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Computational Science and Its Applications – ICCSA 2022 Workshops: Malaga, Spain, July 4–7, 2022, Proceedings, Part I (Lecture Notes in Computer Science, 13377)

معرفی کتاب «Computational Science and Its Applications – ICCSA 2022 Workshops: Malaga, Spain, July 4–7, 2022, Proceedings, Part I (Lecture Notes in Computer Science, 13377)» نوشتهٔ Osvaldo Gervasi; Beniamino Murgante; Sanjay Misra; Ana Maria A. C Rocha; Chiara Garau; ICCSA (Conference)، منتشرشده توسط نشر Springer International Publishing AG در سال 2022. این کتاب در 245 صفحه، فرمت pdf، زبان انگلیسی ارائه شده است.

The eight-volume set LNCS 13375 – 13382 constitutes the proceedings of the 22nd International Conference on Computational Science and Its Applications, ICCSA 2022, which was held in Malaga, Spain during July 4 – 7, 2022. The first two volumes contain the proceedings from ICCSA 2022, which are the 57 full and 24 short papers presented in these books were carefully reviewed and selected from 279 submissions. The other six volumes present the workshop proceedings, containing 285 papers out of 815 submissions. These six volumes includes the proceedings of the following workshops: ​ Advances in Artificial Intelligence Learning Technologies: Blended Learning, STEM, Computational Thinking and Coding (AAILT 2022); Workshop on Advancements in Applied Machine-learning and Data Analytics (AAMDA 2022); Advances in information Systems and Technologies for Emergency management, risk assessment and mitigation based on the Resilience (ASTER 2022); Advances in Web Based Learning (AWBL 2022); Blockchain and Distributed Ledgers: Technologies and Applications (BDLTA 2022); Bio and Neuro inspired Computing and Applications (BIONCA 2022); Configurational Analysis For Cities (CA Cities 2022); Computational and Applied Mathematics (CAM 2022), Computational and Applied Statistics (CAS 2022); Computational Mathematics, Statistics and Information Management (CMSIM); Computational Optimization and Applications (COA 2022); Computational Astrochemistry (CompAstro 2022); Computational methods for porous geomaterials (CompPor 2022); Computational Approaches for Smart, Conscious Cities (CASCC 2022); Cities, Technologies and Planning (CTP 2022); Digital Sustainability and Circular Economy (DiSCE 2022); Econometrics and Multidimensional Evaluation in Urban Environment (EMEUE 2022); Ethical AI applications for a human-centered cyber society (EthicAI 2022); Future Computing System Technologies and Applications (FiSTA 2022); Geographical Computing and Remote Sensing for Archaeology (GCRSArcheo 2022); Geodesign in Decision Making: meta planning and collaborative design for sustainable and inclusive development (GDM 2022); Geomatics in Agriculture and Forestry: new advances and perspectives (GeoForAgr 2022); Geographical Analysis, Urban Modeling, Spatial Statistics (Geog-An-Mod 2022); Geomatics for Resource Monitoring and Management (GRMM 2022); International Workshop on Information and Knowledge in the Internet of Things (IKIT 2022); 13th International Symposium on Software Quality (ISSQ 2022); Land Use monitoring for Sustanability (LUMS 2022); Machine Learning for Space and Earth Observation Data (MALSEOD 2022); Building multi-dimensional models for assessing complex environmental systems (MES 2022); MOdels and indicators for assessing and measuring the urban settlement deVElopment in the view of ZERO net land take by 2050 (MOVEto0 2022); Modelling Post-Covid cities (MPCC 2022); Ecosystem Services: nature’s contribution to people in