Computational Science and Its Applications - ICCSA 2024 Workshops

Name: Computational Science and Its Applications - ICCSA 2024 Workshops | Hanoi, Vietnam, July 1-4, 2024, Proceedings, Part V
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Hanoi, Vietnam, July 1-4, 2024, Proceedings, Part V

Osvaldo Gervasi Beniamino Murgante Chiara Garau David Taniar Ana Maria A. C. Rocha Maria Noelia Faginas Lago(Editor)

Springer (Publisher)

Published on 24. July 2024

LXVI, 430 pages

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978-3-031-65282-0 (ISBN)

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Content

Intro
Preface
Welcome Message from Organizers
Organization
Plenary Lectures
Harnessing Artificial Intelligence for Enhanced Spatial Analysis of Natural Hazard Assessments
Software Engineering Research in a New Situation
Interpretability and Privacy Preservation in Large Language Models (LLMs)
Contents - Part V
Evaluating Inner Areas Potentials (EIAP 2024)
Understanding Geographies of Architectural Heritage Abandonment in Inner Areas: A Multi-dimensional Investigation
1 Introduction
2 Causes and Effects of Abandonment Processes on Architectural Heritage: A Theoretical Reading
3 A Multi-dimensional Evaluation of Abandonment Processes in Inner Areas: Evidence from the NSIA Pilot Areas
4 Discussion and Final Reflections
References
The Enhancement of the Alta Valsesia Territorial Potential: A Collaboration-Based Approach Between Academia and Local Actors
1 Introduction
2 The B4R Methodological Approach for the Alta Valsesia Context
3 Study Area
4 Results
4.1 The Exploratory Analysis Main Results
4.2 The Co-design Activities and Results
4.3 The Co-visioning Process First Results
5 Conclusion
References
From Data Collection to a Cross-Cutting Analysis Visualisation: Territorial Complexity Overview to Foster Responsible Tourism in Rural Areas
1 Introduction
2 Background
3 Methodological Approach
4 Results: The Data Collection Process for Visualising and Interpreting the Territorial Complexity in SYSTOUR Project
4.1 The Thematic Map List
4.2 Shared Dataset and GGPP Assessment
4.3 Territorial Complexity Overview
5 Conclusion, Discussion and Limits
References
Resistance to Sardinia's Guarded Capacity: Multicriterial Mapping for Strategies and Valorization of Abandoned Places
1 Introduction
1.1 Territorial Reconnections
1.2 Contents and Aims
2 Materials
2.1 The Uncontaminated Territory of Sardinia
2.2 Selecting the Case Study
3 Methods
3.1 Information-Units and Information-Bearers: Denotation and Connotation
3.2 Denotative Attributes: Official Sources of Data and Indices
3.3 Connotative Attribute: Informative Aggregate System and Hierarchical Evaluation
3.4 Joint Capacity/Resistance Index
4 Applications and Results
4.1 Evaluation Synthesis
4.2 Design Synthesis
5 Discussions and Conclusion
References
Intermunicipal Co-operation in Marginal Territories for the Rebalancing of Territorial Gaps. The Sicani Area in Sicily (Italy)
1 The Background
1.1 Territorial Inequalities
1.2 The B4R Research Project
2 Methodology
2.1 The B4R Methodology
2.2 The Co-visioning Phase
3 The Co-visioning Phase in the Sicani Focus Area
3.1 The Sicani Focus Area
3.2 A Fragmented Governance
3.3 The Co-visionig Method Applied in the Sicani Focus Area
3.4 Collaboration as the Connective Tissue of the Territory
4 Discussion
References
Exploring Mobility in Rural Areas. A Case Study in the Marche Region's Central Apennine
1 Introduction
2 Literature Exploration
3 Methodological Approach
4 Research Findings
5 Discussion and Conclusion
5.1 Mobility Pattern and Challenges
5.2 Implications for Rural Mobility Policies
5.3 Limitations and Future Recommendations
References
