LEADER 10890nam 22004813 450 001 9910879583403321 005 20240813080338.0 010 $a981-9735-56-4 035 $a(CKB)33812353500041 035 $a(MiAaPQ)EBC31596372 035 $a(Au-PeEL)EBL31596372 035 $a(EXLCZ)9933812353500041 100 $a20240813d2024 uy 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aProceedings of Ninth International Congress on Information and Communication Technology $eICICT 2024, London, Volume 2 205 $a1st ed. 210 1$aSingapore :$cSpringer,$d2024. 210 4$d©2024. 215 $a1 online resource (647 pages) 225 1 $aLecture Notes in Networks and Systems Series ;$vv.1012 311 $a981-9735-55-6 327 $aIntro -- Preface -- Contents -- Editors and Contributors -- Terraria AI: YOLO Interface for Decision-Making Algorithms -- 1 Introduction -- 1.1 You only Look once -- 1.2 Video Game Description Language -- 1.3 General Video Game Artificial Intelligence -- 1.4 Monte Carlo Tree Search -- 1.5 Rolling Horizon Evolutionary Algorithm -- 1.6 Terraria -- 1.7 Novelty and Research Structure -- 2 Related Work -- 3 Design -- 3.1 YOLO Model -- 3.2 Forward Model -- 3.3 Decision-Making Algorithm -- 3.4 Game Environment -- 3.5 Terraria Settings -- 4 Methodology -- 5 Results -- 6 Discussion -- 7 Conclusion and Future Work -- References -- Analysis of Machine Learning Methods for Speech Disfluencies' Classification -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Segmentation -- 3.2 Feature Extraction -- 3.3 Classification -- 4 Results and Discussions -- 5 Conclusion and Future Scope -- References -- Credit Risk Management Innovation in Bank Based on Blockchain Technology -- 1 Introduction -- 2 Literature Review -- 2.1 MSMEs, Problem of Agency, and Credit Risk -- 2.2 Traditional Credit Risk Management at Bank -- 2.3 Credit Risk Management at Bank Based on Blockchain Technology -- 3 Research Method -- 4 Finding and Discussion -- 4.1 Credit Risk Management Based on Traditional Approach -- 4.2 Credit Risk Management Innovation Based on Blockchain Technology -- 4.3 Advantages of Blockchain Technology as Credit Risk Management Innovation -- 4.4 Comparison Between Traditional Credit Risk and Credit Risk Management Innovation -- 4.5 Implementation of Credit Risk Management Innovation -- 5 Conclusion -- References -- Software MARTA: Improvements in Cell Segmentation and CX43 Lateralization Assessment -- 1 Introduction -- 2 Materials and Methods -- 2.1 Sample Collection -- 2.2 Determination of Dominant Orientation -- 2.3 Mask Generation. 327 $a2.4 Dilation and Mask Generation -- 2.5 Cardiomyocytes Detection -- 2.6 Morphological Characterization and Filtering of Cardiomyocytes -- 2.7 Evaluation Methods for Segmentation -- 2.8 CX43 Quantification and Lateralization Assessment -- 3 Results -- 3.1 Segmentation Performance -- 3.2 Lateralization Assessment -- 4 Discussion -- 5 Conclusion -- References -- Battery Temperature Forecasting Method: Li-Ion Batteries Case Study -- 1 Introduction -- 2 Related Work -- 3 Materials and Methods -- 3.1 Battery Data Description and Preprocessing -- 3.2 ARIMA -- 3.3 LSTM -- 4 Assessment of Methods -- 5 Results and Discussion -- 5.1 ARIMA Model Results -- 5.2 LSTM Model Results -- 5.3 Forecasting Models Implementation -- 5.4 Battery Type B0045 Analysis -- 5.5 Battery Type B0046 Analysis -- 5.6 Battery Type B0047 Analysis -- 5.7 Battery Type B0048 Analysis -- 6 Discussion -- 7 Practical Implications and Challenges -- 8 Conclusion -- References -- Modeling of a Pandemic Compliant Smart Classroom Door