the proceedings contain 57 papers. the special focus in this conference is on Future Data and Security Engineering. the topics include: Preface;towards a Foundation of Web3;covid-19 Detection Based on L...
ISBN:
(纸本)9789811980688
the proceedings contain 57 papers. the special focus in this conference is on Future Data and Security Engineering. the topics include: Preface;towards a Foundation of Web3;covid-19 Detection Based on Lung Lesion Signs in Big Data Processing Environment;predicting Loan Repayment Using a Hybrid of Genetic algorithms, Logistic Regression, and Artificial Neural Networks;performance Evaluation of Regular Decomposition and Benchmark Clustering Methods;authentication of Luxury Products – Identifying Key Requirements from a Seller and Consumer Perspective;Analysis of a New Practical SPN-Based Scheme in the Luby-Rackoff Model;authorization and Access Control for Different Database Models: Requirements and Current State of the Art;a Hierarchical Deterministic Wallet Using Ed25519 Digital Signature Scheme;a Secure Framework for Internet of Medical things Security Based System Using Lightweight Cryptography Enabled Blockchain;signature algorithms on Non-commutative Algebras Over Finite Fields of Characteristic Two;design a Smart Lock System Using Fingerprint and Password for Enhancing Security;in-Memory computing Architectures for Big Data and Machine Learning Applications;towards an Attention-Based threat Detection System for IoT Networks;security and Privacy Issues and Solutions in Federated Learning for Digital Healthcare;pPATE: A Pragmatic Private Aggregation of Teacher Ensembles Framework by Sparse Vector Technique Based Differential Privacy, Paillier Cryptosystem and Human-in-the-loop;vietnamese Text’s Writing Styles Based Authorship Identification Model;application of Machine Learning in Malware Detection;text Classification Models and Topic Models: An Overall Picture and a Case Study in Vietnamese;deep Hybrid Models for Forecasting Stock Midprices from the High-Frequency Limit Order Book;an Image Denoising Model Based on Nonlinear Partial Diferential Equation Using Deep Learning;recommendations in E-Commerce systems Based on Deep Matrix Factorization;AttendanceKit: A s
the proceedings contain 53 papers. the topics discussed include: block sizes control for an efficient real time record linkage;run time optimization using a novel implementation of parallel-PSO for real-world applicat...
ISBN:
(纸本)9781728161754
the proceedings contain 53 papers. the topics discussed include: block sizes control for an efficient real time record linkage;run time optimization using a novel implementation of parallel-PSO for real-world applications;deployment of containerized deep learning applications in the cloud;big data storage and analysis for smart farming;a cross-layered interference in multichannel MAC of VANET;an overall statistical analysis of AI tools deployed in cloud computing and networking systems;a distributed large graph coloring algorithm on giraph;a new recurrent neural network fuzzy mean square clustering method;a recommendation approach based on correlation and co-occurrence within social learning network;a re-engineering approach for extension of the tourist guide knowledge base;and bloom filter and its variants for the optimization of MapReduce’s algorithms: a review.
Traditional centralized cloud computing is having considerable issues due to the rapid proliferation of mobile internet and Internet of things applications. these issues include data transfer delays, low efficiency in...
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the emergence of 5G technology promises to revolutionize cellular networks, offering faster speeds and lower latency. A key enabler of this evolution is edge computing, which brings cloud capabilities closer to end us...
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the proceedings contain 24 papers. the special focus in this conference is on Applications and Techniques in Information Security. the topics include: Optical Neural Networks – A Strategy for Secure Quantum computing...