Ethical AI Applications for a Human-Centered Cyber Society (EthicAI 2024)
Aspects of Digital Transformation of Higher Education in the Republic of Kazakhstan
1 Introduction
2 Digital Transformation of Higher Education in the Republic of Kazakhstan
3 The Ethical Side of Digital Transformation of Higher Education
4 Conclusion
References
Ethical Principles in Artificial Intelligence for Children: A Protocol for a Scoping Review
1 Introduction
1.1 Ethics of Artificial Intelligence
1.2 Limits and Resources of Gray Literature
1.3 Scoping Review as a Literature Synthesis Methodology
2 Methodology
2.1 Eligibility Criteria
2.2 Information Sources and Search Strategy
2.3 Data Management and Selection Process
2.4 Data Items
2.5 Synthesis of Results
2.6 Risk of Biases
3 Discussion
References
Ethical Aspects of Analyzing Kazakh Political Discourse
1 Introduction
2 Related Works
3 Research Methods
4 Ethical Aspects of Analyzing Kazakh Political Discourse
5 Conclusion
References
4th International Workshop on Future Information System Technologies and Applications (FiSTA 2024)
Can One Model Fit All? An Exploration of Wav2Lip's Lip-Syncing Generalizability Across Culturally Distinct Languages
1 Introduction
2 Related Works
3 Methodology
3.1 Wav2Lip Overview
3.2 Data Collection
3.3 Video Generation
3.4 Evaluation
3.5 Face-to-Face Translation Workflow
4 Experiments and Results
4.1 Quantitative Evaluation
4.2 Qualitative Evaluation
5 Discussion
6 Conclusion and Future Works
References
Internet of Things Implemented with Mruby
1 Introduction
2 Literature Review
2.1 Internet of Things
2.2 Microcontroller
2.3 Software Integration with Mruby
2.4 Long Range Communication
3 Methodology
3.1 Implementing the ESP32 Microcontroller with Mruby
3.2 Overview of Systems
3.3 Smart Farm System Design
4 Experiments and Results
4.1 Application
5 Conclusion
References
Geomatics for Resource Monitoring and Management (GRMM 2024)
Estimating Urban Growth from Landsat 8 Data Using Post-classification and Albedo Change Analysis in GEE Environment
1 Introduction
2 Materials and Methods
2.1 Study Area
2.2 GEE Platform and Input Data
2.3 Image Classification and Post-classification Comparison
2.4 Image Differencing and Isolated Pixel Filter
2.5 Albedo Estimation
2.6 Accuracy Assessment of the Urban Change Map
3 Results and Discussion
3.1 LU/LC Classification Maps and Accuracy Assessment
3.2 Change Detection
4 Conclusion
References
Exploiting Medium-Resolution Sentinel Data in Google Earth Engine for Burned Area Reflectance Classification
1 Introduction
2 Material and Methods
2.1 Study Area and Input Data
2.2 Preprocessing Analysis
2.3 Severity Metrics
2.4 Validation
2.5 GEE Code
3 Results and Discussion
4 Conclusion
References
Advancing Sustainable Water Management in Southern Italy Through Integrated Hydrological Modeling and Earth Observation
1 Introduction
2 Research Context
3 Pilot Case Study
4 SMAR Features and Use in the Literature
4.1 Description of the Model
4.2 Review of Applications
5 Conclusion and Research Directions
References
Silting Effect on Tidal Basin Circulation: A Case Study
1 Introduction
2 Study Area and Methodology
2.1 The Case Study: Bacino Fede
2.2 Numerical Model
3 Results and Discussion
3.1 Hydrodynamic Simulations
3.2 Water Quality Simulations
4 Conclusions
References
Using the Intensity Values Obtained from Terrestrial Laser Scanner for Monitoring the Effects of Plant Disease: The Case Study of Gorgognolo (Italy)
1 Introduction
2 The Study Area
3 Methodology Employed
4 Data Acquisition and Processing
5 Intensity Parameter Analysis
6 Conclusions, Remarks and Further Developments
References
The Influence of Sea Level and Wave Storms on Beach Erosion Along Apulian Coastline
1 Introduction
2 Materials and Methods
