Computer Information Systems and Industrial Management

Name: Computer Information Systems and Industrial Management | 17th International Conference, CISIM 2018, Olomouc, Czech Republic, September 27-29, 2018, Proceedings
Brand: Springer
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17th International Conference, CISIM 2018, Olomouc, Czech Republic, September 27-29, 2018, Proceedings

Khalid Saeed Wladyslaw Homenda(Editor)

Springer (Publisher)

Published on 17. September 2018

XXI, 524 pages

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978-3-319-99954-8 (ISBN)

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Content

Intro
Preface
Organization
Keynotes
Assessing Data Variables by Some Collective Intelligence Methods
A Data-Driven Approach Towards Forecasting Generalized Mid-Term Energy Requirement for Industrial Sector Users of Smart Grid
Selection of Active Predictors for Misspecified Binary Model
Kansei Information Processing and Its Applications
Contents
Biometrics and Pattern Recognition Applications
Multi-muscle Texture Analysis for Dystrophy Development Identification in Golden Retriever Muscular Dystrophy Dogs
1 Introduction
2 Related Work
3 Methodology and Experimental Setup
3.1 Database
3.2 Single-Muscle Texture Analysis
3.3 Multi-muscle Texture Analysis
3.4 Evaluation of the Usefulness of Different Sets of Features
3.5 Search for the Most Discriminative Textural Features
4 Results
4.1 Multi-muscle vs. Single-Muscle Texture Analysis
4.2 Ranking of Features
4.3 Assessment of a Sufficient Number of the Top-Ranked Features
5 Conclusions and Future Work
References
Tissue Recognition on Microscopic Images of Histological Sections Using Sequences of Zernike Moments
1 Introduction
2 Zernike Moments
3 Image Description with Zernike Moments
4 Experiments and Discussion
5 Conclusions
References
A Study of Friction Ridge Distortion Effect on Automated Fingerprint Identification System - Database Evaluation
Abstract
1 Introduction
2 Distorted Fingerprint Database
2.1 Data Collection Methodology
2.2 Image Parameters
3 Experimental Results
4 Conclusions
5 Future Work
References
Pattern Recognition Framework for Histological Slide Segmentation
1 Introduction
1.1 Histological Structure of Blood Vessels
2 Materials and Method
2.1 Dataset
2.2 The Proposed Framework
2.3 K-means Segmentation
2.4 Fuzzy c-means Segmentation
2.5 Entropy Based Segmentation
3 Results and Discussion
4 Conclusions and Final Remarks
References
Information System of Arterial Oscillography for Primary Diagnostics of Cardiovascular Diseases
Abstract
1 Introduction
2 Methods
3 Results
3.1 Morphological Analysis of Oscillograms
3.2 Analysis of Temporal Oscillograms
3.3 Spectral Analysis of Oscillogram
3.4 Application for Arterial Oscillograms Analysis
4 Discussion
References
Deep Neural Network for Whole Slide Vein Segmentation
1 Introduction
2 Related Work
3 Dataset
3.1 MIRAX Format
3.2 Dataset Augmentation
3.3 Elastic Distortions
4 Methods
4.1 Base: U-Net
4.2 Architectural Improvements
4.3 Dataset Generation
4.4 Training Process
4.5 Error Measurement
5 Results
6 Conclusions and Future Work
6.1 Future Research
References
Automated Immunohistochemical Stains Analysis for Computer-Aided Diagnosis of Parathyroid Disease
1 Introduction
2 Proposed Approach
2.1 Image Filtering
2.2 Cell Nuclei Localization
2.3 Stain Deconvolution
2.4 Analysis of Cell Staining
3 Results
4 Conclusion
References
Finger Veins Feature Extraction Algorithm Based on Image Processing Methods
Abstract
1 Introduction
2 Literature Review
3 Methodology
3.1 Feature Extraction
4 Experiments
5 Conclusions and Future Work
Acknowledgment
References
On Modeling Objects Using Sequence of Moment Invariants
1 Introduction
2 Theory
2.1 Fundamentals of Moments
3 Generalized Hu Invariants
3.1 Problem Explanation
3.2 Methodology
4 New Moments for Coloured Images
5 New Moments for Molecules
6 Conclusion
References
