Innovative Computing Technology
First International Conference, INCT 2011, Tehran, Iran, December 13-15, 2011, Proceedings
Published on 8. December 2011
XIV, 434 pages
978-3-642-27337-7 (ISBN)
Description
This book constitutes the proceedings of the First International Conference on Innovative Computing Technology, INCT 2011, held in Tehran, Iran, in December 2011.
The 40 revised papers included in this book were carefully reviewed and selected from 121 submissions. The contributions are organized in topical sections on software; Web services and service architecture; computational intelligence; data modeling; multimedia and image segmentation; natural language processing; networks; cluster computing; and discrete systems.
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Pit Pichappan | Hojat Ahmadi | Ezendu Ariwa
Innovative Computing Technology
First International Conference, INCT 2011, Tehran, Iran, December 13-15, 2011, Proceedings
Book
01/2012
Springer
€53.49
Shipment within 7-9 days
Content
- Intro
- Title Page
- Preface
- Organization
- Table of Contents
- Software
- Analysis of Quality Driven Software Architecture
- Introduction
- Analysis of First Approach
- Background
- Specifying the Concepts of Architecture
- Building a Stock Trading System
- Tool Support
- Analysis of Second Approach
- Background
- The Concepts
- The Roadmap
- Comparison of First and Second Approaches
- Similarities
- Differences
- Discussion and Future Work
- References
- Using Power Spectral Density for Fault Diagnosis of Belt Conveyor Electromotor
- Introduction
- Materials and Method
- Results and Discussion
- Conclusions
- References
- Assessment of Watermelon Quality Using Vibration Spectra
- Introduction
- Materials and Methods
- Results
- Discussion
- References
- Fault Diagnosis of Journal-Bearing of GeneratorUsing Power Spectral Density and Fault Probability Distribution Function
- Introduction
- Materials and Methods
- Grms
- Power Spectral Density (PSD)
- Probability Distribution Function (PDF)
- Result and Discussion
- Conclusions
- References
- Web Services and Service Architecture
- Design an Adaptive Competency-Based Learning Web Service According to IMS-LD Standard
- Introduction and Context
- Individualization of Learning
- Proposed Service
- The Observation Process
- Intervention Process
- Pre- regulation Process
- Models to Implement the Web Service in the Platform
- SCORM
- IMS LD
- Conclusion and Perspectives
- References
- Resolving Impassiveness in Service Oriented Architecture
- Introduction
- UDDI Fundamental Problems
- Active Database
- Proposing Model for Monitoring UDDI
- Related Works
- Empirical Results
- Conclusion and Future Work
- References
- Computational Intelligence
- A Neuro-IFS Intelligent System for Marketing Strategy Selection
- Introduction
- Preliminaries
- Fuzzy Systems
- Intuitionistic Fuzzy Sets
- Radial Basis Function Neural Network
- A Neuro-IFS System for Marketing Strategy
- Conclusions
- References
- Prediction of Moisture Content of Betgamot Fruit during Thin-Layer Drying Using Artificial Neural Networks
- Introduction
- Material and Methods
- Thin-Layer Drying Equipment
- Sample Preparation Method
- Designing Artificial Neural Network
- Result and Discussion
- Conclusions
- References
- An Expert System for Construction Sites Best Management Practices
- Introduction
- Methodology
- Problem Assessment
- Data and Knowledge Acquisition
- Development of a Prototype System
- Development of Complete System
- Evaluation and Revision of the System
- The CSBMP System
- Results and Discussion
- Summary
- References
- Data Modeling
- Target Tracking on Re-entry Based on an IWO Enhanced Particle Filter
- Introduction
- The Particle Filter
- The Recursive Bayesian Estimation Method
- The Generic Particle Filter
- Invasive Weed Optimization
- The Proposed PFIWO Method
- Tracking a Ballistic Object on Re-entry
- Simulation Results
- Conclusions
- References
- Knowledge Discovery in Discrete Event Simulation Output Analysis
- Introduction
- Related Work
- Simulation
- Modeling Concepts
- Steps in a Simulation
- Data Mining
- Proposed Approach
- The Problem
- Proposed Approach Details
- Experiments
- Supply Chain Concepts
- Supply Chain Simulation
- Proposed Approach Implemented on Supply Chain
- Conclusion
- References
- From UML State Machines to Verifiable Lotos Specifications
- Introduction
- Basic Lotos
- UML 2.0 State Machines
- SM-to-Lotos Transformation
- Process Extraction
- Individual Process Description
- Process Termination
- Process Composition
- State Machine Refinement
- Conclusion and Future Works
- References
