Computational Science and Its Applications - ICCSA 2019

Name: Computational Science and Its Applications - ICCSA 2019 | 19th International Conference, Saint Petersburg, Russia, July 1-4, 2019, Proceedings, Part VI
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19th International Conference, Saint Petersburg, Russia, July 1-4, 2019, Proceedings, Part VI

Sanjay Misra Osvaldo Gervasi Beniamino Murgante Elena Stankova Vladimir Korkhov Carmelo Torre Ana Maria A.C. Rocha David Taniar Bernady O. Apduhan Eufemia Tarantino(Herausgeber*in)

Springer (Verlag)

Erschienen am 28. Juni 2019

XXIX, 574 Seiten

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978-3-030-24311-1 (ISBN)

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Inhalt

Intro
Preface
Welcome to St. Petersburg
Organization
Contents - Part VI
Computational Studies for Energy and Comfort in Building (SeCoDB 2019)
Engineering Modelling of Building Energy Consumption in Cities: Identifying Key Variables and Their Interactions with the Built Environment
1 Introduction
2 Overview of the Newcastle Energy Framework Methodology NCRF
3 Discussion
3.1 The Cluster Modelling Approach
3.2 Sub-city DEM Modelling Approach in Neighbourhoods
4 Conclusions
References
Multi-objective Optimization of Solar Thermal Systems Applied to Residential Building in Portugal
Abstract
1 Introduction
2 System Description and Physical Model
2.1 System Description
2.2 Mathematical Modelling
2.3 Energy Requirements to Suppress DHW of a Reference Building
3 Economic Model of Solar Thermal Components
3.1 Solar Collector Cost Equation
3.2 Pump Cost Equation
3.3 Storage Tank Cost Equation
3.4 Total Investment Costs
4 Optimization Modelling
4.1 Objective Functions, Decision Variables and Constraints
4.2 Optimization Algorithm: NSGA-II
5 Results and Discussion
6 Conclusions
Acknowledgements
References
Assessment of Indoor Thermal Conditions in a Cinema Room Using CFD Simulation: A Case Study
Abstract
1 Introduction
2 Methodology
2.1 Cinema Description
2.2 Field Measurements
2.3 Simulation Study
3 Results and Discussion
3.1 Experimental Results
3.2 Numerical Results
4 Conclusions
Acknowledgments
References
Simulation of PMV and PPD Thermal Comfort Using EnergyPlus
Abstract
1 Introduction
2 Methodology
2.1 Cinema Description
2.2 Field Measurements
2.3 Simulation Study
3 Results and Discussion
3.1 Experimental Results
3.2 Numerical Results
4 Conclusions
Acknowledgments
References
Smart Factory Convergence (SFC 2019)
Under Sampling Adaboosting Shapelet Transformation for Time Series Feature Extraction
1 Introduction
2 Related Work
2.1 Time Series Shapelet Classification
2.2 Sampling Method
2.3 Ensemble Method
3 Under Sampling Adaboosting Feature Extraction
3.1 Overall Process
3.2 Feature Extraction
4 Experimental Design and Implementation
4.1 Experiment Environment
4.2 Configuration for Training and Test Data Set
4.3 Feature Extraction
4.4 Classification
5 Conclusion
References
Knowledge-Based Multi-agent System for Smart Factory of Small-Sized Manufacturing Enterprises in Korea
1 Introduction
2 Related Work
2.1 CBR Based Kepner-Tregoe Problem Solving Method
2.2 Knowledge Management System
2.3 Smart Factory Construction Plan and Process Automation Area Check by Industry
3 Knowledge-Based Multi-agent System
4 Use Cases
4.1 Manufacturing Problem-Solving Process
4.2 Manufacturing Neural Networks
4.3 Manufacturing Troubleshooting System
5 Conclusions
References
Design and Performance Analysis of Docker-Based Smart Manufacturing Platform Based on Deep Learning Model
1 Introduction
2 Relate Work
2.1 Docker-Based Platform
2.2 Autoencoder Model
3 Docker-Based Smart Manufacturing Platform Based on Deep Learning Model
3.1 Machine
3.2 DAQ: Data Acquisition
3.3 DataBase
3.4 Model Trainer
