Computational Science and Its Applications – ICCSA 2024 Workshops : Hanoi, Vietnam, July 1–4, 2024, Proceedings, Part II / / edited by Osvaldo Gervasi, Beniamino Murgante, Chiara Garau, David Taniar, Ana Maria A. C. Rocha, Maria Noelia Faginas Lago

• Autore: Gervasi Osvaldo
• Pubblicazione: Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024
• Edizione: 1st ed. 2024.
• Descrizione fisica: 1 online resource (474 pages)
• Disciplina: 004.6
• Soggetto topico: Computer networks; Computer science; Computer engineering; Artificial intelligence; Computer systems; Computer Communication Networks; Computer Science; Computer Engineering and Networks; Artificial Intelligence; Computer System Implementation
• Altri autori: MurganteBeniamino GarauChiara TaniarDavid C. RochaAna Maria A Faginas LagoMaria Noelia
• 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 II -- Advances in Information Systems and Technologies for Emergency Management, Risk Assessment and Mitigation Based on the Resilience Concepts (ASTER 2024) -- Community Resilience Analysis for the Formulation of a Seismic Mitigation Strategy at Inter-municipal Level -- 1 Introduction -- 2 Case Study Analysis -- 3 Resilience Prioritization -- 4 Conclusions -- References -- Advances in Web Based Learning (AWBL 2024) -- Exploring the Navigation Patterns of Learners on an Educational Recommender System -- 1 Introduction -- 2 Related Work -- 3 The Educational Recommender System and Learning Materials Used for Data Collection -- 3.1 The Semantic Web-Based Educational Recommender System -- 3.2 Learning Materials of Digital Computer Design Course -- 4 Statistical Findings of the Educational Recommender System Usage by Learners -- 5 Discussion and Conclusion -- References -- Improving Efficiency of Natural-Language Text Generation for Automatic Pedagogical Questions -- 1 Introduction -- 2 Related Works -- 3 Method -- 3.1 Existing Approach and its Flaws -- 3.2 Improvements -- 4 Results -- 5 Discussion -- 6 Conclusion -- References -- Cyber Intelligence and Applications (CIA 2024) -- An Android Malware Multi-class Classification Explained Through Genetic Programming -- 1 Introduction -- 2 Related Works -- 3 Background -- 3.1 API-Images -- 3.2 Symbolic Regression in Genetic Programming -- 4 The Employed GP-Based Classifier -- 5 Experimental Results -- 5.1 Dataset and Pre-processing -- 5.2 Evaluation Metrics. ; 5.3 Preliminary Results -- 5.4 GP-Based Classifier and Results -- 5.5 Formula Extraction and Explainability -- 6 Conclusions and Future Work -- References -- TinyIDS - An IoT Intrusion Detection System by Tiny Machine Learning -- 1 Introduction -- 2 Background and Related Work -- 2.1 TON_IoT Dataset -- 2.2 Related Work -- 3 Dataset Processing -- 4 Model Implementation -- 5 Measurements and Results -- 6 Conclusion -- References -- A General Study on the Malware Propagation Models in Wireless Sensor Networks -- 1 Introduction -- 2 Description of WSNs -- 3 Malware Classification -- 4 Global Models for Malware Propagation in WSN -- 4.1 SI Model -- 4.2 SIR Model -- 4.3 SIRD Model -- 4.4 SEIRD Model -- 4.5 SEIVR Model -- 5 Selected Example of One of the Models -- 6 Conclusion -- References -- Comparative Analysis of AI-Based Methods for Enhancing Cybersecurity Monitoring Systems -- 1 Introduction -- 2 Related Work -- 3 Innovative Methods for Improving SIEM -- 3.1 Security Information and Event Management -- 3.2 Correlation Index Analysis -- 3.3 Association Rule Mining -- 3.4 Explainable Artificial Intelligence -- 4 Proposed Approach for SIEM Rules Definition -- 4.1 Rules Derived Through Correlation Index Analysis -- 4.2 Rules Derived Through Association Rule