Proceedings of Ninth International Congress on Information and Communication Technology : ICICT 2024, London, Volume 3

• Record Nr.: UNINA9910878052603321
• Autore: Yang Xin-She
• Pubbl/distr/stampa: Singapore : , : Springer, , 2024; ©2024
• ISBN: 9789819735594; 9789819735587
• Edizione: [1st ed.]
• Descrizione fisica: 1 online resource (663 pages)
• Collana: Lecture Notes in Networks and Systems Series ; ; v.1013
• Altri autori (Persone): SherrattSimon; DeyNilanjan; JoshiAmit
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Nota di contenuto: Intro -- Preface -- Contents -- Editors and Contributors -- A Transformer and Federated Learning Techniques for Detecting DDoS Attacks in IoT Environments -- 1 Introduction -- 2 Related Work -- 3 Structural Model -- 4 Experimental Approach -- 4.1 Datasets Description -- 4.2 Data Pre-processing -- 5 Experimental Results -- 5.1 Results of CICDDoS2019 Dataset -- 5.2 Results of TON-IoT Dataset -- 5.3 Results of LATAM-DDoS-IoT Dataset -- 6 Conclusion and Future Work -- References -- Sensory Substitution in Music: Enhancing Deaf Perception Through Vibrotactile Feedback -- 1 Introduction -- 2 Method -- 2.1 The Audio File -- 2.2 Sinusoidal Modeling + FX -- 2.3 HRTF (Head-Related Transfer Function) -- 2.4 Hardware Implementation -- 3 Experiment -- 4 Results -- 5 Discussion -- 6 Conclusion -- References -- Bridging Nanomachines: Bidirectional Channel in a Bio-inspired System -- 1 Introduction -- 2 Model -- 3 Results Verification Using PRISM Tool -- 4 Conclusions -- References -- Distributed Deep Learning-Based Model for Financial Fraud Detection in Supply Chain Networks -- 1 Introduction -- 2 Related Work -- 3 Distributed Deep Learning-Based Model for Financial Fraud Detection in Supply Chain Networks -- 3.1 Apache Spark on Cloud ; Databricks -- 3.2 Distributed Deep Learning-Based Model -- 3.3 Training and Evaluation Metrics -- 4 Case Study -- 4.1 Dataset and Data Preparation -- 4.2 Class Imbalance Problem and Data Splitting -- 5 Result and Discussion -- 6 Conclusion -- References -- Smart Living -- 1 Introduction -- 2 Literature Review -- 3 Materials and Methods -- 3.1 Design -- 3.2 Method -- 3.3 Controller -- 4 Results -- 4.1 Each System Performance -- 4.2 Feedback on User Satisfaction Gathered from Frequent Room Occupants -- 5 Conclusions -- References.; A Performance Comparison Between a Digital Shadow and a Digital Twin in a Mixed Model Stochastic System -- 1 Introduction -- 2 Background -- 2.1 Mixed Model Stochastic System -- 2.2 Current Techniques Deployed for Cycle Time Reduction -- 2.3 Digital Shadow (DS) vs Digital Twin (DT) -- 3 Methodology -- 3.1 The Experimental Setup -- 3.2 The Development of the Digital Shadow and Digital Twin -- 4 Results -- 4.1 Digital Shadow -- 4.2 Digital Twin -- 4.3 A Comparison Between the Digital Shadow and the Digital Twin -- 5 Conclusion and Future Works -- References -- Characteristics for HVDC GIS/GIL Spacer Under DC Superimposed Lightning Impulse Voltage Conditions -- 1 Introduction -- 2 Methodology and Governing Equations -- 2.1 CF3I and CO2 Microscopic Ion Collision and Reaction Rate -- 2.2 Physical Field -- 3 Results -- 3.1 Electric Field Calculation Under DC Superimposed Lightning Impulse Voltage -- 4 Conclusions -- References -- CCMT: A Code Complexity Measuring Tool -- 1 Introduction -- 2 The CCC Measure -- 3 Methodology -- 4 Proposed System -- 5 Results -- 6 Discussion -- 7 Conclusion -- References -- Pertinent Issues in Artificial Intelligence Systems Adoption -- 1 Introduction -- 2 Methodology -- 3 Theoretical Brief -- 4 Results -- 4.1 Management Support -- 4.2 Lack of Skills -- 4.3 Data Security and Privacy -- 4.4 Ethical Issues -- 5 Discussion -- 5.1 Limitations and Future Suggestions -- 6 Conclusion -- References -- Facial Expression Recognition: A Lite Deep Learning-Based Approach -- 1 Introduction -- 2 Method -- 2.1 Preprocessing -- 2.2 Facial Expression Recognition System -- 2.3 Dataset -- 3 Experimental Results and Evaluation -- 4 Discussion -- References -- Bilinear Pooling of Transformer Embeddings for Blind Image Quality Assessment -- 1 Introduction -- 2 Related Work -- 2.1 Blind Image Quality Assessment -- 2.2 Bilinear Pooling.; 3 Methodology -- 3.1 Feature Extraction -- 3.2 Quality Assessment Model -- 3.3 Learning Objective -- 4 Evaluation -- 4.1 Experiment Setup -- 4.2 Results and Analysis -- 4.3 Ablation Studies -- 5 Conclusion -- References -- E-voting and E-recapitulation System Using Smart Cards and Smart Contracts on the Ethereum Blockchain -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 System Design -- 3.2 Threat Modeling and Testing Scenario -- 4 Results and Discussion -- 4.1 Implementation -- 4.2 Security Analysis -- 4.3 Discussion -- 5 Conclusion -- References -- EnsUNet: Enhancing Brain Tumor Segmentation Through Fusion of Pre-trained Models -- 1 Introduction -- 2 