3.5 Predictor
3.6 Monitoring Alarm
3.7 RMSE-Based Warning Level
4 Performance Analysis
4.1 Experiment Environment
4.2 DataSet
4.3 Model Result
4.4 Monitoring Result
5 Conclusion
References
Open Source Based Industrial IoT Platforms for Smart Factory: Concept, Comparison and Challenges
1 Introduction
2 Concept of Open Source Based IIoT Platforms
2.1 Support for Device Management and Integration
2.2 Securing Information
2.3 Data Acquisition Protocol
2.4 Data Analysis
2.5 Reference Architecture of IIoT Platform
3 Comparison of Open Source Based IIoT Platforms
3.1 Mobius
3.2 Kaa
3.3 SiteWhere
3.4 DeviceHive
3.5 FIWARE
4 Challenges of Open Source Based IIoT Platforms
4.1 Right Choosing of IIoT Platform for Smart Factory
4.2 Design of Open Source Based IIoT Platform for Smart Factory
4.3 Use Case and Implementation of IIoT Platform
5 Conclusion
References
Container-Based Multi-purpose IoT Architecture for User-Friendly Applications with Cloud Chatbot Agent
1 Introduction
2 Related Work
2.1 Cloud Based Multi-purpose IoT
2.2 Chatbot Agent
2.3 Docker: Linux Light-Weight Container
2.4 User-Friendliness: Usability Model
3 Container-Based Multi-purpose IoT Architecture for User-Friendly Applications
3.1 System Architecture
3.2 Application of Chatbot Agent
4 Experimental Results
4.1 Experimental Environment and Method
4.2 Evaluation of User-Friendliness
5 Conclusion
References
Is a Smart City Really Smart? (Smart Cities 2019)
Smart Islands: A Systematic Review on Urban Policies and Smart Governance
Abstract
1 Introduction
2 The Attempt to Frame the Smart Island Definitions
2.1 Literature Review Methodology
3 Results: Main Topics on Smart Island Definitions
4 Discussions: Smart Island Definition Through Urban Performances Analysis
5 Conclusions
Acknowledgments
References
Smart City Governance and Children's Rights: Perspectives and Findings from Literature on Natural Elements Influencing Children's Activities Within Public Spaces
Abstract
1 Introduction
2 Methodology
3 Literature Review on Children's Activities Within the Public Space
3.1 Aspects of Children's Experience of the Public Space
3.2 Socio-Cultural Determinants of Outdoor Children's Activities
3.3 Built Environment Factors
4 Findings and Discussion: The Conceptual Apparatus
5 Findings and Discussion: Natural Settings Correlates of Children's Independent Activities
5.1 Convenience
5.2 Comfort
5.3 Conviviality
6 Conclusion
Acknowledgments
References
The Concept of the Deviant Behavior Detection System via Surveillance Cameras
Abstract
1 Introduction
2 Dangerous Situations Detection in Smart Cities
3 Early Solutions for Deviant Behavior Detection
4 Related Modern Computer Vision Technologies
4.1 Detection of People
4.2 Tracking and Re-identifying People on Video
4.3 Three-Dimensional Human Skeleton Evaluation
4.4 Objects Segmentation and Classification
4.5 Surfaces Segmentation and Determination of Their Orientation
4.6 Hand Gestures Detection
4.7 Face Detection
4.8 Gender Recognition
4.9 Determination of Clothing
5 Examples of Deviant Behavior Scenes
6 The Concept of the Deviant Behavior Detection System
7 Conclusion
References
Slow Tourism and Smart Community. The Case of Sulcis - Iglesiente (Sardinia -Italy)
Abstract
1 Slow Tourism Social Network
2 The Santa Barbara Walk: Slow Network of the Sulcis Iglesiente
3 Methodology
4 Slow Network Analysis
5 Slow Tourism and Accomodation in Sulcis Iglesiente
6 Conclusions
References
Sport and Smart Communities. Assessing the Sporting Attractiveness and Community Perceptions of Cagliari (Sardinia, Italy)
Abstract
1 Introduction
2 Smart Community and Sport Urban Planning
3 Data and Methods
4 Material and Immaterial Actions for Cagliari-Street Sport
5 Cagliari: Sport and Smart Community