for Nigerian Education System -- 1 Introduction -- 1.1 Motivation -- 1.2 Concept of Doors -- 1.3 Types of Automated and Smart Door Designs -- 2 Review of Related Works -- 2.1 New Classroom Door Design Model -- 2.2 Comparison of Review-Related Works and Research Gap -- 2.3 Door Control Actions that Can Be Linked to Backend Web Applications and School Information Systems -- 3 Implementation Materials -- 4 Design Model and Analysis -- 4.1 New Classroom Door Design Model -- 4.2 Benefit of the New Smart Classroom Door -- 5 Result and Discussion -- 6 Conclusion -- References -- Technological Resources for the Treatment of ADHD: A Systematic Review -- 1 Introduction -- 2 Method -- 2.1 Research Design -- 3 Results -- 3.1 Sample Size -- 3.2 Country -- 3.3 Educational Level of Participants -- 3.4 Population Type -- 3.5 Type of Technological Development. 327 $a3.6 Technological Development: Name and Features -- 4 Discussion -- References -- Enhanced Hybrid Skin Detection Method Using Multiple 3D Volumes and Threshold Optimization -- 1 Introduction -- 2 Related Works -- 3 Proposed Method -- 4 Experimental Results -- 5 Conclusion -- References -- Beaver Habitat Terrain Identification Using Aerial Imagery -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Datasets -- 3.2 Models -- 4 Results and Discussion -- 5 Conclusion and Future Work -- References -- Evaluation Study on Digitalized Administrative Approval Reform: Example of the Economic and Technological Development Zone -- 1 Introduction -- 2 Literature Review -- 3 Theory -- 4 Method -- 5 Measures -- 5.1 Promote the Digitalization and Intelligent Upgrading of the Government Service Center -- 5.2 Data Sharing and Operational Synergies to Meet Public Needs -- 5.3 Admit the Scenario-Based Personalized Approval Services -- 6 Conclusion -- References -- Prediction of Customer Underwriting of Policies in Banking Institutions Through Machine Learning -- 1 Introduction -- 1.1 The Problem and Fundamentals of Machine Learning -- 1.2 Description of the Proposed Method -- 1.3 Bank Marketing Campaigns -- 1.4 Related Work -- 2 Proposed Method -- 3 Design of Experiments -- 4 Results -- 5 Conclusions -- References -- Design and Construction of an Animatronic Head Capable of Expressing Emotions and Facilitating Therapy for Children with Autism -- 1 Introduction -- 2 Facial Expressions -- 3 Mechanical and Aesthetic Module -- 3.1 Eye Mechanism -- 3.2 Mouth Mechanism -- 3.3 Neck Mechanism -- 4 The Electrical and Electronic Module -- 4.1 Actuators -- 4.2 Printed Circuit Board -- 5 Interaction Module -- 5.1 Artificial Vision -- 5.2 Graphical User Interface -- 6 Functional Test -- 7 Results and Discussion -- 8 Conclusions and Outlook -- References. 327 $aFusion of Hyperspectral and Multispectral Images for Land Use Segmentation -- 1 Introduction -- 2 Literature and Related Work -- 3 Datasets -- 4 Method -- 5 Results and Discussion -- 6 Conclusion -- References -- Urban Terrain Segmentation Using Multispectral Satellite Imagery -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Results and Discussion -- 5 Conclusion and Further Work -- References -- Facilitating Welfare Technology for Children/Youth -- 1 Introduction -- 1.1 Background -- 1.2 The Objective of This Research -- 2 Theoretical Framework -- 2.1 Diffusion of Innovation -- 2.2 Characteristics of Innovation -- 3 Method -- 4 Analyzing -- 5 Diffusion Related to Children/Youth -- 6 Concluding Remarks -- References -- A Quantum Computing-Based System for Portfolio Optimization Using Future Asset Values and Automatic Reduction of the Investment Universe -- 1 Introduction -- 2 Related Work -- 3 Inputs and Outputs of Q4FuturePOP -- 4 Q4FuturePOP: Quantum Computing-Based System for Portfolio Optimization with Future Asset Values and Automatic Universe Reduction -- 4.1 Predicted Dataset Generation Module-PDG -- 4.2 Quantum Computing Solver Module-QCS -- 4.3 Assets Universe Reduction Module-AUR -- 5 Discussion on the Preliminary Performance -- 6 Conclusions and Future Work -- References -- Distribution-Specific Augmentation for Domain Generalization -- 1 Introduction -- 2 Related Work -- 2.1 Data-Centric AI -- 2.2 Distribution Shift -- 3 Distribution-Specific Augmentation -- 3.1 Domain Generalization -- 3.2 Augmentation -- 3.3 Decomposition -- 3.4 Algorithm Description -- 4 Application of RPCA-PCP -- 4.1 Synthetic Dataset -- 4.2 IWildCam 2020 -- 5 Classification Results -- 5.1 Synthetic Dataset -- 5.2 IWildCam 2020 -- 6 Discussion -- References -- Load Flow of 210 MW Wind Farm Using ETAP -- 1 Introduction -- 1.1 Background. 327 $a1.2 ETAP Software -- 1.3 Paper Organization -- 2 Study Case Description: Wind Farm Details -- 3 Methods and Materials -- 3.1 Modeling of the Components and Network of the Electrical System -- 3.2 Development of Load Flow Equations -- 3.3 Numerical Techniques Solution of Load Flow Equations -- 4 Simulation of Load Flow in ETAP -- 5 Conclusion -- References -- Volumetric Attention Mechanism-Based Deep Learning for Breast Cancer Diagnosis in Digital Breast Tomosynthesis -- 1 Introduction -- 2 Methodology -- 2.1 Data Description and Preprocessing -- 2.2 Volumetric Attention Mechanism (VAM) Model Development -- 3 Results and Discussion -- 4 Conclusions -- References -- Automated Transcription of MTM Motions in a Virtual Environment -- 1 Introduction -- 2 Previous Work -- 3 Contribution -- 3.1 Algorithm Procedure -- 3.2 User Study -- 4 Study Results -- 4.1 SSQ Results -- 4.2 Results of the TLX -- 4.3 Comparison Against a Manual Data Transcription -- 5 Discussion -- 6 Conclusion and Future Work -- References -- A Categorical Transformer with a Data Science Approach for Recommendation Systems Based on Collaborative Filtering -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 4 Design of Experiments -- 5 Results and Conclusions -- References -- Imagery Data Impact Analysis in Machine Learning Algorithm Performance for Bushfire Detection Systems -- 1 Introduction -- 2 Methodology -- 2.1 Problem Statement -- 2.2 Dataset -- 2.3 Algorithms -- 3 Results and Discussion -- 3.1 Experiment 1 -- 3.2 Experiment 2 -- 3.3 Experiment 3 -- 4 Conclusion -- References -- Balancing Autonomy, Resource Management, and Internship Integration: Challenges and Strategies in Hybrid Learning -- 1 Introduction -- 2 Challenges in Running Autonomy in Higher Education -- 2.1 Challenges in Managing Various Academic Components. 327 $a2.2 Challenges in Conducting Lectures and Labs with Respect to Semester-Long and Year-Long Internship Students. 410 0$aLecture Notes in Networks and Systems Series 700 $aYang$b Xin-She$0781375 701 $aSherratt$b Simon$01751095 701 $aDey$b Nilanjan$0846728 701 $aJoshi$b Amit$01265590 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910879583403321 996 $aProceedings of Ninth International Congress on Information and Communication Technology$94185934 997 $aUNINA