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Design and analysis of quantum machine learning: a survey 量子机器学习的设计与分析：调查
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-03-29 DOI: 10.1080/09540091.2024.2312121
Linshu Chen, Tao Li, Yuxiang Chen, Xiaoyan Chen, Marcin Wozniak, Neal Xiong, Wei Liang
{"title":"Design and analysis of quantum machine learning: a survey","authors":"Linshu Chen, Tao Li, Yuxiang Chen, Xiaoyan Chen, Marcin Wozniak, Neal Xiong, Wei Liang","doi":"10.1080/09540091.2024.2312121","DOIUrl":"https://doi.org/10.1080/09540091.2024.2312121","url":null,"abstract":"","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":null,"pages":null},"PeriodicalIF":5.3,"publicationDate":"2024-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140365898","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cross-modal learning with multi-modal model for video action recognition based on adaptive weight training 基于自适应权重训练的视频动作识别多模态模型的跨模态学习
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-03-27 DOI: 10.1080/09540091.2024.2325474
Qingguo Zhou, Yufeng Hou, Rui Zhou, Yan Li, JinQiang Wang, Zhen Wu, Hung-Wei Li, Tien-Hsiung Weng
{"title":"Cross-modal learning with multi-modal model for video action recognition based on adaptive weight training","authors":"Qingguo Zhou, Yufeng Hou, Rui Zhou, Yan Li, JinQiang Wang, Zhen Wu, Hung-Wei Li, Tien-Hsiung Weng","doi":"10.1080/09540091.2024.2325474","DOIUrl":"https://doi.org/10.1080/09540091.2024.2325474","url":null,"abstract":"The canonical video action recognition methods usually label categories with numbers or one-hot vectors and train neural networks to classify a fixed set of predefined categories, thereby constrain...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":null,"pages":null},"PeriodicalIF":5.3,"publicationDate":"2024-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140325262","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Early diagnosis of Alzheimer’s disease using dual GAN model with pyramid attention networks 利用带有金字塔注意力网络的双 GAN 模型早期诊断阿尔茨海默病
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-03-16 DOI: 10.1080/09540091.2024.2321351
Yinjun Zhang, Linzhi Wang
{"title":"Early diagnosis of Alzheimer’s disease using dual GAN model with pyramid attention networks","authors":"Yinjun Zhang, Linzhi Wang","doi":"10.1080/09540091.2024.2321351","DOIUrl":"https://doi.org/10.1080/09540091.2024.2321351","url":null,"abstract":"Alzheimer's disease (AD) is a neurological condition that impairs the patient's cognitive function. The article presents a deep learning architecture using the implicit image from MRI to categories...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":null,"pages":null},"PeriodicalIF":5.3,"publicationDate":"2024-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140172454","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A reputation-based dynamic reorganization scheme for blockchain network sharding 基于信誉的区块链网络分片动态重组方案
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-03-12 DOI: 10.1080/09540091.2024.2327438
Shuhui Zhang, Hanwen Tian, Lianhai Wang, Shujiang Xu, Wei Shao
{"title":"A reputation-based dynamic reorganization scheme for blockchain network sharding","authors":"Shuhui Zhang, Hanwen Tian, Lianhai Wang, Shujiang Xu, Wei Shao","doi":"10.1080/09540091.2024.2327438","DOIUrl":"https://doi.org/10.1080/09540091.2024.2327438","url":null,"abstract":"While sharding technology helps solve performance bottlenecks in traditional blockchain networks, it also introduces new challenges. Random node allocation may lead to uneven distribution of malici...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":null,"pages":null},"PeriodicalIF":5.3,"publicationDate":"2024-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140129733","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A novel Knowledge Graph recommendation algorithm based on Graph Convolutional Network 基于图卷积网络的新型知识图谱推荐算法
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-03-12 DOI: 10.1080/09540091.2024.2327441
Hui Guo, Chengyong Yang, Liqing Zhou, Shiwei Wei
{"title":"A novel Knowledge Graph recommendation algorithm based on Graph Convolutional Network","authors":"Hui Guo, Chengyong Yang, Liqing Zhou, Shiwei Wei","doi":"10.1080/09540091.2024.2327441","DOIUrl":"https://doi.org/10.1080/09540091.2024.2327441","url":null,"abstract":"Knowledge Graphs (KGs) are widely used in many fields of application, and especially play an essential role in recommendation systems. KGs often need to be complete, missing relationships between u...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":null,"pages":null},"PeriodicalIF":5.3,"publicationDate":"2024-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140114782","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