6 Cagliari Is a Sports City? A Questionnaire to Measure Community Perceptions
7 Conclusions
References
Smart City and Water. Resource and Risk (Smart Water 2019)
Water Resources for a Sustainable, Smart and Resilient Urban Development: The Case of Italy
Abstract
1 Introduction
2 The Withdrawal of Water Resources in Italy
3 Management and Use of Water for Civil Use
4 A Possible Way
References
A Pilot Plant for Energy Harvesting from Falling Water in Drainpipes. Technical and Economic Analysis
Abstract
1 Introduction
2 Materials and Methods
3 Results of the Technical Analysis
3.1 Measurement of Output Voltage V and Intensity I with the Brushed Motor
4 Estimate of the Pilot Plant Costs
5 Discussion and Future Perspectives
6 Conclusions
(*) Author Contributions
References
An Ontology Based Approach for Data Model Construction Supporting the Management and Planning of the Integrated Water Service
Abstract
1 Introduction
2 Method and Material
2.1 National Federated Infrastructure Information Service
2.2 Regulation of the Technical Quality of the Integrated Water Service
3 Building the Data Model: From the Analysis of Requirements to the Catalog
4 Discussion
5 Conclusions
References
The 'Dark Side' of the Smartness
Abstract
1 Introduction
2 Socio-Economic Effects
3 The Environmental and Geopolitical Effects
4 The Effects on the Governance
5 Conclusions
References
Integrated Assessment of the Anthropic Pressure Level on Natural Water Bodies: The Case Study of the Noce River (Basilicata, Italy)
Abstract
1 Introduction
2 Materials and Methods
2.1 Study Area
2.2 Data Acquisition
2.3 Landscape Metrics and Diversity Indexes
3 Results and Discussions
4 Conclusions
Acknowledgements
References
Sustainability Performance Assessment: Models, Approaches and Applications Toward Interdisciplinary and Integrated Solutions (SPA 2019)
Ecosystem Services Approach to Evaluate Renewable Energy Plants Effects
Abstract
1 Introduction
2 Materials and Methods
2.1 Study Area
2.2 Dataset
2.3 Methods
3 Results
4 Conclusions
Acknowledgements
References
Cyclable City: A Territorial Assessment Procedure for Disruptive Policy-Making on Urban Mobility
Abstract
1 Smart (Sustainable) Mobility and Urban Development
2 The Global Framework Promoting Urban Cyclability and the Case Study
3 Cycling and Innovative Solutions for Smart Urban Mobility: The Case of Potenza
4 Intervention Typologies and a Strategic Hypothesis for Potenza Cyclable Network
5 Conclusions
References
View Sheed Assessment for Urban Renovation Strategies: Landscape Values Perception Plays a Role for Urban Development
Abstract
1 Landscape Perception as a Driver for Urban Regeneration Policies
2 Case Study Area: Town Power
3 Results and Discussion
4 Final Remarks
Acknowledgement
References
Land Suitability Analysis for New Urban Development Strategies Oriented to 'Active Mobility' and Walkability: Potenza Case
Abstract
1 Introduction
2 NUA and Urban Sustainable Mobility in the Framework of EU New Cohesion Policy
3 Case Study Area: Potenza Town
4 Walkability Assessment: Criteria and Land Suitability
5 Strategic Vision and Conclusions
Acknowledgement
References
Integrated Public Transport Planning for Urban Sustainable Development in Potenza Town
Abstract
1 NUA and Urban Sustainable Mobility in the Framework of EU New Cohesion Policy
2 Case Study Area: Potenza Town
3 Methodology and Place Based Assessment
4 Strategic Vision
5 Conclusions
Acknowledgement
References
Development Strategies of Agro-Food Sector in Basilicata Region (Italy): Evidence from INNOVAGRO Project
Abstract
1 The Implementation Context
2 Agro-Food Sector in the Study Area
2.1 Structure and Development Characteristics
3 Prospects and Trends of the Agro-Food Sector
3.1 Sustainable Development Challenges
4 Final Remarks and Perspectives of Project Implementation