- A Model Driven Approach for Personalizing Data Source Selection in Mediation Systems
- Introduction
- User Modeling
- User Profile Organization
- User Goals Representation
- User Quality Preferences
- Source Modeling
- Source Profile Organization
- Source Content Dimension
- Source Quality Dimension
- Source Selection
- Content Profile Matching
- Quality Profile Matching
- Related Works
- Conclusion
- References
- Towards a Framework for Conceptual Modeling of ETL Processes
- Introduction
- Background
- Key Participants
- Developer versus Designer Toolboxes
- Developer and Designer Relationship
- Related Works
- Our Framework for Modeling ETL Processes
- Notation and Meta MODEL
- A Running Example
- Extraction
- Loading
- Transformation
- Describing Data
- Conclusion
- References
- Dynamics Invariant Extension of Arrays in Daikon Like Tools
- Introduction
- Related Work
- Paper Contributions
- Clarifying of Contributions
- First and Last Elements of Array
- Number of Mutual Elements between two Arrays
- Actual Example and Justification
- Try-Catch and Effectiveness of the Ideas
- A Comparison with Original Daikon
- Evaluation
- Conclusion
- References
- Theoretical Feasibility of Conditional Invariant Detection
- Introduction
- Related Work
- Terminology
- Paper Contributions
- Conditional Invariant Detection Framework
- Classes of Predicate
- Association Rule Mining Model
- Time Order
- Decision Tree Learning Model
- Importance of Conditional Invariants
- Conclusion and Future Work
- References
- Managing Network Dynamicity in a Vector Space Model for Semantic P2P Data Integration
- Introduction
- Data Integration
- P2P Computing
- Decentralization
- Structure
- P2P Data Integration Issues
- Our Solution
- Architecture
- Architecture Formalization
- Knowledge Representation
- Network Dynamicity Management
- Conclusion and Perspectives
- References
- Affinity and Coherency Aware Multi-core Scheduling
- Introduction
- Related Works
- Methodology
- Coherency
- Cache Size
- Find Appropriate Thread Scheduling
- Experimental Results
- Comparing ACS with Solaris Thread Scheduling
- Impact of Cache Size on Thread Affinity
- AFF-Model vs. ACS-Model
- Conclusion
- References
- A New Clustering Ensemble Framework
- Introduction
- Proposed Method
- Cluster Evaluation
- Cluster Validation Criterion
- Consensus Function
- Experimental Results
- Conclusion and Future Works
- References
- Multimedia and Image Segmentation
- 3D Machine Vision Employing Optical Phase Shift Moiré
- Introduction
- Methodology
- Principle of Shadow Moiré
- Optical Phase Shift Technique
- Experimental Results
- Conclusion
- References
- Farsi Font Recognition Using Holes of Letters and Horizontal Projection Profile
- Introduction
- Dataset Description
- Feature Extraction
- Holes of Letters Extraction
- Projection Profile's Feature Extraction
- Experimental Results
- Conclusion
- References
- Gaze Interaction - A Challenge for Inclusive Design
- Introduction
- Inclusive Design
- Universal Design Principles
- Accessibility Passport
- Diversity of Users Requirements
- Gaze Interaction Challenges-User Satisfaction Factors
- Method
- Accessibility Passport Features
- Proposed Model
- Results and Discussion
- Future Work
- References
- Hierarchical Key-Frame Based Video Shot Clustering Using Generalized Trace Kernel
- Introduction
- System Overview
- Generalized Trace Kernel
- Hierarchical Video Shot Clustering Algorithms
- Simulation Results
- Conclusion
- References
- Improving Face Recognition Based on Characteristic Points of Face Using Fuzzy Interface System
- Introduction
- Characteristic Points of Face
- Features Extracted Using Characteristic Points of Face
- Face States Detection System Using of Fuzzy Inference System
- Results
- Conclusion
- References
- Modes Detection of Color Histogram and Merging Algorithm by Mode Adjacency Graph Analysisfor Color Image Segmentation
- Introduction
- Color Plane Partition by Color Histogram Analysis
- Color Histogram Modes Detection Based on Watershed Algorithm
- Modes Merging by Mode Adjacency Graph Analysis
- The Gravity Centers of the Modes as a Merging Criterion
- Modes Merging by Analysis the Spatial-color Compactness Degree
- Conclusion and Results
- References
- Video Stabilization and Completion Using the Scale-Invariant Features and RANSAC Robust Estimator
- Introduction
- Motion Estimation
- Motion Model
- Model Parameters Estimation
- Motion Smoothing
- Frame Mosaicing
- Results
- References
- Natural Language Processing
- Improvement in Automatic Classification of Persian Documents by Means of Support Vector Machine and Representative Vector