practice. Assessment frameworks, models, mapping, and implications (NC2P 2022); New Mobility Choices For Sustainable and Alternative Scenarios (NEMOB 2022); 2nd Workshop on Privacy in the Cloud/Edge/IoT World (PCEIoT 2022); Psycho-Social Analysis of Sustainable Mobility in The Pre- and Post-Pandemic Phase (PSYCHE 2022); Processes, methods and tools towards RESilient cities and cultural heritage prone to SOD and ROD disasters (RES 2022); Scientific Computing Infrastructure (SCI 2022); Socio-Economic and Environmental Models for Land Use Management (SEMLUM 2022); 14th International Symposium on Software Engineering Processes and Applications (SEPA 2022); Ports of the future - smartness and sustainability (SmartPorts 2022); Smart Tourism (SmartTourism 2022); Sustainability Performance Assessment: models, approaches and applications toward interdisciplinary and integrated solutions (SPA 2022); Specifics of smart cities development in Europe (SPEED 2022); Smart and Sustainable Island Communities (SSIC 2022); Theoretical and Computational Chemistryand its Applications (TCCMA 2022); Transport Infrastructures for Smart Cities (TISC 2022); 14th International Workshop on Tools and Techniques in Software Development Process (TTSDP 2022); International Workshop on Urban Form Studies (UForm 2022); Urban Regeneration: Innovative Tools and Evaluation Model (URITEM 2022); International Workshop on Urban Space and Mobilities (USAM 2022); Virtual and Augmented Reality and Applications (VRA 2022); Advanced and Computational Methods for Earth Science Applications (WACM4ES 2022); Advanced Mathematics and Computing Methods in Complex Computational Systems (WAMCM 2022). Preface Welcome Message from Organizers Organization Contents – Part I International Workshop on Advances in Artificial Intelligence Learning Technologies: Blended Learning, STEM, Computational Thinking and Coding (AAILT 2022) Real-Time Flight Recording via Mobile Devices for Autonomous and Assisted Navigation Tasks 1 Introduction 2 Data Acquisition System Architecture 2.1 Unmanned Aerial Vehicle Modeling and Control 2.2 Data Acquisition System Algorithm 2.3 Operation of the Data Acquisition System 3 Experimental Tests 3.1 UAV Autonomous Navigation 3.2 Results of the Roll, Pitch and Yaw Attitude Variables 3.3 Results of the Positioning Variables 4 Conclusions References Natural Language Processing and Deep Learning Based Techniques for Evaluation of Companies’ Privacy Policies 1 Introduction 2 Related Works 3 Methodology and Proposed Architecture 3.1 Proposed Companies’ Privacy Policies Analysis Framework 3.2 System Architecture 3.3 Programming Language 4 System Implementation and Experimental Evaluation 4.1 Splitting of Dataset into Training and Test Set 4.2 Word Tokenization 4.3 Word Embeddings 4.4 Classification 4.5 Experiments: DL Learning Curves 4.6 Experimental Results and Discussion 5 Conclusion References International Workshop on Advancements in Applied Machine-learning and Data Analytics (AAMDA 2022) Methodology for Product Recommendation Based on User-System Interaction Data: A Case Study on Computer Systems E-Commerce Web Site 1 Introduction 2 Fundamental Concepts and Literature Review 2.1 Fundamental Concepts 2.2 Literature Review 3 Methodology 4 Prototype and Evaluation 4.1 Prototype and Evaluation Strategy 4.2 Dataset 4.3 Test Design 4.4 Experimental Results 5 Conclusion and Future Work References A Systematic Literature Review of Question Answering: Research Trends, Datasets, Methods 1 Introduction 2 Methodology 2.1 Review Method 2.2 Research Questions 2.3 Search Strategy 