
Hard and Soft Computing for Artificial Intelligence, Multimedia and Security
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Content
- Intro
- Preface
- Organization
- Programme Committee Chairs
- Honorary Chairs
- Programme Committee Secretaries
- International Programming Committee
- Artificial Intelligence
- Software Engineering
- Multimedia Systems
- Design of Information and Security Systems
- Referees
- Contents
- Artificial Intelligence
- On Fuzzy RDM-Arithmetic
- 1 Introduction
- 2 RDM Variables and Horizontal Membership Functions
- 3 RDM Fuzzy Arithmetic with Horizontal Membership Functions
- 4 Mathematical Properties of Multidimensional RDM Fuzzy Arithmetic
- 5 Application Example of RDM Fuzzy Arithmetic in Solving Differential Equation
- 6 Conclusions
- References
- Hidden Markov Models with Affix Based Observation in the Field of Syntactic Analysis
- Abstract
- 1 Introduction
- 2 Methodology
- 2.1 Treebank Database
- 3 Complexity of M-order Model with N-gram Observation
- 4 HMM in the Field of Syntactic Classification
- 4.1 N-gram Affix Oriented Observation
- 4.2 Model Observation Evaluation
- 4.3 HMM Preparation
- 5 Experiments and Results
- 6 Discussion
- 7 Conclusions
- References
- Opinion Acquisition: An Experiment on Numeric, Linguistic and Color Coded Rating Scale Comparison
- Abstract
- 1 Introduction
- 2 Related Works
- 3 Experiments
- 4 Result and Discussion
- 5 Conclusion
- References
- A Weather Forecasting System Using Intelligent BDI Multiagent-Based Group Method of Data Handling
- 1 Introduction
- 2 Related Work
- 3 Group Method of Data Handling
- 4 Inteligent BDI Agent
- 5 Multiagent System
- 6 Multi Model Forecast Ontology
- 7 Case Studies
- 8 Conclusions
- References
- Comparison of RDM Complex Interval Arithmetic and Rectangular Complex Arithmetic
- 1 Introduction
- 2 Properties of RDM Complex Interval Arithmetic and Rectangular Complex Arithmetic
- 3 Examples of Complex Interval Arithmetic
- 4 Conclusions
- References
- Homogeneous Ensemble Selection - Experimental Studies
- 1 Introduction
- 2 Supervised Classification
- 2.1 Base Classifiers
- 2.2 Ensemble of Classifiers
- 3 Dynamic Selection Algorithm
- 3.1 Training Phase
- 3.2 Operation Phase
- 4 Experimental Studies
- 5 Conclusion
- References
- Deterministic Method for the Prediction of Time Series
- Abstract
- 1 Introduction
- 2 Theoretical Grounding in the Suggested Method
- 3 Example
- 4 Conclusion
- References
- A Study on Directionality in the Ulam Square with the Use of the Hough Transform
- 1 Introduction
- 2 Method
- 3 Directionality -- Selected Results
- 3.1 Ulam Square
- 3.2 Random Square
- 4 Summary and Prospect
- References
- Design of Information and Security Systems
- Ontological Approach Towards Semantic Data Filtering in the Interface Design Applied to the Interface Design and Dialogue Creation for the "Robot-Aircraft Designer" Informational System
- Abstract
- 1 Introduction
- 2 Data Compression Techniques
- 3 Robot-Aircraft Designer
- 4 Robot-Designer's Interface
- 5 Conclusion
- References
- Real-Time System of Delivering Water-Capsule for Firefighting
- 1 Introduction
- 1.1 The Assumptions Concerning System Operation
- 2 Fundamentals of the System Operations
- 3 Elements of the System
- 4 Application
- 5 Verification
- References
- Evaluation of Influence Exerted by a Malicious Group's Various Aims in the External Grid
- 1 Introduction
- 2 External Grid and Previous Research
- 2.1 External Grid
- 2.2 Secure Processing
- 2.3 Advance Processing
- 2.4 Dependence of Codes and Risk of Conspiring with Malicious Owners
- 2.5 Concealing Processes
- 3 Purposes of Malicious Groups and Actions of Malicious Nodes
- 3.1 Purposes of Malicious Groups
- 3.2 Actions of Malicious Nodes
- 4 Evaluation Methods
- 4.1 Evaluation Standard
- 4.2 Conditions of Simulation
- 5 Results
- 5.1 The Number of All Nodes
- 5.2 The Greatest Number of Consecutive Codes Gained by a Malicious Group
