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

• Record Nr.: UNINA9910878062303321
• Autore: Gervasi Osvaldo
• Pubbl/distr/stampa: Cham : , : Springer International Publishing AG, , 2024; ©2024
• ISBN: 9783031652820; 9783031652813
• Edizione: [1st ed.]
• Descrizione fisica: 1 online resource (487 pages)
• Collana: Lecture Notes in Computer Science Series ; ; v.14819
• Altri autori (Persone): MurganteBeniamino; GarauChiara; TaniarDavid; C. RochaAna Maria A; Faginas LagoMaria Noelia
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Nota di contenuto: 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.