The proceedings contain 80 papers. The topics discussed include: design and optimization of MobileNet neural network acceleration system based on FPGA;an identity management protocol for multi-identifier network;image...
ISBN:
(纸本)9798350331974
The proceedings contain 80 papers. The topics discussed include: design and optimization of MobileNet neural network acceleration system based on FPGA;an identity management protocol for multi-identifier network;image encryption and decryption algorithm based on fractional order simplified Lorenz chaotic system and DNA coding;a secret sharing scheme based on binary addition and shift implementable convolutional regenerating code;discovering grammar information from one parser to enhance all parser-based application fuzzing;an alternative curriculum learning approach with macro actions for deep reinforcement learning;and a secure data offloading strategy for UAV wireless networks based on improved ant colony algorithms.
The proceedings contain 70 papers. The topics discussed include: a survey of machine learning technologies for COVID-19 pandemic;research on the relationship between mobile network data and COVID-19 cases;deep learnin...
ISBN:
(纸本)9781728177212
The proceedings contain 70 papers. The topics discussed include: a survey of machine learning technologies for COVID-19 pandemic;research on the relationship between mobile network data and COVID-19 cases;deep learning techniques for financial fraud detection;impact of resampling and deep learning to detect anomaly in imbalance time-series data;quantization algorithm in neural network training;deep learning and data mining for book recommendation: retrospect and expectation;deep neural networks for stock price prediction;deep learning techniques for aspect based sentiment analysis;real-time distortion prediction and optimization of weld sequence using artificial neural network;a survey on implicit bias of gradient descent;and a robust multiple network attacks detection method based on artificial neural network.
The proceedings contain 69 papers. The topics discussed include: stock price prediction using machine learning;detection of diabetic retinopathy based on various machine learning algorithms and histogram equalization;...
ISBN:
(纸本)9781665454933
The proceedings contain 69 papers. The topics discussed include: stock price prediction using machine learning;detection of diabetic retinopathy based on various machine learning algorithms and histogram equalization;a comparative study using next generation sequencing data and machine learning approach for Crohn’s disease (CD) identification;neural network based student grade prediction model;heart disease prediction using feature selection and machine learning techniques;a supervised approach for superpixel segmentation;software defect prediction: a comparative analysis of machine learning techniques;tomato leaf disease detection using neural networks;research on energy saving control of building central air conditioning based on neural network;forex prediction through financial trend analysis;image-based food calorie estimation using incremental learning;and an intelligent virtual system relocation based prediction model for optimal resource control in vehicular cloud.
The proceedings contain 94 papers. The topics discussed include: towards a sustainable future through data-centric solutions: potentials and challenges;quantum computational economics;sign language recognition system ...
The proceedings contain 94 papers. The topics discussed include: towards a sustainable future through data-centric solutions: potentials and challenges;quantum computational economics;sign language recognition system for communicating to people with disabilities;diabetes prediction using supervised machine learning;comparative analysis of deep learning models for detecting face mask;impact of CLAHE-based image enhancement for diabetic retinopathy classification through deep learning;development of e-butler: introduction of robot system in hospitality with mobile application;Furpare: third-party application as furniture comparison in Indonesia’s e-commerce;developing an anti-counterfeit system using blockchain technology;machine learning approaches in stock market prediction: a systematic literature review;computernetwork design and implementation using load balancing technique with per connection classifier (PCC) method based on MikroTik router;and implementation of expert systems in potassium deficiency in cocoa plants using forward chaining method.
The proceedings contain 128 papers. The topics discussed include: the study of segmentation and recognition technology of breast tumor ultrasound image based on adaptive BP neural network;smart city evaluation from th...
ISBN:
(纸本)9781510661363
The proceedings contain 128 papers. The topics discussed include: the study of segmentation and recognition technology of breast tumor ultrasound image based on adaptive BP neural network;smart city evaluation from the perspective of information theory;facial recognition method based on feature fusion and data enhancing;querying specific message from chat logs of suspects based on keywords expansion;research on one of proportional guidance process based on guidance principle;construction and application of vehicle digital registration system;armored vehicle target vulnerability database software design;the numerical simulation of cylindrical fragments penetrate the multilayer aluminum targets;numerical simulation of long rod projectile penetrating non-explosive reactive armor;and analysis of the relationship between bitcoin, oil prices, and the dow jones industrial average using a wavelet-based approach.
The proceedings contain 91 papers. The topics discussed include: object detection algorithms based on deep learning;mask detection and classification with different convolutional neural networks;a review of key algori...
