10878nam 22004813 450 991087806920332120240802080341.0981-9732-99-9(MiAaPQ)EBC31572397(Au-PeEL)EBL31572397(CKB)33566331200041(EXLCZ)993356633120004120240802d2024 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierProceedings of Ninth International Congress on Information and Communication Technology ICICT 2024, London, Volume 61st ed.Singapore :Springer Singapore Pte. Limited,2024.©2024.1 online resource (635 pages)Lecture Notes in Networks and Systems Series ;v.1002981-9732-98-0 Intro -- Preface -- Contents -- Editors and Contributors -- Academic Rating Index: 4IR Supervision Model -- 1 Introduction -- 2 Supervisor Challenges -- 3 Design Science Research Methodology: Academic Rating Index -- 3.1 Problem Relevance -- 3.2 Design Search Process -- 3.3 Design of the Artifact -- 3.4 Research Rigor -- 4 Development Results (Contribution and Communication) -- 5 Discussion and Conclusion -- References -- Variational Quantum Algorithms in Finance -- 1 Introduction -- 2 Hybrid Quantum-Classical System -- 2.1 The Cost Function -- 2.2 Ansatze -- 2.3 Optimizers -- 3 Portfolio Optimization-Mean Variance Analysis -- 4 Price/Option Prediction -- 5 Conclusion -- References -- Early-Stopped Technique for BCH Decoding Algorithm Under Tolerant Fault Probability -- 1 Introduction -- 2 Early Stopped Approach Based on the View of Discrepancy for the BM Algorithm -- 2.1 Heuristics for Consecutive Zero Discrepancies -- 2.2 Numerical Analysis of Fault Probability for the Proposed Early Stopped Technique -- 3 Complexity Analysis -- 4 Numerical Results -- 5 Conclusion -- References -- Value Creation via Blockchain Technology: A Systematic Literature Review and Future Research Agenda -- 1 Introduction -- 2 Methodology -- 3 Results and Discussion -- 3.1 RQ1: What Is the Current State of Blockchain Value and Value Creation Research? -- 3.2 RQ2: What Are the Underlying Research Themes? -- 3.3 RQ3: What Are the Potential Opportunities for Future Research? -- 4 Conclusion -- References -- A 3D Virtual Laboratory for Computer Hardware Classes -- 1 Introduction -- 2 Related Works -- 3 Design and Development -- 3.1 Design -- 3.2 Development and Results -- 4 Conclusion -- References -- Method of Multifactor Analysis of the Alternatives Using the Example of Multi-criterial Selection of the Optimal Cargo Transportation Route -- 1 Introduction.2 The Idea of Solving the Problem -- 3 Infological Model of Optimal Cargo Transportation Routing Indicators -- 4 Calculation of the Route Optimality Indicators -- 4.1 Building a Graph of the Transport Network -- 4.2 Calculating Partial Criteria for an Optimal Route on a Graph -- 4.3 Construction of Routes on a Graph -- 5 Determination of Route Optimality from the List of Alternatives -- 5.1 Normalization Partial Optimality Criteria -- 5.2 Formation of Generalized Criteria for Route Optimality -- 5.3 Normalized of Generalized Criteria of Route Optimality -- 5.4 Establish an Integrated Optimality Criterion -- 5.5 Choosing the Optimal Route -- 6 Conclusions -- References -- Detection of Cyberbullying Text in Bangla Using N-Gram Analysis and Machine Learning Approaches -- 1 Introduction -- 2 Literature Review -- 3 Proposed Method -- 3.1 Data Collection -- 3.2 Pre-processing -- 3.3 Word Tagging -- 4 Result and Discussion -- 5 Conclusion -- References -- Sound Source Distance Measurement Using Complex Sparse Bayesian Estimation with a Small Microphone Array System -- 1 Introduction -- 2 Overview of the Estimation Method -- 2.1 Configuration of Microphones and Voxels -- 2.2 Problem Formulation -- 2.3 Sparse Bayesian Estimation -- 2.4 Overview of Estimation Algorithm -- 3 Evaluation with Sinusoidal Signals -- 3.1 Evaluation with One Sound Source -- 3.2 Evaluation with Two Sound Sources -- 4 Evaluation with Speech Signals -- 4.1 Speech Signals Used in Experiments -- 4.2 Simulation Experiment Results -- 4.3 Discussions -- 5 Conclusion -- References -- How Blockchain and the Metaverse Can Transform the E-Commerce Domain -- 1 Introduction -- 2 Related Research -- 2.1 Blockchain and E-Commerce -- 2.2 Metaverse and E-Commerce -- 3 Case Study -- 3.1 Methodology -- 3.2 Implementation -- 4 Conclusion and Future Research -- References.HR Development Strategy Through Training Towards Superior Tourism on the Department of Tourism, Youth and Sports at Bulukumba Regency, Indonesia -- 1 Introduction -- 2 Method -- 3 Results and Discussion -- 3.1 Recruitment -- 3.2 Education -- 3.3 Training -- 4 Conclusion -- References -- Predictive Modelling of Himalayan Soil Movement: Addressing Imbalance with Synthetic Variational Autoencoder Data in Kamand Valley -- 1 Introduction -- 2 Background -- 3 Study Area and Data Description -- 4 Methods -- 4.1 Proposed Multi-LSTM-RF -- 4.2 Model Optimisation -- 5 Results -- 6 Discussion and Conclusion -- References -- Using the Decision Tree Model Method for Data Analysis -- 1 Introduction -- 2 Materials and Method -- 3 Results -- 4 Conclusion -- References -- Localization of Region of Interest from Retinal Fundus Image