Computer Information Systems
Light Sensor Based Vehicle and Pedestrian Detection Method for Wireless Sensor Network
1 Introduction
2 Related Works
3 Proposed Method
3.1 Preprocessing Light Sensor Data
3.2 Granulation Mechanism and Object Profiles
3.3 Machine Learning Method and Decision Making
3.4 Tuning Using Granular Algorithm
4 Experiments
5 Conclusion
References
Behavioral Analysis of Service Oriented Systems Using Event-B
Abstract
1 Introduction
2 The Event-B Modelling Notation
3 Proposed Conceptual Model of Service Oriented Architecture (SOA)
4 Event B Specification of Proposed Conceptual Model for SOA
4.1 Specification of Incremented Machine Approach of Proposed Conceptual Model of SOA
4.2 Proof of Correctness of the Proposed Conceptual Model
5 Evaluation of the Proposed Model Based Specification Using Case Study
6 Conclusion
References
Pattern Recognition Solutions for Fake News Detection
1 Introduction and Problem Statement
2 Related Work
3 Fake News Detection Approaches and Possible Solutions
4 Image Processing Techniques for Verification of the Photo Content and Detection of Fake Images
5 Proposed Method and Obtained Results
6 Conclusions
References
Development of Visibility Expectation System Based on Machine Learning
Abstract
1 Introduction
2 Related Studies
3 Methods and Techniques
3.1 The Dataset
3.2 The System and Its Working Principle
3.3 AI Model
4 Experiments Results
5 Conclusion
Acknowledgement
References
Robustness of Raw Images Classifiers Against the Class Imbalance - A Case Study
1 Introduction
2 A Modified Classifier for Matrix Normal Distributions
2.1 MND as Class Densities and Their Estimation
2.2 The Methodology of Cross-Validation Testing
3 Classifiers Selected for Verifying Their Robustness Against the Class Imbalance
4 The Results of Testing Classifiers by Cross-Validation
4.1 Criterions Selected for Comparisons
4.2 Multiple Criteria Sorting for Assessing Classifiers Quality
4.3 The Empirical Material
4.4 The Robustness Against the Class Imbalance - The Results of CV Testing
5 Conclusions
A Appendix
References
Open-Set Face Classification for Access Monitoring Using Spatially-Organized Random Projections
1 Introduction
2 Access Control Systems Based on a Database of Face Digital Images
3 Image Feature Extraction and Dimensionality Reduction Using RP
4 Open-Set Classification
4.1 Nearest Neighbor Classifier Using Scalar Products
4.2 Multinomial Logistic Regression for Face Classification
5 Experiments on the ORL Database
5.1 Closed Set Classification
5.2 Novelty Detection
5.3 Identity Verification
6 Comments and Conclusion
References
Industrial Management and Other Applications
Cooperation in Clusters: A Study Case in the Furniture Industry in Colombia
Abstract
1 Introduction
2 A Methodology for Cooperation in Clusters
3 Case Study: Furniture Cluster in Atlántico Region in Colombia
3.1 Application of Methodology for Cluster Cooperation
4 Conclusions and Future Research
Acknowledgments
References
Workflow Petri Nets with Time Stamps and Their Using in Project Management
Abstract
1 Introduction
2 Workflow Petri Nets with Time Stamps and Their Properties
3 Algebraic Operators JOIN, EBPS, COMP and SYNC
4 Workflow Petri Nets with Time Stamps and Their Applications in Project Management Area
5 Conclusions
Acknowledgement
References
Accident Simulation for Extended eCall System Without Integration in Existing Car Onboard Systems
Abstract
1 Introduction
2 Related Works
3 Collision Detection System
3.1 System Structure and Requirements
3.2 Choice of Sensors and Collision Detection Criteria
4 The Test Lab
5 Experimental Results
6 Conclusion
Acknowledgements
References
Integrated Risk Management in Production Systems
Abstract
1 Introduction
2 Literature Review
3 Process Assessment of Risk in the Production Company
4 Risk Assessment for the Production Company from Automotive Sector - Case Study
5 Conclusion
References
Machine Learning and High Performance Computing
