Cloud Services
- Components of e-Governance
- Service Identification
- Case Study
- Proposed Architecture
- Benefits
- Cost
- Network
- Performance
- Expandability
- Speed of Implementation
- Green Computing
- Portability
- Simpler Device
- Government's Role on Adoption of Cloud
- Conclusion
- References
- Efficient Web Logs Stair-Case Technique to Improve Hit Ratios of Caching
- Introduction
- Principle of Stair Case Technique
- Stair Case Model
- Stairs-Case Mining
- Example Set
- Algorithm for Stair Case Mine
- Algorithm for Stair Case Pruner
- Work of Stair Case-Pruner
- Result Evaluation of the Item Sets
- Cache Hit Ratio
- Result Analysis
- Conclusion
- References
- A Semantic Approach to Design an Intelligent Self Organized Search Engine for Extracting Information Relating to Educational Resources
- Introduction
- Knowledge Representation in Semantic Web
- Related Work
- Architecture for Self Organized Search Engine
- Input Interpretation
- Domain Ontology Creation
- Knowledge Representation
- Searching and Grouping Information
- Conclusions and Future Enhancements
- References
- Cluster Bit Collision Identification for Recognizing Passive Tags in RFID System
- Introduction
- Related Literature
- Cluster Bit Collision Identification Algorithm
- CBCID Competency Analysis
- Conclusion
- References
- Integration Testing of Multiple Embedded Processing Components
- Introduction
- Related Work
- Embedded Processor Component (EPC) Model
- A System of CFSMs
- A Fault Model for the System of CFSM
- Integration Testing of Multiple EPCs
- The Diagnostic Methodology
- An Example
- Conclusions and Future Work
- References
- Security and Information Assurance
- A New Defense Scheme against DDoS Attack in Mobile Ad Hoc Networks
- Introduction
- Related Work
- Proposed Defense Technique
- Bandwidth Reservation
- Distributed Rate Control
- Experimental Results
- Conclusion
- References
- A Model for Delegation Based on Authentication and Authorization
- Introduction
- Tenets of Information Assurance (IA) Architecture Efforts
- Approach
- Upfront Requirements
- A Service-Based Paradigm
- Bi-lateral End-to-End Authentication
- Cascading Authentication
- Shaping the SAML
- Basic Use Case
- Communication for Authentication/Authorization
- Subsequent Calls Require Saving the SAML Assertion
- An Annotated Notional Example
- Initial Testing of Operational Quality of Service
- Related Work
- Discussion
- Conclusions
- References
- Identification of Encryption Algorithm Using Decision Tree
- Introduction
- Proposed Work
- Implementation Details
- Experimental Results
- Conclusion
- References
- A Novel Mechanism for Detection of Distributed Denial of Service Attacks
- Introduction
- Related Work
- The Major System Components and Algorithms
- Traffic Model and Attack Model
- The Interface Module
- Algorithms of the Interface Module
- Simulation and Results
- Simulation I
- Simulation II
- Conclusion
- References
- Authenticating and Securing Mobile Applications Using Microlog
- Introduction
- Technologies Used
- Micrologging
- Future Scope and Conclusion
- References
- Assisting Programmers Resolving Vulnerabilities in Java Web Applications
- Introduction
- Previous Work
- Methodology
- Program Slicing
- XSS Detection Using Slicing
- Program Transformation with Eclipse
- Results
- Conclusions and Future Work
- References
- Estimating Strength of a DDoS Attack Using Multiple Regression Analysis
- Introduction
- Multiple Regression Model
- Statistic Performance Measures
- Detection of Attack
- Experimental Setup and Performance Analysis
- Model Development
- Results and Discussion
- Conclusion and Future Work
- References
- A Novel Image Encryption Algorithm Using Two Chaotic Maps for Medical Application
- Introduction
- Chaos and Cryptography
- Choatic Maps
- The Proposed Image Security System
- Experimental Results
- Conclusions and Future Scope
- References
- Chest X-Ray Analysis for Computer-Aided Diagnostic
- Introduction
- Chest X-Ray Analysis
- Chest X-Ray Image Processing
- Lung Isolation
- Thoracic Diameter Measure
- Lung Collapse
- Nodule Detection
- Conclusion
- References
- Overcoming Social Issues in Requirements Engineering
- Introduction
- Research Questions
- Background and Related Work
- Systematic and Literature Review
- Research Methodologies
- Experiment
- Hypotheses
- Validity Threats
- Internal Validity
- External Validity
- Construct Validity
- Conclusion Validity
- Discussions
- Hypothesis Testing
- Interview with Companies - Discussions
- Recommendations
- Further Studies
- Conclusion
- References
- Ad Hoc and Ubiquitous Computing
- Range-Free Localization for Air-Dropped WSNs by Filtering Neighborhood Estimation Improvements
- Introduction
- Range-Free Localization
- Filtering Localization Packets
- Performance Evaluation
- Simulation Environment and Methodology