ISBN:
(纸本)9789819797424
the proceedings contain 24 papers. the special focus in this conference is on Applications and Techniques in Information Security. the topics include: Optical Neural Networks – A Strategy for Secure Quantum computing;guarding Against Quantum threats: A Survey of Post-Quantum Cryptography Standardization, Techniques, and Current Implementations;cryptographic Distinguishers through Deep Learning for Lightweight Block Ciphers;detection and Mitigation of Email Phishing;securing Digital Forensic Data Using Neural Networks, Elephant Herd Optimization and Complex Sequence Techniques;Design of Image Encryption Technique Using MSE Approach;Low Latency Binary Edward Curve Crypto Processor for FPGA Platforms;Augmenting Security in Edge Devices: FPGA-Based Enhanced LEA Algorithm with S-Box and Chaotic Functions;machine Learning Approach for Malware Detection Using Malware Memory Analysis Data;DDOS Attack Detection in Virtual Machine Using Machine Learning algorithms;an Unsupervised Method for Intrusion Detection Using Novel Percentage Split Clustering;HATT-MLPNN: A Hybrid Approach for Cyber-Attack Detection in Industrial Control systems Using MLPNN and Attention Mechanisms;silent threats: Monitoring Insider Risks in Healthcare Sector;Enhanced Deep Learning for IIoT threat Intelligence: Revealing Advanced Persistent threat Attack Patterns;Adaptive Data-Driven LSTM Model for Sensor Drift Detection in Water Utilities;Enhancing FGSM Attacks with Genetic algorithms for Robust Adversarial Examples in Remote Sensing Image Classification systems;GAN-Enhanced Multiclass Malware Classification with Deep Convolutional Networks;IOT Based Locker Access System with MFA & Remote Authentication;a Secure Authentication Scheme between Edge Devices Using Hypergraph Hashing Technique in Iot Environment;enhancing Access Control and Information Sharing in Cloud IoT with an Effective Blockchain-Based Authority System.
the proceedings contain 127 papers. the topics discussed include: a comparison of deep learning methods for vision-based fire detection in surveillance system;analysis of geometrical features of 3d model based on the ...
ISBN:
(纸本)9781450387347
the proceedings contain 127 papers. the topics discussed include: a comparison of deep learning methods for vision-based fire detection in surveillance system;analysis of geometrical features of 3d model based on the surface curvature of a set of point cloud;electricity theft detection in power grid with a hybrid convolutional neural network – support vector machine model;formalization of business processes and business rules model using colored petri nets;efficient complex valued neural network with Fourier transform on image denoising;semi-decentralized model for drone collaboration on secure measurement of positions;data preservation system using BoCA: blockchain-of-custody application;and an integrated smart wheelchair model: IW smart wheelchair with embedded smart home, navigation and obstacle avoidance systems.
Panorama stitching of low-altitude captured images is a very interesting and challenging task. Since 3D scenes are not planar, there may be significant changes in the relative positions of scene structures in each per...
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the proceedings contain 45 papers. the special focus in this conference is on Computational Intelligence in Pattern Recognition. the topics include: Vietnamese Text Summarization Using Transformer Approach;DQN Trader:...
ISBN:
(纸本)9789819780921
the proceedings contain 45 papers. the special focus in this conference is on Computational Intelligence in Pattern Recognition. the topics include: Vietnamese Text Summarization Using Transformer Approach;DQN Trader: Reinforcement Learning for Automated Trading;indirect Feature Extraction for Efficient Fingerprint Recognition;A Novel and Intelligent Neuroimage Analysis for Tumor Classification withthermo-Color Segmentation Using VGG-16;a Deep Feature Ensemble Methodology for 2D Biomedical Image Classification;detection of Hardware Trojan in Nanocrossbar-Based Cryptographic Circuit;convolutional Neural Network Segmentation for Satellite Imagery Data to Identify Landforms Using U-Net Architecture;performance Comparison of Different Machine Learning Classifiers for Diabetes Prediction;Intelligent Anti-tamper systems: Safeguarding Critical Infrastructure in the Era of Proliferating Interconnected Devices and IoBT;contrasting Various Cryptographic algorithms for Storage and Cloud computing Services;A New Technique of Cellular-Automata-Based PUF Design in Nanoscale Crossbar Circuits;CrimeScene2Graph: Generating Scene Graphs from Crime Scene Descriptions Using BERT NER;a Squeeze and Excitation Framework Utilizing ResNet-152 for Alzheimer’s Disease Dementia Classification;Identification of Real or Fake Currency Using Semi-supervised Generative Adversarial Networks (SSGANs);efficient Detection of Fake Twitter Profiles on Social Media through Hybrid Deep Learning Model;religious Sentiment Analysis and Detection on Social Media;Visualizing NASDAQ Composite Index Historical Data Using Tableau;typeface Identification for English Using Convolutional Neural Networks;Adaptive Ensemble of ML Regressors and LSTM for Stock Price Prediction;PolyNMT: Neural Machine Translation Model with Seq2Seq Encoder-Decoder System;a Rectangular Slotted Sierpinski Fractal Bowtie Antenna for Multiband Wireless Communications;enhancing Cardiac Health: Machine Learning in Coronary Artery Disease Predi
the proceedings contain 17 papers. the special focus in this conference is on Internet of things as a Service. the topics include: Machine Learning and Deep Learning for Predicting Indoor and Outdoor Io...