Mining -- 4.3 Rules Derived Through Explainable Artificial Intelligence -- 5 Experimental Setup and Results -- 5.1 Datasets -- 5.2 Parameter Settings -- 5.3 Results -- 6 Discussion -- 7 Conclusion -- References -- A Predictive Model for Phishing Attacks on Mobile Intelligent Agent Systems -- 1 Introduction -- 2 Related Works -- 3 Methodology -- 4 Results and Discussion -- 4.1 Experimental Hardware and Software Tools -- 4.2 Experimental Dataset -- 4.3 PPM Performance Indicators -- 4.4 Experimental Results -- 4.5 Evaluation of PPM -- 5 Conclusion -- References. ; Computational Methods, Statistics and Industrial Mathematics (CMSIM 2024) -- Metabolic Cost of Load Carriage in a Special Forces Team - A Non-parametric Approach -- 1 Introduction -- 2 Objectives and Methods -- 2.1 Soldiers' Conditions Characterization: Unloaded and Fully Loaded for Combat -- 2.2 Experimental Protocol -- 2.3 Gas Analysis - Oxygen Consumption -- 2.4 Blood Analysis -- 2.5 Statistical Methodology -- 3 Results Analysis and Discussion -- 3.1 Peak Oxygen Uptake -- 3.2 Heart Rate During Treadmill Exercise -- 3.3 Blood Lactate (mmol/l) -- 4 Conclusions and Final Remarks -- References -- Performance Evaluation of Information Systems in Portuguese Municipalities -- 1 Introduction -- 2 Literature Review and Research Framework -- 2.1 Portuguese Municipalities -- 2.2 Performance Assessment of Information Systems -- 2.3 DeLone and Mclean Model and Public Administration -- 2.4 Research Framework Hypotheses -- 3 Research Methodology -- 3.1 Participants and Data Collection -- 3.2 Local Public Administration Employees Personal Information/Demographic Data -- 3.3 Survey Instrument and Structure -- 3.4 Pilot Study for the Questionnaire -- 3.5 SPSS and SmartPLS -- 3.6 Adjustment Quality for the PLS-SEM Model -- 3.7 Model Adjustment -- 4 Results -- 4.1 Specific Indirect Effects -- 4.2 Results of Formulated Hypotheses -- 5 Results Discussion -- 6 Limitations -- 7 Conclusions -- References -- .28em plus .1em minus .1emPortuguese Service Electricity Continuity Indicators: Municipality Code and Quality Service Zones Evaluation - 2014 to 2022 -- 1 Introduction -- 2 Methodology -- 2.1 ANOVA Two-Way -- 3 Data and Data Analysis -- 3.1 Descriptive Measures -- 3.2 Model Analysis -- 3.3 Some Remarks -- 4 Conclusion -- References -- Spatial and Multivariate Statistics in Assessing Water Quality in the North Sea -- 1 Background and Motivation -- 2 Material and Methods. ; 2.1 Study Area and Data Sources -- 2.2 Pre-processing: Data Validation and Imputation -- 2.3 Exploratory Spatial Data Analysis -- 2.4 Spatial Autocorrelation: Moran's I -- 2.5 Principal Components Analysis (PCA) -- 3 Results -- 3.1 ESDA -- 3.2 PCA: By Region and Globally -- 3.3 Global and Local Moran's I-statistic -- 4 Comments and Concluding Remarks -- References -- Enhancement of Database Access Performance by Improving Data Consistency in a Non-relational Database System (NoSQL) -- 1 Introduction -- 2 Methods -- 2.1 Tools Employed -- 3 Results -- 3.1 Workload A (Update Heavy Workload) -- 3.2 M Workload B (Read Mostly Workload) -- 3.3 Workload F (Read, Modify, Write Workload) -- 4 Discussion -- 5 Conclusion -- References -- Algorithm of Determining Errors of Gimballed Inertial Navigation System -- 1 Introduction -- 2 Features of Inertial Navigation System with Two-Axis Gimballed Platform -- 3 Algorithm of Determining Errors -- 4 Modelling Results -- 5 Conclusions -- 6 Discussion -- References -- Crossover Design on the Bioequivalence of Pharmaceuticals - A Case of Study -- 1 Introduction -- 2 Preliminaries -- 3 Theoretical Model -- 4 Analysis of Variance -- 5 Descriptive Data Analysis and