- Simulation Results
- Conclusions and Future Work
- References
- Evolution of Various Controlled Replication Routing Schemes for Opportunistic Networks
- Introduction
- Related Work
- DTN Routing
- Routing Classification
- Controlled Copy/Replication Schemes
- Source Spray and Wait (SNW)
- Binary Spray and Wait (BSW)
- Spray and Focus
- Spray and Wait with Prophet
- Fuzzy Spray and Wait
- Density Aware Spray and Wait (DA-SW)
- Dynamic Spray and Wait
- Conclusion and Future Work
- References
- Collaborative Context Management and Selection in Context Aware Computing
- Introduction
- Existing Works
- Ontology Based Context Modeling
- Advantages of rdbms and ordbms
- Proposed Work
- Context Representation
- Associating Hierarchical Context Representation to Relational Database
- Associating Hierarchical Conceptual Model to UML
- Purpose for Semantics
- Associating Hierarchical Conceptual Model to Ontology
- Heuristic Selection of Context
- Metrics in Selection Process
- Conclusion
- References
- Privacy Preservation of Stream Data Patterns Using Offset and Trusted Third Party Computation in Retail-Shop Market Basket Analysis
- Introduction
- Preliminaries
- Problem Statement
- Background
- Proposed Work
- Modified Secure Multiparty Computation with Two Offset Computation
- Analysis and Evaluation
- Evaluation Environment
- Conclusion
- References
- Wireless Ad Hoc Networks and Sensor Networks
- Application of Euclidean Distance Power Graphs in Localization of Sensor Networks
- Introduction
- Auxiliary Definition
- Unit Disk Graph
- Powers of a Unit Disk Graph
- Rigidity in Unit Disk Graph
- Condition for Generically Globally Rigid Graph
- 3-Connectivity
- Redundantly Rigid
- Generating Globally Rigid Power Graph of a UD Graph
- Theorem
- Theorem 2
- Localization Problem in Unit Disk Graph
- Conclusion
- References
- A New Protocol to Secure AODV in Mobile AdHoc Networks
- Introduction
- End Users
- General Constraints
- Background
- Proposed Methodology
- Conclusion and Future Work
- References
- Spelling Corrector for Indian Languages
- Introduction
- Literature Survey
- Our Earlier Work in NLP
- Proposed Model
- Trie Data Structure
- Architecture of the Proposed System
- Spelling Corrector
- Block Diagram for Spelling Corrector
- Steps for Spelling Correction
- Rules for Implementing Spelling Corrector
- Spelling Correction Process
- Results and Experimental Setup
- Conclusion
- References
- Voltage Collapse Based Critical Bus Ranking
- Introduction
- Formulation of Line Flow Index
- Methodology
- Bus Voltage Profiles
- Line Flow Index
- Test Results
- Conclusion
- References
- Multiplexer Based Circuit Synthesis with Area-Power Trade-Off
- Introduction
- Sources of Power Dissipation
- Dynamic Power Dissipation
- Leakage Power Dissipation
- Multiplexer Circuit Synthesis
- Experimental Results
- Conclusion
- References
- Exergaming - New Age Gaming for Health, Rehabilitation and Education
- Introduction
- Fitness Adventure Prototype
- Figuremeter Protype Concept
- PS3 Based Rehabilitation of Children with Hemiplegia
- Nintendo WII Based Rehabilitation
- Webcam Games for Rehabilitation
- Improving English Lab Classes Using PSP
- Future Advancements
- Xbox360's Project Natal
- PS3 Motion Controller
- Conclusion
- References
- Inclusion/Exclusion Protocol for RFID Tags
- Introduction
- Relay Attacks
- Protocol for Multi-tagged Object
- Inclusion/Exclusion of Tag(s)
- Security Analysis
- Discussion
- References
- Min Max Threshold Range (MMTR) Approach in Palmprint Recognition
- Introduction
- Palmprint Authentication System
- Palm Image Pre-processing
- Feature Extraction by Wavelet Transform
- Feature Matching
- Min Max Threshold Range (MMTR) Approach
- Experimental Results and Analysis
- Conclusion
- References
- Power and Buffer Overflow Optimization in Wireless Sensor Nodes
- Introduction
- System Specifications
- Theoretical Analysis
- Simulations and Observations
- Simulation Results
- Conclusion and Future Work
- References
- Web Log Data Analysis and Mining
- Introduction
- Contents of a Log File
- Location of a Log File
- Web Server Log Files
- Web Proxy Server Log Files
- Client Browsers Log Files
- Types of Web Server Logs
- Error Log
- Access Log
- Status Codes Sent by the Server
- Overview of Web Mining
- Using Log File Data in Web Usage Mining
- Creation of an Extended Log File
- Conclusions
- References
- Steganography Using Version Control System
- Introduction
- Track Changes Feature of MS Word
- Steganography Using Change Tracking Technique
- Message Embedding and Extraction
- Illustration with Example
- Implementation and Results
- Version Control System
- Visual SourceSafe
- Steganography Using Version Control System
- Message Embedding Algorithm
- Message Extraction Algorithm
- Implementation and Results
- Security Consideration
- Conclusion
- References
- Author Index