References
Theoretical and Computational Chemistry and Its Applications (TCCMA 2019)
Cloud and Local Servers for a Federation of Molecular Science Learning Object Repositories
1 Introduction
2 G-Lorep in the Cloud
2.1 How G-Lorep Works
2.2 The Shared Database
2.3 Moving SharedDB into the Cloud
3 Securing Each G-Lorep Server
3.1 Security Policies
3.2 SSH Configurations
3.3 Network Security
3.4 Web Server and Database Protection
3.5 Improve Security Monitoring Files and Logs
3.6 Backups
4 Cooperative Learning Objects for Mechanisms and Dynamics of Chemical Reactions
4.1 The Demand for Learning Objects to Support Chemistry e-Learning
4.2 The Collaborative Science and Technology European Initiative for Molecular Science
4.3 The Driving Force for Designing the LOs
4.4 The Support of the European Educational Initiatives
4.5 The Proposed LOs
4.6 The MOSEX Project
5 Conclusion and Future Work
References
Molecular Simulations of CO2/N2/H2O Gaseous Mixture Separation in Graphtriyne Membrane
1 Introduction
2 Methods
3 Results and Discussion
3.1 Gas Permeability
3.2 Gas Adsorption
4 Conclusions
References
Machine Learning of Potential-Energy Surfaces Within a Bond-Order Sampling Scheme
1 Introduction
2 Bond-Order Sampling and Computational Details
3 Machine Learning of the H3 Potential-Energy Surface
3.1 Ensemble-Learning Methods
3.2 Automatic Machine Learning and Deep Learning
4 Conclusions
References
A Modern-Fortran Program for Chemical Kinetics on Top of Anharmonic Vibrational Calculations
1 Introduction
2 Code Design and Data Structure
3 Isomerization of C-Cyanomethanimine
4 Conclusions
References
Molecular Dynamics of Chiral Molecules in Hyperspherical Coordinates
1 Introduction
2 Theoretical Background
2.1 Coordinates for Chiral Molecules
2.2 The Characterization of the Interactions
3 Dynamics Simulations of Collisions of Chiral Molecules
4 Conclusions
References
The Invariance Approach to Structure and Dynamics: Classical Hyperspherical Coordinates
1 Introduction
2 Theoretical Background
2.1 Hyperspherical Coordinates for Atomic and Molecular Aggregates
2.2 Hyperradius and Invariant Deformation Indexes
2.3 Deformation Indexes of Atomic and Molecular Clusters
3 Conclusions
References
Screens Displaying Structural Properties of Aminoacids in Polypeptide Chains: Alanine as a Case Study
Abstract
1 Introduction
2 The Square Screen Representation of the Six Four-Center Distances
2.1 Elementary Properties of Quadrilaterals, Quadrangles and Tetrahedra
2.2 The Screen Applied to 6j-Symbols
2.3 Features of the Screen
2.4 Screen Representations of Peroxides and Persulfides
3 Screen Representation of Peptides
4 Final Remarks
Acknowledgements
Bibliography
The Increase of the Reactivity of Molecular Hydrogen with Hydroxyl Radical from the Gas Phase versus an Aqueous Environment: Quantum Chemistry and Transition State-Theory Calculations
Abstract
1 Introduction
2 Computational Procedures
2.1 Stationary Electronic Structure Calculations
2.2 Reaction Rate Theories
3 Results and Discussion
4 Conclusion
Acknowledgments
References
Hypergeometric Polynomials, Hyperharmonic Discrete and Continuous Expansions: Evaluations, Interconnections, Extensions
Abstract
1 Introduction
2 Kravchuk Polynomials: Features, Computational, Caustics, Asymptotics
2.1 Representation of {\varvec d}_{{{\varvec mm}^{{\varvec '}} }}^{{\varvec j}} \left({\varvec \beta}\right)\
with 6j Symbols. Caustics for 6j Symbols: \left\{ {\matrix{ {\matrix{ {\varvec a} \cr {\varvec c} \cr } } & {\matrix{ {\varvec b} \cr {\varvec d} \cr } } & {\matrix{ {\varvec x} \cr {\varvec y} \cr } } \cr } } \right\}
2.2 Representation of {\varvec d}_{{{\varvec mm^{\prime}}}}^{{\varvec j}} \left({\varvec \beta}\right)\