2.4 Study Selection 2.5 Data Extraction 2.6 Threats to Validity of Research 3 Analysis Results 3.1 Important Journal Publications 3.2 Most Active Researchers 3.3 Research Topics in the Question Answering Field 3.4 Datasets Used for Question Answering 3.5 Methods Used in Question Answering 3.6 Best Method Used for Question Answering 4 Conclusion and Future Works References Steel Quality Monitoring Using Data-Driven Approaches: ArcelorMittal Case Study 1 Introduction 2 Data and Exploratory Analysis 2.1 Data Description 2.2 Exploratory Data Analysis 3 Proposed Approach 4 Results and Discussions 5 Conclusion References Adding Material Embedding to the image2mass Problem 1 Introduction 2 Related Work 3 Mass and Material Estimation from Image 3.1 image2mass: Mass Estimation Using Image 3.2 image2material: Material Recognition Using Image 4 Augmented image2mass Model with Material Embedding 5 Experiments 5.1 Material Recognition of image2mass Dataset 5.2 Experimentation Details of Modified Networks 6 Results and Analysis 7 Conclusion References Hyperparameter Optimisation of Artificial Intelligence for Digital REStoration of Cultural Heritages (AIRES-CH) Models 1 Introduction 2 The AIRES-CH Project so Far 2.1 The Training Dataset 2.2 The Neural Network Models 2.3 Summary of Results 3 Hyperparameter Optimisation 3.1 1D Branch 3.2 2D Branch 4 Results and Discussion 4.1 1D Branch 4.2 2D Branch 4.3 A Brief Weight Analysis 5 Conclusions and Outlook References A Computational Measure for the Semantic Readability of Segmented Texts 1 Introduction 2 The Semantic Readability Index for Segmented Texts 3 Computation of the Text Segment Embeddings 4 Computation of the Hamiltonian Paths 5 Computation of the Readability Index 6 Experiments 6.1 Selected Texts 6.2 Experimental Setting 6.3 Experimental Results 7 Conclusion and Future Work References Predictive Maintenance Experiences on Imbalanced Data with Bayesian Optimization Approach 1 Introduction 2 Background and Related Works 3 Dataset Description 3.1 AI4I 2020 Predictive Maintenance Dataset 3.2 Electrical Power System Transmission Lines Dataset 4 Exploratory Analysis 5 Methodology for Predictive Maintenance 5.1 Algorithm Description 5.2 Training Phase 6 Results and Discussions 7 Conclusions References Empowering COVID-19 Fact-Checking with Extended Knowledge Graphs 1 Introduction 2 Related Works 3 Methodology 4 Results 4.1 Dataset Creation 4.2 SPO Extraction 4.3 Knowledge Graph Creation 5 Discussion 6 Conclusions and Future Works References International Workshop on Advances in information Systems and Technologies for Emergency management, risk assessment and mitigation based on the Resilience (ASTER 2022) Multi-hazard Analysis and Mapping of Infrastructure Systems at National Level Using GIS Techniques: Preliminary Results 1 Introduction 1.1 The Italian Territorial Context 1.2 The CIPCast Platform 1.3 The RAFAEL Project 2 Study Area Characteristics 2.1 Hazards 3 Materials and Methods 3.1 Datasets 3.2 Hazard Mapping 4 Results 5 Discussion and Conclusions References International Workshop on Advances in Web Based Learning (AWBL 2022) Use of Metaverse in Education 1 Introduction 1.1 Web 1.0 1.2 Web 2.0 1.3 Web 3.0 2 Metaverse Environment 3 Metaverse Architecture 4 A Brief History of Metaverse 5 Use of Metaverse in Education 6 Advantages and Disadvantages of Using Metaverse in Education 7 Conclusion References Peculiarities of Formation and Implementation of State Policy in the Field of Continuous Education in Ukraine 1 Introduction 2 Materials and Methods 3 Results and Discussion 3.1 