Validation Tests -- 6 Empirical Application - Analysis of Variance -- 7 Final Remarks -- References -- Mathematical and Statistical Frameworks Fostering Advances in AI Systems and Computing -- 1 Introduction -- 2 Exploring Connections of Mathematical and Statistical Frameworks with AI Systems and Computing -- 3 Hadamard Matrices: Connecting Past to Future in AI Applications -- 4 AI in the Quantum Paradigm: Risks, Questions and Queries -- 5 Conclusions -- References -- Information Management's Influence on Telework Efficiency and Leadership: Perspectives from a Study in Portugal -- 1 Introduction -- 2 Literature Review. ; 2.1 Telework and Its Implications for Organizational Effectiveness -- 2.2 Information Management in Telework Environments -- 2.3 Leadership Roles and Strategies in Facilitating Telework Effectiveness -- 2.4 The Portuguese Context of Telework Adoption and Its Challenges -- 2.5 Barriers to Telework Adoption -- 2.6 Research Question -- 3 Methodology -- 3.1 Data Collection -- 3.2 Sampling Strategy and Participant Demographics -- 3.3 Data Analysis Techniques -- 4 Findings -- 4.1 Impact of Information Management Practices on Telework Effectiveness -- 4.2 Leadership Strategies Conducive to Successful Telework Arrangements -- 4.3 Challenges and Opportunities Specific to the Portuguese Context -- 5 Discussion -- 5.1 The Interplay Between Information Management, Telework Effectiveness, and Leadership -- 5.2 Implications for Organizational Policy and Practice -- 5.3 Recommendations for Fostering Effective Telework Environments in Portugal -- 6 Conclusion -- 6.1 Summary of Key Findings -- 6.2 Limitations and Avenues for Future Research -- 6.3 Closing Remarks on the Significance of Information Management and Leadership in Enhancing Telework Effectiveness -- References -- The Fish Biology and Firms' Internationalisation: The Process Explained Through a Metaphor -- 1 Introdution -- 2 Theoretical Foundation and Hypotheses -- 2.1 International Development -- 2.2 Stimuli for International Development -- 2.3 Barriers to International Development -- 3 Research Methodology -- 3.1 Research Strategy -- 4 Quantitative Research -- 4.1 Results of Study 1 -- 4.2 Results of Study 2 -- 5 Discussion, Findings and Conceptualisation -- 6 Typology and Contextualisation -- 7 Implications, Future Research and Conclusion -- 7.1 From Theoretical Implications to Executive Implementation -- 7.2 Conclusions, Limitations and Avenues for Further Research -- References. ; A New Probability Distribution: Theory, Simulation and Real Application.
• Sommario/riassunto: This eleven-volume set LNCS 14815 – 14825 constitutes the refereed workshop proceedings of the 24th International Conference on Computational Science and Its Applications, ICCSA 2024, held at Hanoi, Vietnam, during July 1–4, 2024. The 281 full papers, 17 short papers and 2 PHD showcase papers included in this volume were carefully reviewed and selected from a total of 450 submissions. In addition, the conference consisted of 55 workshops, focusing on very topical issues of importance to science, technology and society: from new mathematical approaches for solving complex computational systems, to information and knowledge in the Internet of Things, new statistical and optimization methods, several Artificial Intelligence approaches, sustainability issues, smart cities and related technologies.
• Titolo autorizzato: Computational Science and Its Applications - ICCSA 2024 Workshops
• ISBN: 9783031652233; 3031652231
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910878059503321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Computer Science, . 1611-3349 ; ; 14816