Materials and Methods -- 2.1 The Proposed Medical Image Segmentation System -- 2.2 Models Implementation and Proposed EnsUNet Method -- 2.3 Fusion Score -- 3 Experimental Evaluation -- 3.1 Data Augmentation -- 3.2 Evaluation Metrics -- 3.3 Comparison with State of the Art -- 3.4 K-Cross Validation -- 3.5 Evaluation of the Experimental Hypothesis -- 4 Comparison and Discussion -- 4.1 Predictions of Individual Models and Proposed EnsUNet -- 5 Conclusion -- References -- Problems of Optimizing Informaciologically Complicated Systems for Technical Support of Medical Rehabilitation in the Modern Context -- 1 Introduction -- 2 Optimal Time Period for Operating Repair of Physical Therapy ; Equipment -- 3 Calculation of Weight and Volume of the Equipment for Technical Support of Medical Rehabilitation -- 4 Derivation of a Generalized Functional-Statistical Criterion for Assessment of Efficiency, Quality and Optimization -- 5 Some Particular Statistical Criteria for Assessing the Efficiency of the Informaciologically Complicated Systems of Technical Support for Medical Rehabilitation -- 6 Conclusions -- References.; Determining the Physiological Cost of a Military Serviceman's Activity in the Field Using Innovative Miniature Devices and Advance ECG Analysis: Different Scenarios of Use -- 1 Introduction -- 2 Materials and Methods -- 3 Determination of Functional Reserve During the Command-and-Staff Game on the Training Ground -- 4 Determination of the Functional Reserve During the Training of SOF Military Personnel -- 5 Determination of Functional Reserve Using Long-Term Monitoring by Wearable Devices During Performance of Senior Officers' Daily Duties -- 6 Determination of Functional Reserve Using Miniature Devices with Finger Electrodes in the Unit at the Stage of Preparation for Participation in Combat Operations and During Measures to Restore Combat Capability -- 7 Conclusions -- References -- Food-Talks: Food Ordering and Delivering Application for Visually Challenged -- 1 Introduction -- 1.1 Functionality and User Experience -- 1.2 Accessibility and Inclusivity -- 1.3 Operational Efficiency -- 1.4 Feedback and Improvement -- 2 Literature Review -- 3 Methodology -- 3.1 System Familiarization -- 3.2 Requirements Assessment -- 3.3 Frontend and Backend Development -- 4 Proposed System's Functionality -- 4.1 User Registration and Login Management -- 4.2 Food Menu Management -- 4.3 Product Identification -- 4.4 Order Tracking -- 4.5 User Interaction and Accessibility -- 4.6 Voice Command Recognition -- 4.7 Order Customization and Order Verification -- 4.8 Desktop Application Modules -- 4.9 Integration with Alan AI -- 4.10 User Testing and Evaluation -- 4.11 Data Analysis and UI/UX Assessment -- 5 Results and Discussion -- 6 Conclusion -- References -- Enhancing Diabetic Retinopathy Grading with Advanced Diffusion Models -- 1 Introduction -- 2 Materials and Methods -- 2.1 IDRiD Dataset -- 2.2 Framework Description -- 2.3 Data Augmentation.; 3 Results and Discussion -- 3.1 Data Augmentation Results -- 3.2 Classification Results -- 4 Conclusion -- References -- Fuzzy Logic-Based Metric for Machine Translation Evaluation -- 1 Introduction -- 2 Related Work -- 3 Research Methodology -- 3.1 Step 1: Fuzzy-Based Evaluation Metric Development. -- 3.2 Step 2: Neural Machine Translation Prototype -- 3.3 Step 3: Turkish Sentence Translation. -- 3.4 Step 4: Translation Result Evaluation -- 4 Proposed Fuzzy-Based Automatic Translation Evaluation Metric -- 4.1 Concept of Fuzzy Logic -- 4.2 The Proposed Fuzzy-Based Metric -- 4.3 Execution Steps of the Proposed Fuzzy-Based Metrics -- 4.4 Bilingual Evaluation Understudy -- 5 Results and Finding -- 6 Conclusion and Future Directions -- References -- CodeRookie: Educational Java Programming Environment for Beginners -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Online Java Compiler -- 3.2 Save Compiled Code History -- 3.3 AI-Driven Feedback Tool -- 3.4 Java Theory Learning Point -- 3.5 Community Support Forum -- 4 Discussion -- 5 Conclusion -- References -- An Internet of Medical Things for Covid-19 Health Indicators Monitoring -- 1 Introduction -- 2 Proposed IoMT System for Monitoring Health Indicators of Covid-19 Patients -- 2.1 System Architecture and Principle -- 2.2 Hardware Specification -- 3 Implementation Results Discussions -- 4 Conclusions and Future Works -- References -- Method for Statistical Evaluation of Nonlinear Model ; Parameters in Statistical Learning Algorithms -- 1 Methodology Grounding -- 1.1 Evaluation of the Existing Methods -- 2 Suggested Methodology -- 3 Experiments -- 3.1 Transcendental Model -- 3.2 Exponential Model -- References -- Deep Auscultation with Demographic Data: Detecting Respiratory Anomalies Using Convolutional Neural Networks and Autoencoders -- 1 Introduction -- 2 Related Work.; 2.1 Multi-modal Data in Deep Learning.