Theoretical Approaches to the Formation of State Policy in the Field of Continuing Education 3.2 Analysis of the Current State of Implementation of State Policy in the Field of Continuing Education 4 Conclusion References International Workshop on Block chain and Distributed Ledgers: Technologies and Applications (BDLTA 2022) A Multilayer Approach to the Security of Blockchain Networks of the Future 1 Introduction 2 Future Developments of Blockchain in 6G Network 3 Layered Data Protection Approach 4 Failure Recovery 5 Open Digital Asset Protocol (ODAP) 6 Distributed Recovery Procedure 7 Conclusion References NFT Performance and Security Review 1 Intro 2 Life of an NFT 2.1 Artist Creates NFT - Minting 2.2 Selling 2.3 Automated Market Maker (AMM) 3 NFT Structure 4 NFT Architecture Review 4.1 JSON Files 4.2 Storage of Meta-Information and Media Data Options 4.3 Options for Interacting with NFT Content 5 Ethereum Scaling 5.1 On-Chain Scaling 5.2 Off-Chain Scaling 6 Main Technological Issues We See in NFT Technology 6.1 Slow Processing of Operations 6.2 High Gas Cost 6.3 Blockchain Compatibility 6.4 Unavailability of NFT Data 7 Conclusion References Building an Example of the DeFi Presale Cross-chain Application 1 Introduction 2 Related Work 3 The Launchpad Application 3.1 The Components of the Presale Platform 3.2 The Principle of Operation of a Decentralized Exchange (DEX) 3.3 The Crosschain-Part of the Application 3.4 Project Architecture 3.5 The Presale's Lifecycle 3.6 Analysis of the Results Obtained 4 Conclusions References Decomposition, Depositing and Committing of Digital Footprint of Complex Composite Objects 1 Introduction and Related Works 2 Method 2.1 Composite Object and Maturity Stages of Its Commit 2.2 Structures of Composite Objects 2.3 Approach to the Description of External and Internal Fragmentation 2.4 IPUniversity Platform 3 Case Study 4 Results and Discussion 5 Conclusion References International Workshop on Bio and Neuro inspired Computing and Applications (BIONCA 2022) PSO Performance for Solving Nonlinear Systems of Equations: Comparing Segmentation of Search Space and Increase of Number of Particles 1 Introduction 2 Particle Swarm Optimization 3 Evolution of Search Space 4 Segmented PSO 5 Test Problems 6 Results Obtained 7 Conclusion References Mathematical Modeling of Chiller-Based Refrigeration Systems for Energy Efficiency Optimization 1 Introduction 2 Chillers in Refrigeration System 3 Proposed Model for the Compression Chiller 4 Model Validation Results 5 Global Energy Demand 6 Conclusions References Mathematical Modeling of Cooling Towers-Based Refrigeration Systems for Energy Efficiency Optimization 1 Introduction 2 Cooling Tower in Refrigeration System 3 Modeling Methods 3.1 Merkel's Method 3.2 Effectiveness Method 4 Cooling Tower's Proposed Model 4.1 Tower 4.2 Tower's Fans 5 Model Validation Results 6 Conclusions References The Influence of Amyloid-Beta on Calcium Dynamics in Alzheimer's Disease: A Spatio-Temporal Study 1 Introduction 2 Mathematical Model 3 Computational Framework and Numerical Results 4 Conclusions References International Workshop on Configurational Analysis for Cities (CA CITIES 2022) Driver Factors, Wildcards and Spatial External Effects of Urban Sprawl in Poland (2016–2022) 1 Introduction 2 Factors of Suburban Sprawl, Wildcards, and Externalities 2.1 Urban Sprawl, Suburbanization 2.2 Wildcards (Black Swans) 2.3 External Effects and Spatial Externalities 3 Data and Methodology of Research 4 Results. Urban Sprawl in Poland in Light of Dwellings Completed Per 10K Population 