2.1 Case Study
2.2 Data Sources and Methods
3 Results
4 Discussion
5 Conclusions
References
Optimize the Estimation of Maize Height Using Sentinel-1: A Case Study in Umbria, Italy
1 Introduction
2 Materials and Methods
2.1 Study Area and Field Data
2.2 Sentinel-1 Data
2.3 Random Forest Modeling and Statistical Analysis
3 Results and Discussion
3.1 SAR Parameters and Their Relationship with Maize Height
3.2 Random Forest Models
4 Conclusions
References
Optimizing Feature Selection for Solar Park Classification: Approaches with OBIA and Machine Learning
1 Introduction
2 Study Area
3 Data Set
3.1 S2 Imagery
3.2 Methodology
3.3 SNIC Algorithm Segmentation
3.4 Features Extraction
3.5 Objects Labeling
3.6 RFE
3.7 Oversampling Data
3.8 RF Classification Models
3.9 Accuracy Analysis
4 Results
4.1 Segmentation
4.2 Object Labeling
4.3 RFE Results
4.4 RF Model Validation
4.5 Test Area Classification
5 Discussion and Conclusion
References
GIS, Remote Sensing, and Forecasting Systems for Precision Agriculture Development
1 Introduction
2 Materials and Methods
3 Case Study
4 Results
5 Discussion
6 Conclusion
References
Geographical Analysis, Urban Modeling, Spatial Statistics (Geog-And Mod 2024)
Emergency Communication Protocols for Pleasure Boats Using Eye-Tracker and EEG
1 Introduction
2 Literature Review
3 Materials and Methods
3.1 Communication Protocol ISIDE
3.2 Technological Devices and Software
3.3 Scenario
3.4 Questionnaire
3.5 Experimental Design
3.6 Participants
3.7 KPIs
4 Result and Discussion
4.1 Test Performance
4.2 Cognitive and Vital Parameters
4.3 Eye-Gaze Movement
4.4 Questionnaire
4.5 Limitations
5 Conclusions
Appendix 1
Appendix 2
References
Spatial Multi-criteria Analysis for the Planning of Green Hydrogen Infrastructure: The Case Study of the Industrial Area of Viggiano
1 Introduction
2 Analysis Method
3 Case Study
3.1 Study Area
3.2 Spatial Analysis of Criteria
3.3 Land Suitability Map
4 Conclusion
References
Complex Network Analysis of Imported and Exported Goods in the United States of America
1 Introduction
2 Data Used Here
3 Method
4 Analysis and Results
5 Summary and Conclusion
Appendix A
References
An Approach for Spatial Optimization on Positioning Surveillance Cameras
1 Introduction
2 Background and Related Work
3 Study Area and Data
4 The Criminal Visibility Index for Surveillance Cameras
5 A Greedy Algorithm to Approximate the Solution for Optimal Camera Placement
6 Experiments and Results
7 Conclusions and Future Work
References
ClimaInfo: Information Visualization Dashboard for Climatological and Environmental Data
1 Introduction
2 Background and Related Works
3 Methodology
4 Prototype - ClimaInfo
5 Evaluation Methodology
6 Results and Discussion
7 Final Remarks and Future Works
References
Enhancing Urban Walkability Assessment with Multimodal Large Language Models
1 Introduction
2 Background
3 Methodology
3.1 The Adopted MLLM: LLaVA
4 Results and Discussion
4.1 Evaluations of LLaVA Responses
4.2 Example of Application to an Urban Area
5 Conclusions and Future Work
References
Past, Present and Climate Change Scenarios: Investigating Erosion Risk on Archaeological Heritage in the Sinni Valley (Basilicata, Italy)
1 Introduction
2 Methods
2.1 Spatial Analysis: Nearest Neighbor Methods and Kernel Density Estimation
2.2 USPED Method for Erosion Estimation
3 Study Area
3.1 The Sinni Valley
3.2 The Archaeological Map of the Sinni Valley and Vulnerability Criteria
4 Results
4.1 Vulnerability Assessment
4.2 USPED Computation
5 Discussion and Final Remarks
References
Author Index

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Computational Science and Its Applications - ICCSA 2024 Workshops

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