Third International Symposium on Computer Applications and Information Systems (ISCAIS 2024) / Hongzhi Wang, Wenlong Li, editors.

Format:

Book

Contributor:

Wang, Hongzhi, editor.

Li, Wenlong, editor.

Language:

English

Subjects (All):

Database management.

Physical Description:

1 online resource

Other Title:

Third International Symposium on Computer Applications and Information Systems

Place of Publication:

[Place of publication not identified] : SPIE, 2024.

Summary:

This PDF file contains the front matter associated with SPIE Proceedings Volume 13210, including the Title Page, Copyright information, Table of Contents, and Conference Committee information.".

Contents:

Front Matter: Volume 13210

Computer System Modeling and Communication Technology

Single link industrial control network traffic prediction based on flow decomposing

Quick call path generation for program analysis

Robust convolutional neural network with integrated multiscale attention mechanism against adversarial attacks

Construction of integrated platform of scientific research institutes

Personalized recipe recommendation based on heterogeneous graph neural networks

Research on multitarget fusion and tracking methods for coherent bistatic MIMO radar in urban traffic scenarios

Advanced technologies meet cyber security based on LDA topic modeling

Research on simulating motion blurred stars map taking into account the nonuniform effects of image movement space

Fast and accurate multiscale feature fusion stereo matching network

Design and implementation of a low-code development architecture based on abstract syntax trees

Double stream lightweight network NR-IQA framework based on gradient map

Ground target recognition in SAR image based on improved SSD

CBSENet: A conformer-based speech enhancement network

Simulation study of OTFS underwater acoustic communication technology

Efficient feature fusion for lightweight super-resolution network

PLE-GAN: pseudo-label enhanced generative adversarial networks for medical image classification

Few-shot SAR target recognition based on rectified Gaussian prototypical networks

Research on the application of shared file system in PDM server cluster

Efficient traffic monitoring on SmartNICs through XDP co-design

Heterogeneous graph neural network based on dual-view graph structure augmentation

Smart contract vulnerability detection based on BERT-based multilayer feature fusion

Deep learning-based embedded network traffic monitoring techniques

Research on optimization of ship radar RCS based on PO-MOM algorithm

Platform for visual simulation of UAVs based on 3D holographic display technology

Deep graph clustering network by community prediction-guided augmentation

Design and application of the gas turbine performance monitoring system based on digital twins

Reliable communication protocol design and simulation for wireless battery management system

CodeSift: Approach for detecting source code feature redundancy

DCTDFusion: a dual-branch network based on dilated convolution and transformer for infrared and visible image fusion

Research on software classification based on LSTM and CNN

Intelligent Algorithms and Database Management

Identifying function level complex modules based on complex coupled networks

Research on the framework of collaborative sharing of credit data master-slave chain based on digital government

Federated privacy computing based on oblivious transfer in financial applications: a case study in credit risk management

Application of anomaly detection based on deep learning in digital twin

LEO satellite computation offloading and resource allocation algorithm based on multiagent reinforcement learning

Addressing dataset misalignment in medical image synthesis with GANs and alignment networks

Leveraging federated learning and edge computing for recommendation systems within cloud computing networks

Combine deep learning and LKH algorithm to solve multiconstraint tourism planning

Super-resolution for the extracted region of fruit image

Optimization of computer information processing technology based on big data

Base long short-term memory network and proportional integral derivative control on machine arm

Application of blockchain operation spread by new media in screening effective popular science information of traditional Chinese medicine

EBSim: the algorithm for approximate single pair queries

An image steganography algorithm without data embedding based on style transfer and zero-watermarking

Research on snowpeach image matching based on improved SIFT algorithm

Network intrusion detection algorithm combining blockchain and federated learning

Efficient digital camouflage pattern generation algorithm based on improved GA-K-means clustering algorithm

Design of enterprise worker safety detection algorithm based on YOLO

A study of momentum prediction based on Markov chains

Expression recognition algorithm in canonical domain based on sensitive feature extraction

Traffic flow prediction based on adaptive graph convolutional recurrent network

CEMOP: Enhancing MOBA match outcome predictions by understanding teammates and opponents effects

Research on data privacy protection and information security algorithm technology in the standard digitalization background

