The proceedings contain 52 papers. The special focus in this conference is on IoT Based control Networks and intelligentsystems. The topics include: Development of IoT-Based Vehicle Speed Infringement and Alcohol Con...
ISBN:
(纸本)9789819965854
The proceedings contain 52 papers. The special focus in this conference is on IoT Based control Networks and intelligentsystems. The topics include: Development of IoT-Based Vehicle Speed Infringement and Alcohol Consumption Detection System;phonocardiogram Identification Using Mel Frequency and Gammatone Cepstral Coefficients and an Ensemble Learning Classifier;Automatic Conversion of Image Design into HTML and CSS;Customizing Arduino LMiC Library Through LEAN and Scrum to Support LoRaWAN v1.1 Specification for Developing IoT Prototypes;prevention of Wormhole Attack Using Mobile Secure Neighbour Discovery Protocol in Wireless Sensor Networks;Comparison of Feature Extraction Methods Between MFCC, BFCC, and GFCC with SVM Classifier for Parkinson’s Disease Diagnosis;a Comprehensive Study on Artificial Intelligence-Based Face Recognition Technologies;design of IoT-Based Smart Wearable Device for Human Safety;Detection of Artery/Vein in Retinal Images Using CNN and GCN for Diagnosis of Hypertensive Retinopathy;vehicle Information Management System Using Hyperledger Fabric;An Evolutionary Optimization Based on Clustering Algorithm to Enhance VANET Communication Services;visual Sentiment Analysis: An Analysis of Emotions in Video and Audio;design and Functional Implementation of Green Data Center;patient Pulse Rate and Oxygen Level Monitoring System Using IoT;ioT-Based Solution for Monitoring Gas Emission in Sewage Treatment Plant to Prevent Human Health Hazards;Evaluation of the Capabilities of LDPC Codes for Network Applications in the 802.11ax Standard;parallel Optimization Technique to Improve the Performance of Lightweight Intrusion Detection systems;Enhancement in Securing Open Source SDN controller Against DDoS Attack;proposal of a General Model for Creation of Anomaly Detection systems in IoT Infrastructures;green IoT-Based Automated Door Hydroponics Farming System.
The proceedings contain 191 papers. The topics discussed include: virtual inertia control strategy for PV using dc capacitive and electrochemical energy storage;liquid drip detection in power plant based on machine vi...
ISBN:
(纸本)9781665467735
The proceedings contain 191 papers. The topics discussed include: virtual inertia control strategy for PV using dc capacitive and electrochemical energy storage;liquid drip detection in power plant based on machine vision;intelligent recognition algorithm of specific pattern content information based on mobile terminal equipment;research on power communication defect diagnosis technology based on unsupervised learning;key technologies of high speed modulator for satellite data transmission;research on privacy fraud detection of logistic regression based on homomorphic encryption;application research on x-ray imaging technology for online detection of gas insulated switchgear;power transformer state identification method based on operational deflection shapes and visual measurement technology;research on identification method of potential abnormal station for miniature circuit breaker;trajectory tracking error optimization based on iterative learning;research and design of the intelligent bulk transfer laboratory interconnection;energy management cloud platform in softwarized energy internet;simulation and application of a new power stealing method based on the comparison of two types of transformers;lane line detection based on machine vision;an analysis method of GIS equipment fault causes based on online monitoring and joint diagnosis;and virtual prototype design of flexible exoskeleton based on pattern recognition technology.
The proceedings contain 113 papers. The topics discussed include: malware detection using machine learning on edge devices;sentence similarity - a state of art approaches;speech emotion recognition using bagged suppor...
ISBN:
(纸本)9781665468831
The proceedings contain 113 papers. The topics discussed include: malware detection using machine learning on edge devices;sentence similarity - a state of art approaches;speech emotion recognition using bagged support vector machines;dynamic service deployment strategy using reinforcement learning in edge networks;blockchain adaptation of remote patient monitoring with Internet of medical things;adaptive control of machines: a data driven model based design;enabling granular exploration of sequence diagrams with activity diagrams;spoken language identification of Indian languages in adversarial synthetic and noisy attacking environments;veterinary medication prescription analysis: a machine learning approach;optimized and secured utilization of infrastructure resources using VMware stretched cluster multi-site solutions;technological advancements in automated crop pest and disease detection: a review & ongoing research;personality prediction using machine learning;an efficient approach for sustainable agricultural trading using blockchain technology;detection, analysis and countermeasures for container based misconfiguration using docker and Kubernetes;combinatorial optimization for travelling salesman and vehicle routing problem;and here you go: an intelligent mobile application featuring immediate assistance for the people of Bangladesh.