5 Discussion and Conclusions References Accessibility and Mobility in the Small Mountain Municipality of Zafferana Etnea (Sicily): Coupling of Walkability Assessment and Space Syntax 1 Introduction 2 Literature Review: Accessibility and Mobility and the Combination of Walkability and Space Syntax 3 Methodology 3.1 Space Syntax Analysis 3.2 The Development of the Correlation Between Mobility and Urban Spaces in the Post-pandemic Phase 3.3 The Case Study of Zafferana Etnea in Sicily 4 Results 5 Discussion and Conclusions References Digital City-Surveillance Models and Urban Security: Integrating Isovist and Space Syntax in Realising Adaptive Decision Support Systems 1 Introduction 2 Concepts and Methods 3 Results and Discussion 3.1 Environmental Approach to Security: Origins and Development 3.2 The Role of IT and ICT in Urban Security Progress 3.3 The Role of Surveillance in Promoting Urban Security 3.4 Exploring the Roots of Surveillance: Isovist, Viewfield and Visibility Graph Analysis 3.5 A Digital Surveillance-City Model: A DSS Integrating Isovist and Space Syntax Logic 4 Concluding Remarks References Towards a Spatial Approach to Territorialize Economic Data in Urban Areas’ Industrial Agglomerations 1 Introduction 2 Datasets and Variables Used in the Proof of Concept 2.1 Datasets for the Construction of a Spatial Unit – the Macroarea 2.2 Economic Variables and Their Issues of Territorialization 3 A Method for Economic Data Territorialization - Results 4 Discussion of the Macroarea-BasedTerritorialization Results 5 Concluding Remarks References The 15-Min City: A Configurational Approach for Understanding the Spatial, Economic, and Cognitive Context of Walkability in Vienna 1 Introduction 2 Theoretical Framework 2.1 The Theory of the Natural Movement Economic Process 2.2 The Dual Network 2.3 Spatial Centrality for Neighbourhoods 3 The Case Study of Vienna in Austria 4 Method and Data 4.1 Computational Analysis with Space Syntax 4.2 Data 4.3 Statistical Analysis 4.4 Visual Analysis 5 Results and Discussion 5.1 Mathematical Street Network Analysis of Vienna 5.2 Spatial Centralities of Neighbourhoods 5.3 Intelligibility 5.4 Photographic Illustration 6 Conclusions References International Workshop on Computational and Applied Mathematics (CAM 2022) A Modified Quaternionic Weierstrass Method 1 Introduction 2 Preliminary Results 3 Polynomial Problems over H 3.1 The Factor Problem 3.2 The Evaluating Problem 3.3 The Deflate Problem 4 A Modified Weierstrass Method 5 Numerical Experiments 6 Conclusions References Non-symmetric Number Triangles Arising from Hypercomplex Function Theory in Rn+1 1 Introduction 2 Sums over Entries of the Rows in the Non-symmetric Number Triangles 3 Recurrences and Series over the Entries in the Main Diagonal 4 A Relation to the Sequence of Jacobsthal Numbers References A Sixth-Order CEV Option Valuation Algorithm on Non-uniform Spatial Grids 1 Introduction 2 The CEV Option Pricing Model 2.1 The CEV PDE 3 High-Order Non-uniform Scheme 3.1 Nth-Order Scheme 4 Applications to Option Pricing 4.1 Numerical Discretisation of the CEV PDE 4.2 Grid-Spacing 5 Numerical Experiments 6 Conclusion References Fixed Points for Cubic Coquaternionic Maps 1 Introduction 2 Preliminary Results 2.1 The Algebra Hcoq 2.2 Unilateral Coquaternionic Polynomials 3 Fixed Points for Cubic Coquaternionic Maps 3.1 Case aP 3.2 Case aR 3.3 Case aC 3.4 Case aD 4 Examples References Remarks on the Zeros of Quadratic Coquaternionic Polynomials 1 Introduction 2 Basic Results and Notations 3 Polynomials in Hcoq[x] 4 The Zero Structure of