- 5.3 The Rate of Acquired Codes by a Malicious Group
- 5.4 Performance of the External Grid
- 5.5 The Reliability of an External Grid
- 6 Conclusion
- References
- Subject-Specific Methodology in the Frequency Scanning Phase of SSVEP-Based BCI
- Abstract
- 1 Introduction
- 2 Experiment Setup
- 3 Methodology
- 4 Results and Discussion
- 5 Conclusion
- References
- S-boxes Cryptographic Properties from a Statistical Angle
- Abstract
- 1 Introduction
- 2 S-boxes Generation
- 3 PP-2 Cipher Statistical Testing
- 3.1 SAC
- 3.2 Linear Span
- 3.3 Collisions
- 3.4 Coverage Test
- 4 Summary
- References
- Wavelet Transform in Detection of the Subject Specific Frequencies for SSVEP-Based BCI
- Abstract
- 1 Introduction
- 2 Continuous Wavelet Transform
- 3 User-Specific Frequency Selection
- 4 Experiment Setup
- 5 Results
- 6 Conclusion
- References
- Data Scheme Conversion Proposal for Information Security Monitoring Systems
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Background
- 4 Data Transmission Scheme Conversion Proposal
- 5 Case Study
- 6 Discussion
- 7 Conclusion
- References
- Non-standard Certification Models for Pairing Based Cryptography
- Abstract
- 1 Introduction
- 1.1 Contribution
- 1.2 Paper Structure
- 2 Models of Digital Signature Schemes
- 3 Non-standard Certification Models
- 3.1 Base PKI Certification Model
- 3.2 Base PKI Certification Model vs. Non-standard Models
- 3.3 Certification Models in ID-Based Signature Schemes
- 3.4 Certification Model for Certificateless Digital Signature Schemes
- 3.5 Certification Model for Signature Schemes Based on Implicit Certificates
- 3.6 Certification Model for Implicit and Explicit Certificate-Based Signature Schemes
- 4 Comparison of Non-standard Certification Models
- 5 Conclusion
- References
- Multimedia Systems
- An Algorithm for the Vandermonde Matrix-Vector Multiplication with Reduced Multiplicative Complexity
- Abstract
- 1 Introduction
- 2 Preliminary Remarks
- 3 Brief Background
- 4 The Algorithm
- 5 Computation Complexity
- 6 Conclusion
- References
- The Use of the Objective Digital Image Quality Assessment Criterion Indication to Create Panoramic Photographs
- Abstract
- 1 Introduction
- 2 The Method of Creating a Panoramic Photograph with the Use of the Q Measure
- 3 Experimental Test Results
- 4 Conclusion
- References
- Human Face Detection in Thermal Images Using an Ensemble of Cascading Classifiers
- 1 Introduction
- 1.1 Problem Definition
- 1.2 Related Works
- 2 Experiments
- 2.1 Cascades Training
- 2.2 Benchmark Datasets
- 2.3 Results
- 2.4 Comparison with State of the Art
- 3 Summary
- References
- Accuracy of High-End and Self-build Eye-Tracking Systems
- 1 Introduction
- 2 Background
- 2.1 Tracking of Human Gaze Direction
- 2.2 Eye Tracking Technology
- 3 Accuracy Measurement
- 3.1 Procedure
- 3.2 Accuracy Units
- 3.3 Filtering
- 4 Experimental Evaluation
- 4.1 Participants
- 4.2 Apparatus
- 4.3 Stimuli and Procedure
- 5 Results
- 6 Conclusions and Future Work
- References
- Mouth Features Extraction for Emotion Analysis
- 1 Related Work
- 2 Mouth Features Extraction Method
- 3 Evaluation
- 4 Conclusion
- References
- Sensitivity of Area--Perimeter Relation for Image Analysis and Image Segmentation Purposes
- 1 Introduction
- 1.1 Related Works
- 1.2 Content and Contribution of the Paper
- 2 Area--Perimeter Relation
- 3 Sensitivity Analysis
- 4 Results
- 5 Discussion
- 6 Conclusions and Further Work
- References
- Vocal Tract Resonance Analysis Using LTAS in the Context of the Singer's Level of Advancement
- 1 Introduction
- 2 Literature Review
- 3 Data Acquisition Method
- 4 Data Extraction for Analysis
- 5 The Analysis and the Results
- 6 Conclusion
- References
- Parallel Facial Recognition System Based on 2DHMM
- Abstract
- 1 Introduction
- 2 Parallel Computing
- 3 Evaluation of the Effectiveness of Parallel Processing
- 4 2DHMM