ISBN:
(纸本)9783030959869
the proceedings contain 17 papers. the special focus in this conference is on Internet of things as a Service. the topics include: Machine Learning and Deep Learning for Predicting Indoor and Outdoor IoT Temperature Monitoring systems;a Novel Dual Prediction Scheme for Data Communication Reduction in IoT-Based Monitoring systems;ioT-Based Data Driven Prediction of Offshore Wind Power in a Short-Term Interval Span;Channel Estimation for Millimeter Wave MIMO System: A Sequential Analysis Approach;A Comprehensive Study on the Energy Efficiency of IoT from Four Angles: Clustering and Routing in WSNs, Smart Grid, Fog computing and MQTT & CoAP Application Protocols;reinforcement Learning Based Intelligent Management of Smart Community Grids;energy Inefficacy in IoT Networks: Causes, Solutions and Enabling Techniques;preface;SLA Negotiation and Renegotiation in Cloud SLA Management: Issue and Challenges;Introducing the BrewAI AutoML Tool;review-Based Recommender System for Hedonic and Utilitarian Products in IoT Framework;An Enhancement to Channel Access Mechanism for the IEEE 802.15.3C MillimeterWave (5G) Standard to Support Stringent QoS Requirements of IoT;challenges and Issues of the Internet of things: Factoring Elements from the Social, Political and Information systems;security Requirements in IoT Environments;IiCE: A Proposed System Based on IoTaaS to Study Administrative Efficiency in Primary Schools.
the proceedings contain 41 papers. the special focus in this conference is on Smart Vehicular Technology, Transportation, Communication and Applications. the topics include: Collaborative Control of Unmanned Vehicle M...
ISBN:
(纸本)9789811640384
the proceedings contain 41 papers. the special focus in this conference is on Smart Vehicular Technology, Transportation, Communication and Applications. the topics include: Collaborative Control of Unmanned Vehicle Matrix Formation Based on Autonomous Neighborhood Negotiation;unmanned Vehicle Task Scheduling Method Based on Iterative Cognitive Interaction;event Sequence T-Way Test Strategy for Events Driven System;QUasi-Affine TRansformation Evolutionary Algorithm for Feature Selection;Advanced QUasi-Affine TRansformation Evolutionary (QUATRE) Algorithm and Its Application for Neural Network;An QUasi-Affine TRansformation Evolution (QUATRE) Algorithm for Job-Shop Scheduling Problem by Mixing Different Strategies;QUasi-Affine TRansformation Evolution Algorithm for Optimal Power Flow of Integrated Electrical Network Combining thermal Power with Wind Power;Hybrid Optimization Algorithm Based on QUATRE and ABC algorithms;joint Adaptive Reception Algorithm with Ant Colony Optimization for Asynchronous Cooperation Transmission systems;prediction of Subway Interchange Passenger Flow Based on Recurrent Neural Network Time Characteristic Model;multiple Data-Dependent Kernel Learning for Circuit Fault Diagnosis;calculation of Spacecraft Transfer Trajectory Based on Modified Differential Evolution Algorithm;channel Pruning and Quantization-Based Learning for Object Detection withcomputing Source Limited Application;retinal Vessels Segmentation Based on Multi-scale Hybrid Convolutional Network;location Optimization of Service Centers for Seniors Based on an Improved Particle Swarm Optimization Algorithm;IBPO: Solving 3D Strategy Game withthe Intrinsic Reward;An Operation with Crossover and Mutation of MPSO Algorithm;deep Learning on 3D Point Cloud for Semantic Segmentation;an Improved Arithmetic Optimization Algorithm with a Strategy Balancing Exploration and Exploitation;MPSiam: A Fast Multiplexing Siamese Tracking Network;a Single-Phase-to-Ground Fault Location Method Base
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