Modelling and Simulation in Management Sciences

Name: Modelling and Simulation in Management Sciences | Proceedings of the International Conference on Modelling and Simulation in Management Sciences (MS-18)
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Proceedings of the International Conference on Modelling and Simulation in Management Sciences (MS-18)

Joan Carles Ferrer-Comalat Salvador Linares-Mustarós José M. Merigó Janusz Kacprzyk(Editor)

Springer (Publisher)

1st Edition

Published on 18. March 2019

X, 218 pages

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978-3-030-15413-4 (ISBN)

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Content

Intro
Preface
MS'2018 Girona Congress
Honorary Committee
Co-chairs
Organizing Committee
Contents
Intellectual Capital Management and the Innovation Process: Does One Size Fit All?
Abstract
1 Introduction
2 Intellectual Capital and Innovation: Overcoming Context-Free Theorizing
3 Intellectual Capital, What for?
4 ICM and Appropriability Regimes
5 Questions and Research Design
6 Results
7 Conclusions
References
The OWA Operator with Boxplot Method in Time Series
Abstract
1 Introduction
2 Preliminaries
2.1 The OWA Operator
2.2 The Ascending OWA Operator
2.3 Boxplot Graphic
3 Boxplot Method with the OWA Operator
3.1 Boxplot OWA Operator
3.2 Boxplot OWA Operator with Outliers
3.3 Quantile OWA Operator
4 Algorithm
5 Application to Time Series
6 Conclusions
References
Weighted Logistic Regression to Improve Predictive Performance in Insurance
Abstract
1 Introduction
2 Methodology Description
2.1 Logistic Regression
2.2 The Weighted Likelihood Estimation and the Tuning Parameter as a Weighting Mechanism
3 Data
4 Results
4.1 Weighted Log-Likelihood Performance
4.2 Norm of the Estimated Parameters
4.3 Confusion Matrix
4.4 Extreme Points Analysis
5 Conclusions
Acknowledgements
Appendix
References
Light Innovation in Energy Supply for Non-connected Areas in Colombia: Partial Research via the Forgotten Effects Model
Abstract
1 Introduction
2 General Context of the Non-interconnected Zones in Colombia
2.1 Electric Coverage in Colombia
3 The Forgotten Effects Model
4 Implementation of the Forgotten Effects Model to Study ZNI in Colombia
5 Discussion and Conclusions
Acknowledgements
References
Innovation Capabilities and Innovation Systems: A Forgotten Effects Analysis of Their Components
Abstract
1 Introduction
2 Theoretical Background
2.1 Foundations of the Study
2.2 Innovation Variables Model
2.3 Innovation Capabilities
3 Methodology
4 Application of the Model and Results
5 Discussion
6 Conclusions
Acknowledgements
References
Digital Assets Horizon in Smart Cities: Urban Congestion Management by IoT, Blockchain/DLT and Human Reinforcement
Abstract
1 Introduction
2 Theoretical Background
2.1 Smart Cities Mobility
2.2 Digitization by Internet of Things, Blockchain/DLT
2.3 The Human Factor. Incentives and Motivation
2.4 Efficiency, Coordination and Transparency Functions
3 Methodology
3.1 Incidents Analysis by Forgotten Effects
3.2 Sample
4 Results
5 Conclusions
References
A Critical Review of the Literature on Sectorial Analysis. Its Application to the Catalan Agricultural Sector
Abstract
1 Introduction
2 Methodology
3 Lines of Research on Sectorial Analysis
3.1 Data Aggregation
3.2 Statistical Tools
3.3 Quality of Accounting Information
3.4 Financial Indicators
3.5 Non-financial Indicators
4 Application to the Agricultural Sector
4.1 Research on the Agricultural Sector
4.2 Regulation of the Sector
4.3 Agricultural Sector Data
5 Conclusions and Future Research Lines
References
Economic Financial Health of the Wine Sector in Time of Financial Crisis: Catalonia, La Rioja and Languedoc-Roussillon
Abstract
1 Introduction
2 Preliminary
3 Review of the Literature
4 Comparisons of the Economic Financial Analysis of the Catalan Wine Sector, La Rioja and Languedoc-Roussillon
4.1 Comparative of the Analysis of the Short-Term Financial Situation
4.2 Comparative of the Analysis of the Long-Term Financial Situation
5 Economic Analysis
6 Comparison of the Catalan, La Rioja and Languedoc-Roussillon Wine Companies in the Period 2008-2013
7 Conclusions
References
FRvarPSO: A Method for Obtaining Fuzzy Classification Rules Using Optimization Techniques
Abstract
1 Introduction
2 Related Works
3 Methodology
3.1 Fuzzy Variables
3.2 Learning Vector Quantization (LVQ)
3.3 Particle Swarm Optimization (PSO)
3.4 Proposed Method FRvarPSO for Obtaining Fuzzy Rules
4 Results
5 Conclusions
References
Revisiting Data Augmentation for Rotational Invariance in Convolutional Neural Networks
Abstract
1 Introduction
2 Review of Convolutional Neural Networks Models with Rotational Invariance
2.1 Transformation of the Input Image or Feature Map
2.2 Modifications of the Convolution Layer
3 Experiments
3.1 Network Models
3.2 Data Augmentation with Traditional Networks
3.3 Comparison with STN and Group CNN
3.4 Retraining for Rotational Invariance
4 Conclusions
Acknowledgements
References
Leading Universities in Tourism and Hospitality Research: A Bibliometric Overview
Abstract
1 Introduction
2 Literature Review
3 Methodology
4 Results
4.1 The World's 50 Leading Institutions
4.2 Dynamic Analysis
4.3 Bibliographic Coupling and Co-authorship of the Leading Institutions
5 Conclusions
References
Methods to Analyze Eco-innovation Implementation: A Theoretical Review
Abstract
1 Introduction
2 Theoretical Conceptualization of Eco-innovation
3 Method
4 Results
4.1 Ecodesign Methods
4.2 Multi-variate Analysis Methods
4.2.1 Scenario Building Method
4.2.2 Modeling and Simulation Methods
4.3 Selecting the Method to Analyze Strategies
5 Conclusions
References
Critical Success Factors on ERP Implementations: A Bibliometric Analysis
Abstract
1 Introduction
2 Methodology
3 Results
3.1 Evolution of Published Studies
3.2 Most Influential Papers
3.3 Most Influential Institutions
3.4 Most Influential Authors
3.5 Most Influential Countries
3.6 Publishing Journals
4 Conclusions
References
A Bibliometric Analysis of Leading Countries in Supply Chain Management Research
Abstract
1 Introduction
2 Bibliometric Methods
3 Results
3.1 Leading Countries in Supply Chain Management
3.2 Periodical Analysis of Leading Countries
3.3 Individual Journal Analysis of the Leading Countries
4 Conclusions
References
STEM Education: A Bibliometric Overview
Abstract
1 Introduction
2 Bibliometrics and Citation Analysis
3 Most Influential Journals in STEM Education
4 Most Influential Articles in STEM Education
5 Most Productive and Influential Authors in STEM Education
6 Most Productive and Influential Institutions in STEM Education
7 Analysis by Research Area in STEM Education
8 Mapping STEM Education Research with VOS Viewer Software
9 Conclusions
References
Premises for the Theory of Forgotten Effects
Abstract
1 Introduction
2 Presentation of the Usual Method Employed to Search for Forgotten Effects Based on Estimates Provided by Experts
3 A Proposal for Basing the Theory on Sentential Logic
4 Conclusion
References
Author Index

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Modelling and Simulation in Management Sciences

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