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A multi-feature stock price prediction model based on multi-feature calculation, LASSO feature selection, and Ca-LSTM network 基于多特征计算、LASSO 特征选择和 Ca-LSTM 网络的多特征股价预测模型
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-01-19 DOI: 10.1080/09540091.2023.2286188
Xiao Chen, Lei Cao, Zhi Cao, HongWei Zhang
{"title":"A multi-feature stock price prediction model based on multi-feature calculation, LASSO feature selection, and Ca-LSTM network","authors":"Xiao Chen, Lei Cao, Zhi Cao, HongWei Zhang","doi":"10.1080/09540091.2023.2286188","DOIUrl":"https://doi.org/10.1080/09540091.2023.2286188","url":null,"abstract":"This paper addresses the crucial realm of stock price prediction, highly coveted by individual investors and institutions for its substantial economic implications. The inherent non-stationary and ...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"76 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139510364","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 study on the traceable attribute-based signature scheme provided with anonymous credentials 关于提供匿名凭证的基于属性的可追溯签名方案的研究
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-01-08 DOI: 10.1080/09540091.2023.2287979
Yong Woon Hwang, Taehoon Kim, Daehee Seo, Im-Yeong Lee
{"title":"A study on the traceable attribute-based signature scheme provided with anonymous credentials","authors":"Yong Woon Hwang, Taehoon Kim, Daehee Seo, Im-Yeong Lee","doi":"10.1080/09540091.2023.2287979","DOIUrl":"https://doi.org/10.1080/09540091.2023.2287979","url":null,"abstract":"In order to provide the reliability of transmitted data in the era of big data, it is necessary to communicate by applying signature technology to data. There are various signature schemes, among w...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"37 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139411066","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
AWDS-net: automatic whole-field segmentation network for characterising diverse breast masses AWDS-网络：用于描述不同乳腺肿块特征的全场自动分割网络
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-01-08 DOI: 10.1080/09540091.2023.2289836
Jiajia Jiao, Yingzhao Chen, Zhiyu Li, Tien-Hsiung Weng
{"title":"AWDS-net: automatic whole-field segmentation network for characterising diverse breast masses","authors":"Jiajia Jiao, Yingzhao Chen, Zhiyu Li, Tien-Hsiung Weng","doi":"10.1080/09540091.2023.2289836","DOIUrl":"https://doi.org/10.1080/09540091.2023.2289836","url":null,"abstract":"Diverse breast masses in size, shape and place make accurate image segmentation more challenging in a unified deep-learning network. Therefore, based on the U-net network, an adaptive automatic who...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"53 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139422339","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
Blockchain-based privacy-preserving multi-tasks federated learning framework 基于区块链的隐私保护多任务联合学习框架
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-01-08 DOI: 10.1080/09540091.2023.2299103
Yunyan Jia, Ling Xiong, Yu Fan, Wei Liang, N. Xiong, Fengjun Xiao
{"title":"Blockchain-based privacy-preserving multi-tasks federated learning framework","authors":"Yunyan Jia, Ling Xiong, Yu Fan, Wei Liang, N. Xiong, Fengjun Xiao","doi":"10.1080/09540091.2023.2299103","DOIUrl":"https://doi.org/10.1080/09540091.2023.2299103","url":null,"abstract":"","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"49 22","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139446422","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 framework for Chinese personal sensitive information detection 中国个人敏感信息检测新框架
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-01-03 DOI: 10.1080/09540091.2023.2298310
Chenglong Ren, Xiao Lan, Xingshu Chen, Yonggang Luo, Shuhua Ruan
{"title":"A novel framework for Chinese personal sensitive information detection","authors":"Chenglong Ren, Xiao Lan, Xingshu Chen, Yonggang Luo, Shuhua Ruan","doi":"10.1080/09540091.2023.2298310","DOIUrl":"https://doi.org/10.1080/09540091.2023.2298310","url":null,"abstract":"With the rapid development of social networks, the harm caused by the leakage of personal sensitive information is becoming increasingly serious. In order to detect and identify personal sensitive ...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"71 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139103435","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