- 5 Parallel Realization of 2DHMM Face Recognition System
- 6 Experiment
- 7 Conclusion
- References
- System of Acoustic Assistance in Spatial Orientation for the Blind
- 1 Introduction
- 1.1 Spatial Hearing
- 1.2 Imagination Abilities of the Blind
- 1.3 Overview of Devices and Assistive Software
- 2 Project of the Device Assisting Blind People
- 2.1 Principle of Operation
- 2.2 The Depth Values Returned by the Kinect Sensor (Using Libfreenect Library)
- 2.3 Transmission of Depth Map by Means of Sounds
- 2.4 Learning Mode
- 3 Functionality Testing
- 4 Conclusion and Future Work
- References
- Software Technologies
- Performance and Energy Efficiency in Distributed Computing
- Abstract
- 1 Motivation
- 2 Distributed Computing: Performance and Efficiency
- 2.1 Trends to Low-Cost and Low-Energy Computing Nodes
- 2.2 Performance Models
- 2.3 Speedup and Effectiveness of Computing Process
- 2.4 Amdahl's Law
- 2.5 Speedup Model Overview
- 2.6 Own Experiments
- 2.7 On-Board-Microcontrollers and Mini-PC
- 3 Conclusions
- Acknowledgment
- References
- The Approach to Web Services Composition
- Abstract
- 1 Introduction
- 2 Backgrounds and Related Work
- 3 The Characteristic Features of Web Services
- 4 The Method of User's Tasks Scenario Formation
- 5 The Estimation of the Web Services Composition Efficiency
- 6 Conclusions
- References
- Loop Nest Tiling for Image Processing and Communication Applications
- 1 Introduction
- 2 Image Processing and Communication Algoritmhs Implemented in the UTDSP Benchmark Suite
- 3 Loop Tiling Based on the Transitive Closure of Loop Nest Dependence Graphs
- 3.1 Background
- 3.2 Loop Nest Tiling Based on the Transitive Closure of Dependence Graphs
- 3.3 An Illustrative Example from the UTDSP Benchmark Suite
- 4 Related Work
- 5 Experimental Study
- 6 Conclusion
- References
- Tile Merging Technique to Generate Valid Tiled Code by Means of the Transitive Closure of a Dependence Graph
- 1 Introduction
- 2 Background
- 3 Extraction of Strongly Connected Components
- 4 Tiling Algorithm
- 5 Results of Experiments
- 6 Related Work
- 7 Conclusion
- References
- Performance Evaluation of Impact of State Machine Transformation and Run-Time Library on a C# Application
- 1 Introduction
- 2 Background and Related Work
- 3 Event Processing and Multithreading
- 3.1 Event Priorities - Alt1
- 3.2 Time Events and Multithreading
- 3.3 Call Event Delivery - Alt4
- 3.4 Creation of New Threads - Alt5
- 4 Performance Evaluation
- 4.1 Evaluation of Time Event Processing
- 4.2 Evaluation of Event Processing and Multithreading
- 5 Conclusions
- References
- The Method of Evaluating the Usability of the Website Based on Logs and User Preferences
- Abstract
- 1 Introduction
- 2 Literature Review
- 3 General Scheme of the Method
- 3.1 Internet Service Usability on the Basis of Data Included in the Logs
- 3.1.1 Initial Data Processing Security
- 3.1.2 Evaluation of Significance of Assessment Criteria
- 3.1.3 Multi-Criteria Internet Service Assessment
- 3.2 Internet Service Usability Assessment Based on User Preference
- 3.3 Synthetic Method of Evaluate the Usability of the Websites
- 4 Conclusions
- References
- Ontology-Based Approaches to Big Data Analytics
- Abstract
- 1 Introduction
- 2 Big Data
- 3 Ontology Application to Knowledge Extraction from Big Data
- 4 Selected Ontology-Based Approaches to Big Data Analysis
- 4.1 Mapping Ontology to Database
- 4.2 Ontology-Based Data Access
- 4.3 Adding Metadata on Data Using Vocabulary Defined in Ontology
- 4.4 Conversions to Other Formats
- 5 Selected Taxonomies for Big Data
- 5.1 The Taxonomy Proposed by Kitchin and McArdle
- 5.2 The 6-Fold Taxonomy Proposed by Murthy
- 5.3 An Ontology-Based Framework for Data Analysis
- 5.4 Automatic Ontology Construction
- 6 Ontology-Based Knowledge Discovery - A Proposal of a Procedure
- 7 Conclusions
- References
- Author Index
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