Granular Computing and Parameters Tuning in Imbalanced Data Preprocessing
1 Introduction
2 Related Works
3 Proposed Method: RGAL
4 Experiments
4.1 RGAL Parameters Tuning - Analysis
4.2 RGAL in Comparison with Other Approaches
5 Conclusions
References
The Use of Geometric Mean in the Process of Integration of Three Base Classifiers
1 Introduction
2 Basic Concept
3 Proposed Method
4 Experimental Studies
5 Conclusion
References
Parallel C-Fuzzy Random Forest
1 Introduction
2 Related Work
2.1 Fuzzy Random Forests
2.2 C-Fuzzy Decision Trees
3 C-Fuzzy Random Forest
3.1 C-Fuzzy Random Forest Learning
3.2 C-Fuzzy Random Forest Classification
3.3 Parallel Computing
4 Parallelization of C-Fuzzy Random Forest
5 Experimental Studies
6 Results and Discussion
7 Conclusion
References
Waste Collection Vehicle Routing Problem on HPC Infrastructure
1 Introduction
2 Literature Review
3 Problem Formulation
4 Algorithm for Waste Collection VRP
4.1 Identification of Optimal Number of Threads
5 Automatic Computation on Supercomputing Infrastructure
5.1 Automatization and Data Processing
6 Conclusion
References
Betweenness Propagation
1 Introduction
2 Betweenness Centrality
3 Vertex Importance Modification
4 Betweenness Propagation
5 Visualisation
6 Conclusion
References
SciJava Interface for Parallel Execution in the ImageJ Ecosystem
1 Introduction
2 ImageJ Ecosystem
2.1 SciJava
2.2 ImageJ Server
3 Parallelization Approaches in the ImageJ Ecosystem
3.1 Massive Parallelization in Java
3.2 ImageJ and HPC-Aware Plugins
4 Design Proposal
4.1 ImageJ Server Paradigm Overview
4.2 Simple ImageJ Task Scheduler
4.3 Local Multithreaded Paradigm
5 Evaluation
6 Conclusion
References
On Investigation of Stability and Bifurcation of Neural Network with Discrete and Distributed Delays
1 Introduction
2 Problem Statement
3 Indirect Method of Stability Investigation
4 Exponential Stability for Neural Network Model with Discrete and Distributed Delays
5 Numerical Research of Dynamical Behavior
6 Conclusions
References
Growing Neural Gas Based on Data Density
1 Introduction
2 Growing Neural Gas
2.1 Related Works
3 Optimization of Learning Phase
3.1 A New Approach How to Add a New Neuron
4 Experiments
4.1 Experimental Datasets and Hardware
4.2 The Experiments
5 Conclusion
References
Modelling and Optimization
Switching Policy Based Energy Aware Routing Algorithm for Maximizing Lifetime in Wireless Sensor Networks
Abstract
1 Introduction
2 Related Work
3 Models and Definitions
3.1 System Model
3.2 Energy Model
3.3 Definitions
4 The Proposed Algorithm
4.1 Energy Balanced Tree Formation (EBTF)
4.2 Parent Switching
4.3 Discussions
5 Performance Evaluation
5.1 Results and Discussions
6 Conclusions
References
Multiple Codes State Assignment and Code Length Reduction for Power Minimization of Finite State Machines
1 Introduction
2 Power Dissipation in Finite State Machine
3 Equivalent Transformations Used in Proposed Algorithm
3.1 State Splitting
3.2 FSM Structural Models
4 Proposed Algorithm
4.1 State Splitting
4.2 Transforming into Class ADE
4.3 Power Minimization Algorithm
5 Experimental Results
6 Conclusions and Future Work
References
SME: A New Software Transactional Memory Based Mutual Exclusion Algorithm for Distributed Systems
Abstract
1 Introduction
2 Design State of the Art Review
3 Implementation of STM
3.1 STM Memory Management
3.2 Read and Write Operation
3.3 Checkpoint
4 Proposed STM-Based Mutual Exclusion (SME) Algorithm
4.1 STM Implementation for SME
5 Performance Analysis
5.1 Message Complexity
5.2 Time Complexity
5.3 Managing the Ring Structure
5.4 Load Balancing
5.5 Simulation Result
6 Conclusion
References
Area Targeted Minimization Method of Finite State Machines for FPGA Devices
Abstract
1 Introduction
2 Idea of the Approach
3 Estimation of Optimization Criteria
4 Estimation of Implementation Cost
5 Experimental Results
6 Conclusion
Acknowledgements
References