GCN-based weakly-supervised community detection with updated structure centres selection 基于 GCN 的弱监督群落检测与更新结构中心选择
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-01-03 DOI: 10.1080/09540091.2023.2291995
Liping Deng, Bing Guo, Wen Zheng
{"title":"GCN-based weakly-supervised community detection with updated structure centres selection","authors":"Liping Deng, Bing Guo, Wen Zheng","doi":"10.1080/09540091.2023.2291995","DOIUrl":"https://doi.org/10.1080/09540091.2023.2291995","url":null,"abstract":"Community detection is a classic problem in network learning. Semi-supervised network learning requires a certain amount of known samples, while sample annotation is time-consuming and laborious. I...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"86 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139094175","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
Hierarchical multi-instance multi-label learning for Chinese patent text classification 用于中文专利文本分类的分层多实例多标签学习
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2024-01-03 DOI: 10.1080/09540091.2023.2295818
Yunduo Liu, Fang Xu, Yushan Zhao, Zichen Ma, Tengke Wang, Shunxiang Zhang, Yuhao Tian
{"title":"Hierarchical multi-instance multi-label learning for Chinese patent text classification","authors":"Yunduo Liu, Fang Xu, Yushan Zhao, Zichen Ma, Tengke Wang, Shunxiang Zhang, Yuhao Tian","doi":"10.1080/09540091.2023.2295818","DOIUrl":"https://doi.org/10.1080/09540091.2023.2295818","url":null,"abstract":"To further enhance the accuracy of the Chinese patent classification, this paper proposes a model, based on the patent structure and takes the patent claim as subjects, with multi-instance multi-la...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"24 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139094173","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
Weighted meta-graph based mobile application recommendation through matrix factorisation and neural networks 通过矩阵因式分解和神经网络实现基于加权元图的移动应用推荐
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2023-12-30 DOI: 10.1080/09540091.2023.2289834
Fenfang Xie, Angyu Zheng, Liang Chen, Zibin Zheng, Mingdong Tang
{"title":"Weighted meta-graph based mobile application recommendation through matrix factorisation and neural networks","authors":"Fenfang Xie, Angyu Zheng, Liang Chen, Zibin Zheng, Mingdong Tang","doi":"10.1080/09540091.2023.2289834","DOIUrl":"https://doi.org/10.1080/09540091.2023.2289834","url":null,"abstract":"Numerous mobile applications (apps) with different functions meet the various needs of users, but users have to spend a lot of time selecting suitable mobile apps. How to select relevant mobile app...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"46 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139079015","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
PS-GCN: psycholinguistic graph and sentiment semantic fused graph convolutional networks for personality detection PS-GCN：用于个性检测的心理语言图谱和情感语义融合图卷积网络
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2023-12-30 DOI: 10.1080/09540091.2023.2295820
Wenjuan Liu, Zhengyan Sun, Subo Wei, Shunxiang Zhang, Guangli Zhu, Lei Chen
{"title":"PS-GCN: psycholinguistic graph and sentiment semantic fused graph convolutional networks for personality detection","authors":"Wenjuan Liu, Zhengyan Sun, Subo Wei, Shunxiang Zhang, Guangli Zhu, Lei Chen","doi":"10.1080/09540091.2023.2295820","DOIUrl":"https://doi.org/10.1080/09540091.2023.2295820","url":null,"abstract":"Personality detection identifies personality traits in text. Current approaches often rely on deep learning networks for text representation but they overlook the significance of psychological lang...","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"26 1","pages":""},"PeriodicalIF":5.3,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139067326","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
AI-based data analysis for healthcare 基于人工智能的医疗数据分析
IF 5.3 4区 计算机科学
Connection Science Pub Date : 2023-12-27 DOI: 10.1080/09540091.2023.2295680
{"title":"AI-based data analysis for healthcare","authors":"","doi":"10.1080/09540091.2023.2295680","DOIUrl":"https://doi.org/10.1080/09540091.2023.2295680","url":null,"abstract":"","PeriodicalId":50629,"journal":{"name":"Connection Science","volume":"53 2","pages":""},"PeriodicalIF":5.3,"publicationDate":"2023-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139154070","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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