Advances in Systems Science

Name: Advances in Systems Science | Proceedings of the International Conference on Systems Science 2016 (ICSS 2016)
Brand: Springer
Price: 149.79 EUR
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Proceedings of the International Conference on Systems Science 2016 (ICSS 2016)

Jerzy Swiatek Jakub M. Tomczak(Editor)

Springer (Publisher)

Published on 4. November 2016

XI, 340 pages

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978-3-319-48944-5 (ISBN)

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Content

Intro
Preface
Contents
Applications of Machine Learning
Maximum Likelihood Estimation and Optimal Coordinates
1 Introduction
2 Entropy and Gaussian Random Variables
3 Rescaling
4 Main Result
5 Conclusion
References
Domain Adaptation for Image Analysis: An Unsupervised Approach Using Boltzmann Machines Trained by Perturbation
1 Introduction
2 Unsupervised Domain Adaptation Problem
3 Boltzmann Machines
4 Perturb-and-MAP Learning Algorithm
5 Experiments
6 Discussion and Conclusion
References
Relation Recognition Problems and Algebraic Approach to Their Solution
Abstract
1 Introduction
2 Basic Notions
3 Solution of Simple and Extended RR Problems
4 Solution of Matching RR Problems
5 Solution of Constructive RR Problems
6 The CRR Problem
7 Conclusions
Acknowledgement
References
Prediction of Power Load Demand Using Modified Dynamic Weighted Majority Method
Abstract
1 Introduction
2 Related Work
3 Proposed Method
3.1 Modified Dynamic Weighted Majority Method
3.2 Dynamic Weighted Majority with Decomposition
3.3 Technical Issues
3.4 Optimization of Parameters by Particle Swarm Optimization
4 Evaluation
4.1 Data Description
5 Conclusion
Acknowledgements
References
Estimating Cluster Population
Abstract
1 Introduction
2 Review of Existing Approaches
3 Estimation of Cluster Population
3.1 Preliminaries
3.2 Adaptive Bucketing
3.3 Aggregating Bucket Clusters
3.4 Nudging
4 Results and Discussion
References
Evaluation of Particle Swarm Optimisation for Medical Image Segmentation
1 Introduction
2 Overview of PSO-Based Algorithms
2.1 Particle Swarm Optimisation (PSO)
2.2 Darwinian Particle Swarm Optimisation (DPSO)
2.3 Fractional Order Darwinian Particle Swarm Optimisation (FODPSO)
3 Experimental Work
3.1 Segmentation of Brain in MRI Images
3.2 Volume Reconstruction
3.3 Automatic Editing of CT Images
4 Conclusion
References
Automated Processing of Micro-CT Scans Using Descriptor-Based Registration of 3D Images
1 Introduction
2 Problem Statement
3 Materials and Methods
4 Results and Discussion
5 Conclusion
References
Gender Recognition Based on Speaker's Voice Analysis
1 Introduction
2 Algorithm Description
3 Summary and Conclusions
References
Topic Modeling Based on Frequent Sequences Graphs
1 Introduction
2 Topic Modeling Methods
3 Methodology
3.1 Method Overview
3.2 Building Frequent N-grams
3.3 Finding Significant Edges
3.4 Topic Modeling
4 Experiment Results and Discussion
5 Concluding Remarks and Future Research
References
Gaussian Process Regression with Categorical Inputs for Predicting the Blood Glucose Level
1 Introduction
2 Methodology
2.1 Gaussian Process Regression Model
2.2 Prediction
2.3 Learning
3 Experiment
3.1 Data Description
3.2 Experiment Details
3.3 Results and Discussion
4 Conclusion
References
Automated Information Extraction and Classification of Matrix-Based Questionnaire Data
1 Introduction
2 The Effective Model of Surveying
2.1 Basic Assumptions
2.2 Formal Model
2.3 Processing of Survey Results
2.4 Classification Problems
3 Practical Deployment of the Surveying Model
3.1 The Surveying System
3.2 The Questionnaire Analyzer
4 Experimental Results
5 Conclusions
References
Cloud Computing
Evaluating Raft in Docker on Kubernetes
1 Introduction
2 Containers and Kubernetes
3 Raft
4 Modifying Raft for Kubernetes
5 Evaluation
5.1 Experiment
5.2 Results and Discussion
6 Conclusion
References
Performance Evaluation of MPTCP Transmission of Large Data Objects in Computing Cloud
1 Introduction
2 MPTCP Protocol
3 Test Environment
4 Transmission of Bulk Data
5 Migration of Virtual Machines
6 Conclusions
References
A Decentralized System for Load Balancing of Containerized Microservices in the Cloud
1 Introduction
2 Container Internals
3 Swarm Algorithm
4 Experimental Results
5 Summary
References
Layered Reconfigurable Architecture for Autonomous Cooperative UAV Computing Systems
Abstract
1 Introduction
2 System Operation
2.1 Layered Architecture
2.2 General Structure
2.3 Reconfiguration
3 Experimentation Results
4 Conclusions
References
A Practical Verification of Protocol and Data Format Negotiation Methods in ComSS Platform
Abstract
1 Introduction
2 Related Works
3 ComSS Platform
3.1 Platform Architecture
3.2 Automated Communication Protocol and Data Format Negotiation Methods
4 Experiment Set-up
5 Experiment Results
6 Conclusions and Lessons Learned
References
Transportation and Multi-Robot Systems
Reactive Dynamic Assignment for a Bi-dimensional Traffic Flow Model