The proceedings contain 223 papers. The topics discussed include: autonomous navigation of a mobile robot on robot operating system using graphical user interface;proposal for a method of controlling heart rate during...
ISBN:
(纸本)9781665499248
The proceedings contain 223 papers. The topics discussed include: autonomous navigation of a mobile robot on robot operating system using graphical user interface;proposal for a method of controlling heart rate during step exercise;consistent conjectural variations equilibrium in a semimixed oligopoly with discontinuous demand;application of open data and integer linear programming to real-time generation of one-stroke traveling route for collecting and distributing for food loss reduction;consistent conjectural variations equilibrium in a semimixed oligopoly with discontinuous demand;application of open data and integer linear programming to real-time generation of one-stroke traveling route for collecting and distributing for food loss reduction;interdisciplinarity inference using a cross encoder between research projects;the relationship between spatial continuity and sense of ownership on rubber hand illusion in virtual reality;and analysis of workload by instructions and fixed-point observation photographs.
The exponential growth of IoT applications due to user demands necessitates the emergence of reliable fog/edge computingsystems. Because of the wide-open area of these systems, the tendency for failure in communicati...
详细信息
ISBN:
(纸本)9798350372113;9798350372106
The exponential growth of IoT applications due to user demands necessitates the emergence of reliable fog/edge computingsystems. Because of the wide-open area of these systems, the tendency for failure in communication channels and computing nodes (resources) is unpredictable, especially in real-time IoT applications. Several studies have aimed at tackling fault and failure issues by employing a variety of resource management strategies. Most studies use heuristics or conventional scheduling approaches that leverage the use of reinforcement learning. The element of reinforcement learning aims to support better governance when resource faults and failures occur. This paper provides an analysis of the implementation of reinforcement learning (RL) into fault-tolerant scheduling in fog/edge computingsystems. The efficacy of fault-tolerant scheduling is claimed to be improved through RL with regard to system performance. We grouped the discussion based on three themes: resource failures, reinforcement learning (RL) in general, and RL scheduling for fault tolerance. The discussion could further derive solutions for overcoming the challenges of resource failures in fog/edge systems.
The proceedings contain 222 papers. The topics discussed include: automation of traffic signal for better commutation of vehicles;an algorithmic and machine learning approach for yoga asanas feedback;potential of visi...
ISBN:
(纸本)9798331523893
The proceedings contain 222 papers. The topics discussed include: automation of traffic signal for better commutation of vehicles;an algorithmic and machine learning approach for yoga asanas feedback;potential of vision transformer in leukemia detection;integrative personalized oncology: leveraging multi-source data and drug solubility for optimal cancer treatment;generative adversarial networks for melanoma detection;improving English text machine translation quality with cutting-edge neural network systems;automated assessment of pizza quality using computer vision and deep learning techniques;15 puzzle problem solving by using heuristic-based approaches;and advancing phishing detection with random forest: a machine learning approach for enhanced cybersecurity.
The proceedings contain 32 papers. The special focus in this conference is on High-Performance computingsystems and Technologies in Scientific Research, Automation of control and Production. The topics include: Mathe...