Quadratic Polynomials in Hcoq[x] 5 The Number and Nature of the Zeros 6 Conclusions References International Workshop on Computational and Applied Statistics (CAS 2022) A Note on Kendall's Tau Coefficient for Gap Times in Presence of Right Censoring 1 Introduction 1.1 Notations and Definitions 2 Estimators of the Bivariate Distribution Function for Censored Gap Times 3 Estimators of the Kendall's Tau Coefficient for Censored Gap Times 3.1 Procedure for Obtaining Kendall's Tau Estimates 4 Simulation Study 4.1 Simulation Results 5 Example of Application with Real Data 6 Conclusions References A Bootstrap-Surrogate Approach for Sequential Experimental Design for Simulation Models 1 Introduction 2 Algorithm Description 2.1 Radial Basis Function Interpolation 3 Computational Experiments 3.1 Test Problems 3.2 Experimental Setup 3.3 Results and Discussion 4 Summary and Conclusions References Forecasting Models: An Application to Home Insurance 1 Introduction 2 Methodologies 2.1 SARIMA Model 2.2 Holt-Winters Model 2.3 Forecasting Models Evaluation 3 Dataset 4 Results 4.1 SARIMA Model 4.2 Holt-Winters Model 4.3 Models Performance 5 Conclusions References A New Approach on Density-Based Algorithm for Clustering Dense Areas 1 Introduction 2 DBSCAN Method 2.1 Description of Algorithm 2.2 DBSCAN: Advantages and Disadvantages 2.3 Supervised Approach to Choosing MinPts 2.4 Choice of Epsilon 2.5 Choosing the Distance Function 3 Application 3.1 Input Parameters for Method Application 4 Conclusions and Future Advancements References Percentile Growth Curves for Placenta Measures: A Dynamic Shiny Application 1 Introduction 2 State of the Art 2.1 Models and Statistical Methods 2.2 Shiny Applications 3 Quantile Regression 4 Case of Study 4.1 Dataset 4.2 Growth Curves 5 Application Development 5.1 System Architecture 5.2 Instruction’s Manual to Use the Application 6 Conclusion and Future Work References Early Delirium Detection Using Machine Learning Algorithms 1 Introduction 2 Related Work 3 Materials and Methods 3.1 Data 3.2 Machine Learning Algorithms 3.3 Metrics for Evaluating Classifier Performance 4 Results 5 Conclusion References Drowsiness Detection Using Multivariate Statistical Process Control 1 Introduction 2 Literature Review 2.1 Methods for Detecting Sleepiness 2.2 Questionnaires 2.3 Multivariate Statistical Process Control Based on Principal Component Analysis 3 Materials and Methods 3.1 Drowsiness Detection Procedure 3.2 Variables Description 3.3 Implementation Details 4 Results 4.1 Participants Description 4.2 Heart Rate Variability 4.3 Discussion of Results 5 Conclusions and Future Works References International Workshop on Computational Approaches for Smart, Conscious Cities (CASCC 2022) Concepts and Challenges for 4D Point Clouds as a Foundation of Conscious, Smart City Systems 1 Introduction 2 Related Work 2.1 Smart Cities 2.2 Digital Twins 2.3 4D Point Clouds 3 Challenges for Spatio-Temporal Data Structures 3.1 Requirements and Challenges for a 4D Data Structure 3.2 Existing Spatio-temporal Storage Approaches 4 Concept for an Incremental Spatio-temporal Data Structure 4.1 The Problem of Using Point Clouds 4.2 Voxel-Based, Signed Distance Field Representation 4.3 Concept for Data Integration 4.4 Concept for Spatio-temporal Access 4.5 Support for Machine Learning 5 Conclusions References A Conscious, Smart Site Model for a Solar-Water Energy System 1 Water+S Project 1.1 Introduction 1.2 Project Advantages 1.3 Current Situation 1.4 Previous Technical Data Assessed on the Proposed Project 1.5 Proposed Solution 2 Floating