with 3j Symbols 3j Caustics for \left( {\matrix{ {\matrix{ {\varvec a} \cr {{\varvec \sigma}{\,+\,}{\varvec \delta}} \cr } } & {\matrix{ {\varvec b} \cr {{\varvec \sigma}-{\varvec \delta}} \cr } } & {\matrix{ {\varvec x} \cr { - 2{\varvec \sigma}} \cr } } \cr } } \right)
3 Summarizing and Concluding Remarks
Appendix: Discrete and Continuous Harmonic Expansions of Intermolecular Interaction
References
Virtual Reality and Applications (VRA 2019)
A Mathematica Package for Visualizing Objects Inmersed in R4
1 Introduction
2 Mathematical Preliminaries
2.1 2D Models to Visualize Objects in R3
2.2 3D Models to Visualize Objects in R4
3 The Package 4DSketches: Some Illustrative Examples
4 Conclusions
References
Posture Classification Based on a Spine Shape Monitoring System
1 Introduction
2 Related Work
3 Data Processing
3.1 Datasets
3.2 Feature Computation
3.3 Principal Component Analysis
4 Supervised Machine Learning Techniques
4.1 K-Nearest Neighbor Models
4.2 Extremely Randomized Trees (Extra-Trees) Models
4.3 Artificial Neural Network Models
4.4 Adaptive Boosting Models
4.5 Validation Schemes
5 Evaluation Approach
5.1 Global Classifiers
5.2 Personalized Classifiers
6 Results
6.1 Global Classification Results
6.2 Personalized Classification
7 Conclusion and Future Work
References
Collective, Massive and Evolutionary Systems (WCES 2019)
Set Semantic Similarity for Image Prosthetic Knowledge Exchange
Abstract
1 Introduction
2 Concept-Based and Content-Based Image Retrieval
3 Semantic Similarity Measures
3.1 Ontology-Based Semantic Similarity
3.2 Web-Based Semantic Similarity
3.3 Set Semantic Similarity
4 Experiments
4.1 Image Set Similarity Experiments on Flickr Images
4.2 Searching e-Learning Objects with an AI-Based Assistant
5 Conclusions and Future Work
Acknowledgments
References
Neural Network Based Approach for Learning Planning Action Models
1 Introduction
2 Learning Planning Action Model
2.1 Planning: States, Actions, Domains
2.2 The Neural Networks Based Action Learning Model
3 Experiments Design and Results
3.1 Noise Model
3.2 Evaluation Metrics
3.3 The Random Consistent States Generator
3.4 The Data Sets
3.5 Test Series 1: Tuning the NN
3.6 Test Series 2: Positive only Training Samples
3.7 Test Series 3: Positive and Negative Training Samples
4 Conclusions
References
Parallel and Distributed Data Mining (WPDM 2019)
The Distributed p-Median Problem in Computer Networks
1 Introduction
2 The p-Median Problem Definition, Formulation and Related Work
3 The Distributed p-Median (DPM) Protocol
3.1 Phase 1: Initialisation and Information Collection
3.2 Phase 2: Exchange the Necessary Information and Find the Best Pair to Swap
3.3 Phase 3: Swap Implementation
3.4 Convergence
4 The k-Medoids (KM) Protocol
4.1 KM Phase 1: Information Dissemination and Clusters Configuration
4.2 KM Phase 2: Find the Best fi to Swap
4.3 KM Phase 3: Update the Medoids of the Clusters
4.4 Convergence State
5 Simulation and Experimental Results
6 Conclusions
References
Clustering Data in Secured, Distributed Datasets
1 Introduction
2 Related Work
3 Background
4 The RPHash Algorithms
4.1 Distributed RPHash-TWRP on Spark
4.2 Data Security
5 Experimental Assessment
5.1 Algorithms Used for Comparison
5.2 Hardware Platforms
5.3 Experiment Methodology
5.4 Experimental Results
6 Conclusions
References
Correction to: Hypergeometric Polynomials, Hyperharmonic Discrete and Continuous Expansions: Evaluations, Interconnections, Extensions
Correction to: Chapter "Hypergeometric Polynomials, Hyperharmonic Discrete and Continuous Expansions: Evaluations, Interconnections, Extensions" in: S. Misra et al. (Eds.): Computational Science and Its Applications - ICCSA 2019, LNCS 11624, https://doi.org/10.1007/978-3-030-24311-1_34
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