ISBN:
(纸本)9783030941406
The proceedings contain 32 papers. The special focus in this conference is on High-Performance computingsystems and Technologies in Scientific Research, Automation of control and Production. The topics include: Mathematical Simulation of Coupled Elastic Deformation and Fluid Dynamics in Heterogeneous Media;numerical Modeling of Electric and Magnetic Fields Induced by External Source in Frequency Domain;improving the Heterogeneous computing Node Performance of the Desktop Grid When Searching for Orthogonal Diagonal Latin Squares;visual Metamodeling with Verification Based on Surrogate Modeling for Adaptive computing;recognition Algorithms Based on the Selection of 2D Representative Pseudo-objects;applied Interval Analysis of Big Data Using Linear Programming Methods;parallel computing in Problems of Classification of Teenagers Based on Analysis of Digital Traces;identification of Key Players in a Social Media Based on the Kendall-Wei Ranking;using Time Series and New Information Technologies for Forecasting Sugarcane Production Indicators;Calculation of Activation Functions in FPGA-Based Neuroprocessors Using the Cordic Algorithm;software and Methodology for the Design of System Dynamics Models Based on the Situation-Activity Approach;architecture of an intelligent Network Pyrometer for Building Information-Measuring and Mechatronic systems;implementation of a Network-Centric Production Storage System in Distributed High-Performance computingsystems;internet of Things for Reducing Commercial Losses from Incorrect Activities of Personnel;method of Constructing the Assigned Trajectory of a Multi-link Manipulator Based on the "Programming by Demonstration" Approach;developing a Microprocessor-Based Equipment control Panel for Rifle Sports Complexes;methods for Domain Adaptation of Automated systems for Aspect Annotation of Customer Review Texts;testing Methods for Blockchain Applications.
The proceedings contain 68 papers. The topics discussed include: towards quantum artificial intelligence electromagnetic prediction models for ladder logic bombs and faults in programmable logic controllers;deep learn...
ISBN:
(纸本)9781665483858
The proceedings contain 68 papers. The topics discussed include: towards quantum artificial intelligence electromagnetic prediction models for ladder logic bombs and faults in programmable logic controllers;deep learning approaches for crack detection in bridge concrete structures;on-demand recharge scheduling algorithm in wireless sensor networks;mobile charger scheduling algorithm for energy recharging in wireless sensor networks;utilization of fog computing in task scheduling and offloading: modern growth and future challenges;design of deep learning based covid 19 diagnosis framework using lung ultrasound images;artificial intelligence model for classification of sensitivity data utilized at industrial applications;categorization of fruit images using artificial bee colony algorithm based on GLCM features;an improved linguistic Haar fuzzy decision maps;classification of pulmonary emphysema using deep learning;credit card fraud detection with unbalanced real and synthetic dataset using machine learning models;and diagnosing musculoskeletal disorders from shoulder radiographs using deep learning models.
The proceedings contain 23 papers. The special focus in this conference is on High-Performance computingsystems and Technologies in Scientific Research, Automation of control and Production. The topics include: Ontol...
ISBN:
(纸本)9783031237430
The proceedings contain 23 papers. The special focus in this conference is on High-Performance computingsystems and Technologies in Scientific Research, Automation of control and Production. The topics include: Ontology-Based Data Mining Platform for Diagnosing Sowing Quality of Wheat Seeds;algorithm for the Classification of Coronary Heart Disease Based on the Use of Symptom Complexes in the Cardiovascular Environment;business Process Designing of the Institutional Ranking System of Higher Education of the Kyrgyz Republic;evaluation of the Efficiency of the Vaccination Against Chickenpox Based on the Results of Simulation Modeling;hierarchical Volume Mesh Model of Heterogeneous Media Based on Non-Destructive Imaging Data;modeling a Potential Plant Habitat by Ensemble Machine Learning;adaptive Traffic Signal control Based on a Macroscopic Model of the Transport Network;optimization and Robustization of Angular Motion control of an Automatic Maneuverable Aerial Vehicle;synthesis of the Rational Analyzing Function for Feature Extraction of Signals from the Electrostatic Location System;Architecture and CAD Software Solutions for PCB Design;application of Computer Numerical control in Eddy-Current Study Methods;Open-Source Solution for Identification and Blocking of Anomalous BGP-4 Routing Information;Simulation of DDoS Attacks on LTE and LoRaWAN Protocols in the NS-3 Network Simulator;transaction-Oriented Approach to the Design of Information systems Based on Formal Grammar;frequency-Domain Generalized Phase Transform Method in Pipeline Leaks Locating;inverse Problem Regularization of Parametric Identification of the Particle Temperature Distribution of Gas-Thermal Flow with Optimization of Its Solution;application of the Heterogeneous Multiscale Finite Element Method for Modelling the Compressibility of Porous Media.
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