Photovoltaic Plant 2.1 Introduction 2.2 International Benchmarks for the Implementation of These Technologies 2.3 National Benchmarks for the Implementation of These Technologies 3 Pumping Network 3.1 Introduction 3.2 Location and Distance of the Installation 3.3 Technical Summary Table for a Desalination Plant of 10 Hm3/Year 3.4 Pumping Stages 3.5 Technical Characteristics of the Different Stages 3.6 Pipeline 4 Desalination Plant to Supply Water to the la Viñuela Reservoir 4.1 Introduction 4.2 Existing Problem 4.3 Followed Objectives 4.4 Desalination Systems 4.5 Some Interesting Facts 4.6 Water Flow in the Plant References International Workshop on Computational Mathematics, Statistics and Information Management (CMSIM 2022) A Meta-analysis Approach for Estimating Salary Mean and Its Confidence Interval 1 Introduction 2 Case Study 3 Methods 3.1 Sample Mean and Standard Deviation Estimators 3.2 Box-Cox Transformations 3.3 Measuring Symmetry 3.4 Measuring Heterogeneity 3.5 Estimating the Mean and Its Confidence Interval 4 Proposed Process 5 Results 5.1 Sample Mean and Standard Deviation Estimation 5.2 Salary Mean Estimate and Its CI 6 Discussion and Future Work References Mechanical Behavior of the Skin: Men Versus Women, a Preliminary Analysis 1 Introduction 2 Preliminaries 2.1 Analysis of Variance 3 Methodology 4 Empirical Application 4.1 The Sample 4.2 Questionnaires 4.3 Experimental Methods 5 Results 6 Conclusions References Modeling the Forest Fire Occurrence in Some Regions of Portugal. A First Approach 1 Introduction 2 Preliminaries 3 Methodology 3.1 ARIMA 3.2 LOGIT Model 3.3 Extended LOGIT Model 4 Empirical Application 4.1 Data 4.2 Models 5 Final Remarks References Mining Web User Behavior: A Systematic Mapping Study 1 Introduction 2 Systematic Mapping Process 2.1 Definition of Research Scope 2.2 Search for Primary Studies 2.3 Inclusion and Exclusion Criteria 2.4 Classification Schema 2.5 Data Extraction and Mapping of the Literature 3 Results 3.1 RQ-1: What is the Primary Goal, Necessity and Basic Process of Mining User or Customer Behavior? 3.2 RQ-2: Which Research Issues in Web User Behaviour Mining are Addressed and How Many Papers Cover the Different Research Issues? 3.3 RQ-3: What are the Most Common Used Data Types and Methods for Web User Behavior Mining? 3.4 RQ-4: Which Embedding Methodologies are Used in the Previous Studies? 3.5 RQ-5: What is the Paper-Publication Frequency? 3.6 RQ-6: Which Journals Contain Papers on Mining Web User Behavior? 4 Threats to Validity of Research 5 Conclusion and Future Work References Numerical Solution of a 3D System of Transient and Nonlinear PDEs Arising from Larvae-Algae-Mussels Interactions 1 Introduction 2 Mathematical Model 3 Numerical Formulation 4 Numerical Experiments 5 Concluding Remarks References A Novel Sequential Pattern Mining Algorithm for Large Scale Data Sequences 1 Introduction 2 Research Questions 3 Literature Review 4 Methodology 5 Experiments 5.1 Test Design 5.2 Dataset 5.3 Results 6 Conclusion References Correction to: Decomposition, Depositing and Committing of Digital Footprint of Complex Composite Objects Correction to: Chapter “Decomposition, Depositing and Committing of Digital Footprint of Complex Composite Objects” in: O. Gervasi et al. (Eds.): Computational Science and Its Applications – ICCSA 2022 Workshops, LNCS 13377, https://doi.org/10.1007/978-3-031-10536-4_17 Author Index
دانلود کتاب Computational Science and Its Applications – ICCSA 2022 Workshops: Malaga, Spain, July 4–7, 2022, Proceedings, Part I (Lecture Notes in Computer Science, 13377)