for Early Detection of Glaucoma -- 1 Introduction -- 2 Related Work -- 3 Proposed Methodology -- 3.1 Pre-processing Fundus Images -- 3.2 Deep CNN Model for Classification -- 3.3 Features Extracted Between the Layers -- 4 Results and Discussions -- 5 Conclusion -- References -- Hardware Accelerators for Classification of Thoracic Disorders: A Survey -- 1 Introduction -- 2 Background and Motivation -- 3 Classification of Accelerators -- 4 FPGA-Based Hardware for Deep Learning -- 4.1 Performance Study -- 4.2 Addressing the Challenges -- 5 Conclusion -- References -- Offline Signature Verification Based on Neural Network -- 1 Introduction -- 2 Related Works -- 3 Principal Component Analysis (PCA) -- 4 Proposed Verification System -- 5 Artificial Neural Network Results -- 6 Conclusion -- References -- Multi-hop Wireless Network for Residential DC Microgrid Energy Management -- 1 Introduction -- 2 Development and Methodology -- 2.1 Battery Energy Storage System, Power Balancing and Control.3 Residential Energy Management and Control System Model -- 4 Multi-hop Network Simulation -- 5 Simulation Results -- 5.1 Scenario1 -- 5.2 Scenario 2 -- 5.3 Scenario 3 -- 6 Conclusion -- References -- Deliberative Communication in Bulgaria: Risks and Opportunities -- 1 Introduction -- 2 Deliberative Democracy Developments -- 3 Deliberative Communication -- 4 Risks and Opportunities for Deliberative Communication -- 4.1 Legal and Ethical Regulation -- 4.2 Journalism -- 4.3 Media Usage Patterns -- 4.4 Media-Related Competences -- 5 Conclusion -- References -- Development of an Automated Feeder for Free Grazing Meat-Producing Animals -- 1 Introduction -- 2 Principle of Operation -- 3 Technical Equipment -- 4 Algorithm and Block Schemes -- 5 Potential Challenges and Solutions in Implementing Such a System -- 6 Future Steps -- 7 Conclusion -- References -- Innovative Solutions for Sustainable Businesses-ErfindenTech Pvt. Ltd. -- 1 Introduction -- 2 Literature Review -- 3 Research Objective -- 4 Research Methodology -- 5 Findings -- 6 Conclusions and Recommendations -- References -- A Comparative Study on Two Apple Leaves Datasets Captured Under Diverse Conditions -- 1 Introduction -- 2 Literature Review -- 3 Background -- 3.1 Image Processing -- 3.2 Computer Vision -- 3.3 Deep Learning -- 4 Material and Methods -- 4.1 Apple Datasets -- 4.2 Data Augmentation -- 4.3 Architecture -- 5 Results and Discussions -- 6 Conclusions -- References -- A New Classification of Target Coverage Models in WSNs, Survey and Algorithms and Future Directions -- 1 Introduction -- 2 Wireless Sensor Network Issues -- 3 Coverage Types Classification and the Relationship Between Them -- 4 Target Coverage Problem -- 5 Our Classification of Target Coverage -- 6 Current, Challenges, and Future Trends of Target Coverage -- 7 Conclusion -- References.Neural Network MPPT Control of an On-Grid Wind Energy System -- 1 Introduction -- 2 Boost Converter Modeling -- 3 MPPT Control -- 4 Results and Discussion -- 5 Conclusion -- References -- Color-Based Segmentation of Geometrical Shapes Using the Modified PCNN -- 1 Introduction -- 2 The Modified PCNN Model -- 3 The Experimental Results -- 4 Conclusions -- References -- Addressing the Business Disruption Through the Development and Pilot Testing of Caviturismo: A Web Portal for Cavite Tourism -- 1 Introduction -- 2 Methodology -- 2.1 Content Creation -- 2.2 Software Design -- 2.3 Software Development -- 2.4 Software Testing -- 3 Results and Discussion -- 3.1 Description of the System -- 3.2 Test Results -- 4 Conclusions and Recommendations -- References -- An Overview on Testing Big Data Applications -- 1 Introduction -- 2 Background -- 3 Typical Components of Big Data Applications -- 4 Testing the Identified Components -- 5 Conclusion -- References -- What Is a Managed Backup?-A Literature Review Delimiting Terminologies -- 1 Introduction -- 2 Background -- 2.1 Cloud Computing -- 2.2 Managed Service -- 2.3 Backup -- 3 Examination of the Terminology -- 3.1 The Review Protocol -- 3.2 The Findings -- 3.3 Delimitation of the Concepts -- 4 Conclusion -- References -- iFCVP: An Integrated FCNP-VWA-PROMETHEE Method for On-Demand Charging Scheduling in WRSNs -- 1 Introduction -- 2 Related Works -- 3 Preliminaries -- 3.1 An Overview of an Integrated FCNP-VWA-PROMETHEE -- 3.2 System Model -- 4 Proposed Scheme -- 4.1 Ordering the Charge Locations -- 4.2 Partial Charging Time -- 4.3 Determination of pCT -- 5 Performance Evaluation -- 5.1 Simulation Settings -- 5.2 Simulation Results and Analysis -- 6 Conclusion -- References -- Predicting Drought Based on Weather and Soil Data Analysis -- 1 Introduction -- 2 Related Work -- 3 Dataset Description -- 4 Methodology.4.1 Random Forest Model Without Resampling.Lecture Notes in Networks and Systems SeriesYang Xin-She781375Sherratt Simon1751095Dey Nilanjan846728Joshi Amit1265590MiAaPQMiAaPQMiAaPQBOOK9910878069203321Proceedings of Ninth International Congress on Information and Communication Technology4185934UNINA