ISBN:
(纸本)9781510655867
The proceedings contain 91 papers. The topics discussed include: object detection algorithms based on deep learning;mask detection and classification with different convolutional neural networks;a review of key algorithms for network security situation awareness research;an improved RANSAC algorithm for detection, extraction, and enhancement of noisy indoor house type image lines;the construction of a virtual simulation training platform for computer-aided teaching and research courses;label-only membership inference attack based on the transferability of adversarial sample;research on real-time identification method of pig number based on 5G and convolutional neural network;network security situation prediction model based on grey wolf optimization algorithm to optimize support vector machine;a scoring algorithm based on retrieval term expansion;and optimization method for distributed energy access to distribution network based on chaotic genetic simulated annealing algorithm.
The proceedings contain 138 papers. The topics discussed include: a novel and efficient sequential learning-based malware classification model;source-free unsupervised domain adaptation via denoising mutual learning;s...
ISBN:
(纸本)9781665493871
The proceedings contain 138 papers. The topics discussed include: a novel and efficient sequential learning-based malware classification model;source-free unsupervised domain adaptation via denoising mutual learning;swot analysis and strategies of high-quality career guidance education in universities in the context of big data;an intelligent and transparent inference: spiking neural network for causal reasoning;relation heterogeneous graph neural network;sparse sampled logistic chaos-based frequency modulated signals for MIMO radar;a polarization-independent transmissive metalens in the microwave band;multi-agent reinforcement learning with contribution-based assignment online routing in SDN;lattice-based anonymous signcryption for smart grid;domain adaptation method for document object detection;spatio-temporal graph-TCN neural network for traffic flow prediction;object cluster position using reinforcement learning;enhancing the adversarial transferability of vision transformers through perturbation invariance;and target identification technology of millimeter-wave radar based on feature template.
The proceedings contain 27 papers. The special focus in this conference is on Deep Sciences for Computing and Communications. The topics include: Predictive Model for Depression and Anxiety Using Machine Learning Algo...
ISBN:
(纸本)9783031276217
The proceedings contain 27 papers. The special focus in this conference is on Deep Sciences for Computing and Communications. The topics include: Predictive Model for Depression and Anxiety Using Machine Learning algorithms;a Deep Learning Based Species Reciprocal System for Partridge;Detecting Pneumonia from the CT-Scan Images Using Convolutional Neural networks and Transfer Learning Techniques;emotion Recognition of People Based on Facial Expressions in Real-Time Event;A Novel Modified LSTM Deep Learning Model on Precipitation Analysis for South Indian States;industrial Machine Learning Cloud Applications: Integrity and Confidentiality of Machine Sensitive Data;classification of Dermoscopy Textures with an Ensemble Feedback of Multilayer Perceptron;monitoring and Detection of Plant Diseases Using Neural networks;a Review on Detection and Diagnosis of Melanoma Carcinoma Using Deep Learning;health Care Support for Elderly People in Resource Poor Areas;future of E-commerce by Implementing Blockchain Payments System;cluster-Centric Based Hybrid Approach for Cricket Sports Analytics Using Machine Learning;PPA Based MAC Unit Using Vedic Multiplier and XOR Logic;nowcasting - Rain Intensity Prediction Using Machine Learning Models with Markov Chain Process;A Survey of WSN Efficient network Restoration Model Using Genetic algorithms;An Evaluation on the Performance of Privacy Preserving Split Neural networks Using EMNIST Dataset;The Security Algorithm BR22-01 Used to Secure the COVID’19 Health Data;modelling Air Pollution and Traffic Congestion Problem Through Mobile Application;finding Best Voting Classifier for Diabetic Disease Classification;convolutional Neural networks for Traffic Sign Classification Using Enhanced Colours;hand Gesture Recognition for Human-computer Interaction Using computer Vision.
The proceedings contain 297 papers. The topics discussed include: evaluation of power angle stability of power system based on eigenvalues of trajectory section;bi-level control strategy for EV charging in active dist...
ISBN:
(纸本)9781665416061
The proceedings contain 297 papers. The topics discussed include: evaluation of power angle stability of power system based on eigenvalues of trajectory section;bi-level control strategy for EV charging in active distribution network based on wavelet decomposition;localization approach for forced oscillation source based on synchrosqueezed wavelet;degradation assessment of solar cell array of low orbit satellite in orbit;study on the influence of the secondary air offset adjustment of the octagonal tangentially boiler on the deviation of the flue gas temperature;research on fault detection technology of autonomous underwater vehicle navigation system;study on fit degree of the short-circuit calculation based on BPA and national standard;and application exploration of Daqing smart tourism big data based on association rule mining and machine learning.
In the modern era, the implementation of computer vision technologies has become increasingly prevalent across various domains. In many fields, such as security and identification, computer vision technologies are wid...
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