- Introduction
- Statement of the Problem
- Solution Steps
- Feature Elicitation
- How to Make a Representative Vector
- Use of Representative Vectors for Classification
- Expriments and Results
- Conclusion and Further Research
- References
- Recognition of Isolated Handwritten Persian Characterizing Hamming Network
- Introduction
- Related Works
- Persian/Arabic Script
- Pre-processing
- Binarization
- Morphology Operator
- Centralization
- Finding the Main character Object
- Feature Extraction
- Hamming Network
- Proposed System
- Experimental Result
- Conclusion
- References
- Dual Particle-Number RBPF for Speech Enhancement
- Introduction
- Speech and Noise Model
- Kalman Filter Type
- Iterative Kalman Filter in Speech Enhancement
- Iterative and Sequential Kalman Filter
- Rao-Blackwellized Particle Filters
- Low Cost RBPF Algorithm for Speech Enhancement
- A Constrained Sequential EM RBPF Algorithm
- Dual Particle-Number RBPF in Speech Enhancement
- Simulations and Results
- Conclusion
- References
- Networks
- Exploring Congestion-Aware Methods for Distributing Traffic in On-Chip Networks
- Introduction
- Congestion-Aware Routing Algorithms
- Dynamic XY (DyXY)
- Enhanced Dynamic XY (EDXY)
- Neighbor-on-Path (NoP)
- Agent-based Network-on-Chip (ANoC) along with Congestion-Aware Selection method (CAS)
- Experimental Results
- Uniform Traffic Profile
- Hotspot Traffic Profile
- Summary and Conclusion
- References
- A Model for Traffic Prediction in Wireless Ad-Hoc Networks
- Introduction
- Structure of Neural Network
- Proposed Model
- Finding Traffic Packets of Each Node
- Results
- Performance Plot
- Regression Plot
- Training State Plot
- Conclusion
- References
- Predicating the Location of Nodes in Ad Hoc Network by Lazy Learning Method
- Introduction
- Ad Hoc Network Routing by Using Geographical Coordinates
- Greedy Forwarding
- Direct Flooding
- Hierarchical Routing
- Lazy Learning
- Preliminary
- Lazy Learning Specification
- Predicating Node Position Using Lazy Learning
- One-Step Prediction
- Multi-Step Prediction
- Simulation Results
- Conclusion
- Future Work
- References
- Advanced Dynamic Bayesian Network Optimization Model Applied in Decomposition Grid Task Scheduling
- Introduction
- Related Work
- Scheduling Approach
- Bayesian Optimization Algorithm
- Scheduling under Condition of Uncertainty
- Defining a Model for Solving the Problem of Job Scheduling in Grid Environment
- Using Dynamic Bayesian Networks
- Constructing Dynamic Bayesian Network for the Proposed Model
- Applying the Model to the Scheduler
- The Encoding of the Problem
- Decision Making and Selecting Strategy with Considering Utility Function
- The Proposed Algorithm
- Experimental Result and Analysis
- Conclusion
- References
- Cluster Computing
- An Efficient Live Process Migration Approach for High Performance Cluster Computing Systems
- Background
- Total-Copy Algorithm
- Pre-Copy Algorithm
- Demand Paging Algorithm
- File Server Algorithm
- Evolution of Process State Models
- Two-State Model
- Three-State Model
- Five-State Model
- Seven-State Model
- Nine-State Model
- Our Approach
- Evaluation
- Conclusion
- References
- Local Robustness: A Process Migration Criterion in HPC Clusters
- Introduction
- Related Work
- Local Robustness
- Mosix Case Study
- Conclusion and Future Work
- References
- Data Clustering Using Big Bang-Big Crunch Algorithm
- Introduction
- Cluster Analysis
- Big Bang-Big Crunch (BB-BC) Method for Data Clustering
- Experimental Results
- Conclusion
- References
- Discrete Systems
- Improvement of the Performance of QEA Using the History of Search Process and Backbone Structure of Landscape
- Introduction
- QEA
- QEA Structure
- Quantum Gates Assignment
- The Proposed Algorithm
- Parameter Tuning
- Experimental Results
- Conclusion
- References
- Appendix
- A New Initialization Method and a New Update Operator for Quantum Evolutionary Algorithms in Solving Fractal Image Compression
- Introduction
- Quantum Evolutionary Algorithm
- QEA Structure
- The Proposed Method
- Parameter Tuning
- Experimental Results
- Conclusion
- References
- Appendix
- Partial and Random Updating Weights in Error Back Propagation Algorithm
- Introduction
- MLPNN and EBP Algorithm
- Proposed Method
- Experimental Results
- Conclusion
- References
- A Distributed Algorithm for ?-Quasi-Clique Extractions in Massive Graphs
- Introduction
- Preliminaries
- The ?-Quasi-Clique Extraction Problem
- The MapReduce Programming Model
- Related Works
- Proposed Method
- Evaluation
- Conclusion and Future Works
- References
- Author Index