1 Introduction
2 The Bi-dimensional Flow Model
2.1 Concept of the Zone-Based Traffic Flow Modeling
2.2 Semidiscretized Shape of the Two-Dimensional Flow Model
2.3 Computational Aspect: Methodology
3 Reactive Dynamic Assignment
3.1 Instantaneous Travel Time
3.2 Travel Cost
3.3 Logit Algorithm
4 Recommendations
References
Using Repeated-Measurement Stated Preference Data to Investigate Users' Attitudes Towards Automated Buses Within Major Facilities
Abstract
1 Introduction
2 Methodology
2.1 Logit with All Independent Observations (Logit1)
2.2 Copula Logit (Logit2)
2.3 Error Component Logit (Logit3)
3 Case Studies and Surveys
4 Results
5 Conclusions
Acknowledgements
References
Comparing Signal Setting Design Methods Through Emission and Fuel Consumption Performance Indicators
Abstract
1 Introduction and Motivation
2 Optimisation Strategies
2.1 Variables and Constraints
2.2 Objective Functions
2.3 Traffic Flow Model
3 Total Emissions and Fuel Consumption Estimation
4 Numerical Application
5 Conclusions and Research Perspectives
Acknowledgements
References
GSOM Traffic Flow Models for Networks with Information
1 Introduction
2 GSOM Models
2.1 GSOM Family: Description
2.2 Application to Traffic with Information
3 Travel times
4 Multilane Flow
5 Dynamic Reactive Assignment
6 Conclusion
References
Designing Mass-Customized Service Subject to Public Grid-Like Network Constraints
Abstract
1 Introduction
2 Related Work
3 Grid-Like Structure Networks
4 Declarative Problem Formulation
5 Computational Experiments
6 Conclusions
REFERENCES
Sensing Feedback for the Control of Multi-joint Prosthetic Hand
1 Introduction
2 Hand Model
2.1 Hand Mechanics
2.2 Sensory System
2.3 Model of Grasping Process
2.4 Kinematics
3 Touch Sensor Construction
4 Conclusion
References
Spatio-temporal Clustering and Forecasting Method for Free-Floating Bike Sharing Systems
Abstract
1 Introduction
2 Clustering Techniques
3 Bike Share Predictive Modeling
4 Proposed Solution Methodology
4.1 Spatio-temporal Clustering Method
4.2 Non-linear Autoregressive Neural Network Prediction
5 Application to London's Shared Bicycling System
6 Conclusions and Future Researches
References
Comparison of Algorithms for Constrained Multi-robot Task Allocation
1 Introduction
2 Multi-task Allocation Problem
3 Solution Algorithms
4 Empirical Evaluation
5 Conclusions
References
The Methodology of Multiple Criteria Decision Making/Aiding as a System-Oriented Analysis for Transportation and Logistics
Abstract
1 Introduction
2 Basic Concepts and Notions of Multiple Criteria Decision Making/Aiding (MCDM/A). MCDM/A as a System - Oriented Methodology
3 Application of MCDM/A in Transportation and Logistics. Case Study on Multiple Objective Optimization of the Crew Size for a Transportation Process [24]
3.1 Major Characteristics of the Considered Decision Problem and the Applied Solution Procedure [24]
3.2 Investigation of the Decision Problem and Its Verbal Description [24]
3.3 Problem Structuring and Mathematical Modeling [24]
3.4 Review, Evaluation and Selection of the Appropriate Solution Methods
3.5 Computational Experiments. Selection of the Compromise Solution [24]
4 Conclusions
References
A Joint Problem of Track Closure Planning and Train Run Rescheduling with Detours
1 Introduction
2 Problem Formulation
3 Solution Algorithm
3.1 Rerouting Problem
4 Algorithm Evaluation
4.1 Numerical Example
4.2 Empirical Evaluation
5 Conclusions
References
Uncertain Systems
Nonlinear Optimal Control Using Finite-Horizon State Dependent Riccati Equation Combined with Genetic Algorithm
1 Introduction
2 DC Motor Nonlinear Mathematical Modeling
3 Genetic Algorithm
4 Nonlinear Tracking Using Finite-Horizon Differential SDRE Combined with GA
4.1 Problem Formulation
4.2 Solution for Finite-Horizon Differential SDRE Tracking
4.3 Genetic Algorithm Combined with the Finite-Horizon Differential SDRE
5 Simulation Results
6 Conclusions
References
Logistic Network Dependability Evaluation - Business Continuity Oriented Approach
Abstract
1 Introduction
2 The General Concept of Dependability - Continuity Oriented Approach
3 The Evaluation of Logistic Networks Dependability
4 The Application Example - A Fuzzy Logic Based Expert System
5 Conclusion
References
Robust Finite-Time Control of an Uncertain Aeroelastic System Using Leading-and Trailing-Edge Flaps
1 Introduction
2 Nonlinear Aeroelastic Model
3 Robust Finite-Time Stabilizing Control Law
4 Simulation Results
5 Conclusion
References
Resource Allocation in Self-managing Networks Under Uncertainty
Abstract
1 Introduction
2 Uncertain Variables
3 Capacity Allocation Problem in Computer Networks
3.1 Deterministic Case
3.2 Uncertain Case
4 Capacity Allocation Game for Network Self-Managing
4.1 Deterministic Case
4.2 Uncertain Case
5 The Algorithm for Pure Nash Equilibrium
6 Final Remarks and Future Works
References
Author Index

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Advances in Systems Science

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