Hard and Soft Computing for Artificial Intelligence, Multimedia and Security

Name: Hard and Soft Computing for Artificial Intelligence, Multimedia and Security
Brand: Springer
Price: 213.99 EUR
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Shin-ya Kobayashi Andrzej Piegat Jerzy Pejas Imed El Fray Janusz Kacprzyk(Editor)

Springer (Publisher)

Published on 19. October 2016

XXV, 368 pages

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978-3-319-48429-7 (ISBN)

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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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Hard and Soft Computing for Artificial Intelligence, Multimedia and Security

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