SQL queries over encrypted databases: a survey 加密数据库上的 SQL 查询：一项调查
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-03-05 DOI: 10.1080/09540091.2024.2323059
Bo Sun, Sen Zhao, Guohua Tian
{"title":"SQL queries over encrypted databases: a survey","authors":"Bo Sun, Sen Zhao, Guohua Tian","doi":"10.1080/09540091.2024.2323059","DOIUrl":"https://doi.org/10.1080/09540091.2024.2323059","url":null,"abstract":"Limited by the local storage resource, data users have to encrypt their data and outsource the encrypted databases to cloud servers to enjoy low-cost, professional data management services, which p...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":null,"pages":null},"PeriodicalIF":5.3,"publicationDate":"2024-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140045356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Explainable data mining model for hyperinsulinemia diagnostics 用于高胰岛素血症诊断的可解释数据挖掘模型
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-03-04 DOI: 10.1080/09540091.2024.2325496
Nevena Rankovic, Dragica Rankovic, Mirjana Ivanovic, Igor Lukic
{"title":"Explainable data mining model for hyperinsulinemia diagnostics","authors":"Nevena Rankovic, Dragica Rankovic, Mirjana Ivanovic, Igor Lukic","doi":"10.1080/09540091.2024.2325496","DOIUrl":"https://doi.org/10.1080/09540091.2024.2325496","url":null,"abstract":"In our research, we present a data mining model for the early diagnosis of hyperinsulinemia, potentially reducing the risk of diabetes, heart disease, and other chronic conditions. The dataset, gat...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":null,"pages":null},"PeriodicalIF":5.3,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140037132","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A feature enhancement FCOS algorithm for dynamic traffic object detection 用于动态交通对象检测的特征增强型 FCOS 算法
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-03-01 DOI: 10.1080/09540091.2024.2321345
Tuqiang Zhou, Wei Liu, Haoran Li
{"title":"A feature enhancement FCOS algorithm for dynamic traffic object detection","authors":"Tuqiang Zhou, Wei Liu, Haoran Li","doi":"10.1080/09540091.2024.2321345","DOIUrl":"https://doi.org/10.1080/09540091.2024.2321345","url":null,"abstract":"The development of object detection plays an important role in the realisation of fully autonomous driving, and the feature extraction is the key step for object detection. There has been significa...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":null,"pages":null},"PeriodicalIF":5.3,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140045198","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Few-shot segmentation based on multi-level and cross-scale clustering 基于多层次和跨尺度聚类技术的微镜头分割技术
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-02-29 DOI: 10.1080/09540091.2023.2287972
Shuai Yuan, Junhai Qiu, Hongxia Xu, Yan Zhang, Jiaxing Zhang
{"title":"Few-shot segmentation based on multi-level and cross-scale clustering","authors":"Shuai Yuan, Junhai Qiu, Hongxia Xu, Yan Zhang, Jiaxing Zhang","doi":"10.1080/09540091.2023.2287972","DOIUrl":"https://doi.org/10.1080/09540091.2023.2287972","url":null,"abstract":"The problem of image segmentation with few-shot learning is addressed in this paper, which is a challenging task due to the lack of sufficient high-precision annotated data. A novel method that con...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":null,"pages":null},"PeriodicalIF":5.3,"publicationDate":"2024-02-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140045351","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Blockchain-based federated learning framework for secure aggregation and fair incentives 基于区块链的联合学习框架，实现安全聚合和公平激励
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-02-21 DOI: 10.1080/09540091.2024.2316018
XiaoHui Yang, TianChang Li
{"title":"A Blockchain-based federated learning framework for secure aggregation and fair incentives","authors":"XiaoHui Yang, TianChang Li","doi":"10.1080/09540091.2024.2316018","DOIUrl":"https://doi.org/10.1080/09540091.2024.2316018","url":null,"abstract":"Federated Learning (FL) has gained prominence as a machine learning framework incorporating privacy-preserving mechanisms. However, challenges such as poisoning attacks and free rider attacks under...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":null,"pages":null},"PeriodicalIF":5.3,"publicationDate":"2024-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139924467","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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