Additivity and Superadditivity in N-Person Cooperative Games with Attanassov Intuitionistic Fuzzy Expectations
1 Introduction
2 I-Fuzzy Sets
2.1 Ordering Using Deterministic Representation
2.2 Ordering Using I-Fuzzy Representation
2.3 Ordering Using Fuzzy Representation
3 Cooperative Games
4 I-Fuzzy Cooperative Games
5 Superadditivity in I-Fuzzy Cooperative Games
5.1 Superadditivity with Deterministic Ordering Relation
5.2 Superadditivity with I-Fuzzy Ordering Relation
5.3 Superadditivity with Fuzzy Ordering Relation
6 Conclusions
References
Congestion Control for IoT Using Channel Trust Based Approach
Abstract
1 Introduction
2 Review
3 Proposed Work
3.1 Assumptions
3.2 Description
3.3 Performance Analysis
4 Conclusion and Future Work
References
Synthesis of High-Speed ASM Controllers with Moore Outputs by Introducing Additional States
Abstract
1 Introduction
2 Idea of the Proposed Approach
3 Synthesis Method for High-Speed ASM Controllers
4 Experimental Results
5 Conclusions
Acknowledgments
References
Impact of Address Generation on Multimedia Embedded VLIW Processors
1 Introduction
2 AGU Mapping and Exploration Framework
2.1 Reconfigurable AGU Model
2.2 AGU Mapping Framework
2.3 AGU Exploration Framework
3 COFFEE Framework
3.1 Feenecs Template
3.2 Energy Estimation Model
4 Benchmarks and Applications
4.1 Benchmarks:
4.2 Real-Life Applications
5 Experimental Results and Final Template
6 Conclusions
References
A Process Mining-Based Solution for Business Process Model Extension with Cost Perspective Context-Based Cost Data Analysis and Case Study
Abstract
1 Introduction and Research Questions
2 Related Work
3 Proposed Solution
3.1 General Overview of the Proposed Solution
3.2 Context-Based Cost Data Analysis
4 Case Study and Discussion
4.1 Case Study
4.2 Discussion
5 Conclusion and Future Work
References
Various Aspects of Computer Security
Model of Secure Data Storage in the Cloud for Mobile Devices
Abstract
1 Introduction
2 The Analysis of Existing Solutions
3 Model of Secure Data Storage in the Cloud for Mobile Devices
3.1 Sending Files to the Server
3.2 Receiving Files from the Server
4 Summary
References
MySQL Extension Automatic Porting to PDO for PHP Migration and Security Improvement
Abstract
1 Introduction
1.1 Aim of the Work
1.2 Methodology
1.3 Results
1.4 Structure of the Paper
2 Related Work
3 Deprecated MySQL Conversion
4 Conversion Rules
5 Transformation Methods
6 Experimental Evaluation
7 Conclusions
References
Network Electronic Devices Authentication by Internal Electrical Noise
Abstract
1 Introduction
2 Techniques Identification of Complex Systems
3 Research Methodology
4 Definition of the Authentication Signs
5 Authentication Algorithm
6 Conclusion
References
Proposal for a Privacy Impact Assessment Manual Conforming to ISO/IEC 29134:2017
1 Introduction
2 Brief of Privacy Impact Assessment
3 International Standards Related to Privacy Impact Assessment
3.1 ISO 22307:2008
3.2 ISO/IEC 29134:2017
3.3 ISO/IEC 29100:2011
4 ISO/IEC 29134:2017 Requirement Analysis for PIA Manual Development
4.1 Assessment Method
4.2 Analysis
4.3 Consideration
5 The Process of the Implementation of PIA
5.1 Preparation for Implementation of PIA
5.2 Implementation of PIA Evaluation
5.3 Report/Review of PIA
6 Conclusion
References
PHANTOM Protocol as the New Crypto-Democracy
1 Introduction
1.1 Related Work
1.2 Security Problems in the Current Election System
2 Our Model
2.1 Proposed Model
2.2 System Requirements
2.3 The PHANTOM
3 Voting Schemes Used by PHANTOM
4 Future Work
5 Conclusion
References
Ensuring Database Security with the Universal Basis of Relations
Abstract
1 Introduction
2 Means and Methods for Protecting Databases Built on the Basis of the Scheme with the Universal Basis of Relations
3 Conclusions
References
Author Index

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Computer Information Systems and Industrial Management

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