Object detection in urban traffic scenarios based on improved YOLOv8 model

Polyp image segmentation based on HarDNetV2 and attention mechanism

Combustible gas leakage detection algorithm based on foreground region extraction and semantic segmentation

Online education course recommendation algorithm based on multimodal graph attention network

Comparative study of remote sensing image dehaze algorithm

Adaptive conveyor belt edge detection algorithm with enhanced robustness

D2PDRF: A differential privacy recommendation algorithm based on federated learning

Intelligent Information Systems and Strategy Analysis

Intelligent transportation system based on 5G-V2X and autonomous driving technology

Research on interactive augmented reality-based solid geometry teaching assistant system

Object detection of classroom students based on improved YOLOv7

Sentiment analysis of Chinese poetry incorporating imagery features

Efficient G-Skyline queries based on skyline layer batch processing

Chinese fable generation based on large scale pretrained language models

Refined requirement management method for continuously evolving information systems

Camouflage pattern adversarial generation model using color and semantic constraints

GABB: the plan-based job scheduling optimized by genetic algorithm for HPC systems with shared burst buffers

TreeKV: efficient garbage collection and range query for key-value separated LSM-stores

Instructional framework for using ChatGPT to aid interdisciplinary courses

Convolution SSM model for text emotion classification

ROD-YOLO: improved YOLOv8 semantic segmentation of obstacles in complex road scenes based on Swin Transformer

Design and implementation of environmental monitoring information management system based on Android

Low-quality vector sketch optimization with latent structure

Research on the mechanism and optimization strategy of deep learning algorithm based on CNTM model in digital governance

Class learning for semantic segmentation from new knowledge

Research on multisensor fusion UAV sensing strategy based on forest information collection

Agile design of a tank battle game based on spring cloud from the perspective of microservice on smart campus

Design and implementation of product quality information system for product full life cycle management

Chinese medical named entity recognition based on feature fusion and multihead biaffine transformations

Human resource management informatization in small and medium-sized enterprises

Noninvasive load identification based on RF-KNN

PREFormer: improving transformer with pointwise convolution and residual attention mechanism

Dual-channel feature enhancement cognitive diagnosis framework for student performance prediction

Method of adaptive learning feature model fusion and verification based on metamodels

Robust design and practice of display links for industrial control display and control equipment

Design and research of a smart hotel check-in service system based on SAPAD-AHP method

Empirical study on temporal expression extraction via large language model

Multisource transfer learning based on multiconcept and multispace for text classification

Hybrid Intelligent Systems Planning and Target Recognition

Automated tobacco leaf grading using visible and near-infrared spectral images

Research and application of evaluation method for man-machine arrangement of commercial vehicle based on RBF

Enhancing the capabilities of Llama2 in biomedical applications

Research on a multilevel plan management model based on the pyramid plan management structure

Multistage cascade method.

for dangerous assembly behavior recognition in machine tools

Advancing palmprint recognition technology through vision transformer integration

Application of a novel deep learning feature extraction framework in the assessment of intracranial aneurysm rupture risk

Design of desertification afforestation robot

Using ghost convolution YOLO to detect brain tumor

Defect detection of steel pipe weld by modified attention U-Net

DBFormer: a deep learning model to predict tumor mutation burden of lung adenocarcinoma

Application of optimized deformable convolution in underwater biological detection algorithm

Vehicle tracking through magnetic sensors: a case study of two-lane road

Convolutional neural network-based cardiovascular disease prediction with adaptability

Semiautomatic 3D modeling and entity separation method for lower extremity bones

Steel surface defect detection based on deformable convolution feature fusion

Diabetes prediction and visualization platform based on machine learning

Image-based unmanned vehicle for farm fruit detection

Research on dual stage pipeline MCU based on RISC-V on FPGA

Implementing RISC-V processor with three-stage pipeline on FPGA

Hybrid neural network for event-based object tracking

Experimental study of ultrasonic cleaning of underwater equipment attachments

Avionics fault classification based on improved Word2Vec word embedding

Submersible location prediction using SST turbulence and dynamic analysis

Research on PCB defect detection method based on improved YOLOv8

Lumbar disc herniation typing method based on double-branch fusion and multiscale attention

Path planning for mobile robots based on improved A* algorithm

FANpose: 2D human pose estimation with fully attentional networks under vision transformer baselines

Underwater image enhancement of ROV using modified WaterNet.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

1-5106-8132-9