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6G通信-感知-计算融合网络的思考 6G通信-感知-计算融合网络的思考
Scientia Sinica Informationis Pub Date : 2023-05-01 DOI: 10.1360/ssi-2023-0135
Hao Yin, Yuhong Huang, Lincong Han, J. Jin
{"title":"6G通信-感知-计算融合网络的思考","authors":"Hao Yin, Yuhong Huang, Lincong Han, J. Jin","doi":"10.1360/ssi-2023-0135","DOIUrl":"https://doi.org/10.1360/ssi-2023-0135","url":null,"abstract":"","PeriodicalId":52316,"journal":{"name":"Scientia Sinica Informationis","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48127943","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep transfer learning methods for typical supervised tasks in industrial monitoring: state-of-the-art, challenges, and perspectives 工业监测中典型监督任务的深度迁移学习方法:现状、挑战和前景
Scientia Sinica Informationis Pub Date : 2023-05-01 DOI: 10.1360/ssi-2022-0328
铮 柴, 嘉业 汪, 春晖 赵, 进良 丁, 优贤 孙
{"title":"Deep transfer learning methods for typical supervised tasks in industrial monitoring: state-of-the-art, challenges, and perspectives","authors":"铮 柴, 嘉业 汪, 春晖 赵, 进良 丁, 优贤 孙","doi":"10.1360/ssi-2022-0328","DOIUrl":"https://doi.org/10.1360/ssi-2022-0328","url":null,"abstract":"Deep transfer learning-based industrial monitoring methods have received considerable research attention in recent years, especially in typical industrial monitoring tasks, including fault diagnosis and soft sensor developments. Such methods mine and transfer knowledge from similar source domains to model the data in the target domain. They provide a new perspective for cross-domain industrial monitoring problems caused by varying conditions in actual scenarios. This survey systematically sorts the deep transfer learning methods for typical supervised tasks in industrial monitoring and classifies them into model-based, instance-based, and feature-based approaches. Subsequently, it introduces the basic ideas and state-of-the-art approaches in fault diagnosis and soft sensor development of different categories. Finally, from the perspectives of complexly limited data, evaluation of transferability and negative transfer problems, and the dynamic characteristics of industrial processes, the survey highlights the current challenges in cross-domain industrial monitoring and points to future research areas in this field.","PeriodicalId":52316,"journal":{"name":"Scientia Sinica Informationis","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41548417","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
基于深度强化学习的算力网络主动防御方法 基于深度强化学习的算力网络主动防御方法
Scientia Sinica Informationis Pub Date : 2023-05-01 DOI: 10.1360/ssi-2023-0004
Dao Zhang, Zhan Xu, Yibo Lian, Jiawen Kang, Xiaohui Kuang
{"title":"基于深度强化学习的算力网络主动防御方法","authors":"Dao Zhang, Zhan Xu, Yibo Lian, Jiawen Kang, Xiaohui Kuang","doi":"10.1360/ssi-2023-0004","DOIUrl":"https://doi.org/10.1360/ssi-2023-0004","url":null,"abstract":"","PeriodicalId":52316,"journal":{"name":"Scientia Sinica Informationis","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45762938","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
无人机续航能力 无人机续航能力
Scientia Sinica Informationis Pub Date : 2023-05-01 DOI: 10.1360/ssi-2023-0130
Xuelong Li
{"title":"无人机续航能力","authors":"Xuelong Li","doi":"10.1360/ssi-2023-0130","DOIUrl":"https://doi.org/10.1360/ssi-2023-0130","url":null,"abstract":"","PeriodicalId":52316,"journal":{"name":"Scientia Sinica Informationis","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41783533","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
智能的困扰和释放 The puzzle and release of intelligence
Scientia Sinica Informationis Pub Date : 2023-05-01 DOI: 10.1360/ssi-2023-0043
De-Yi Li, H. Wen
{"title":"智能的困扰和释放","authors":"De-Yi Li, H. Wen","doi":"10.1360/ssi-2023-0043","DOIUrl":"https://doi.org/10.1360/ssi-2023-0043","url":null,"abstract":"","PeriodicalId":52316,"journal":{"name":"Scientia Sinica Informationis","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48397403","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
群智范式：软件开发范式的新变革 Group Intelligence Paradigm: A New Transformation in Software Development Paradigm
Scientia Sinica Informationis Pub Date : 2023-05-01 DOI: 10.1360/ssi-2023-0064
Huaimin Wang, Yue Yu, Tao Wang, Bo Ding
{"title":"群智范式：软件开发范式的新变革","authors":"Huaimin Wang, Yue Yu, Tao Wang, Bo Ding","doi":"10.1360/ssi-2023-0064","DOIUrl":"https://doi.org/10.1360/ssi-2023-0064","url":null,"abstract":"","PeriodicalId":52316,"journal":{"name":"Scientia Sinica Informationis","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45100404","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
基于水平可视图多元联合模体熵的多维EEG情感脑电信号识别 Multidimensional EEG Emotional EEG Signal Recognition Based on Horizontally Viewable Multivariate Joint Modal Entropy
Scientia Sinica Informationis Pub Date : 2023-05-01 DOI: 10.1360/ssi-2022-0454
Xiaodong Yang, Zhiyi Ma, Yanlin Ren, Meihui Chen, Aijun He, Jui-Pin Wang
{"title":"基于水平可视图多元联合模体熵的多维EEG情感脑电信号识别","authors":"Xiaodong Yang, Zhiyi Ma, Yanlin Ren, Meihui Chen, Aijun He, Jui-Pin Wang","doi":"10.1360/ssi-2022-0454","DOIUrl":"https://doi.org/10.1360/ssi-2022-0454","url":null,"abstract":"","PeriodicalId":52316,"journal":{"name":"Scientia Sinica Informationis","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45847988","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
学科交叉多物理场耦合并行计算构件模型 学科交叉多物理场耦合并行计算构件模型
Scientia Sinica Informationis Pub Date : 2023-05-01 DOI: 10.1360/ssi-2023-0108
Zeyao Mo, Zhang Yang
{"title":"学科交叉多物理场耦合并行计算构件模型","authors":"Zeyao Mo, Zhang Yang","doi":"10.1360/ssi-2023-0108","DOIUrl":"https://doi.org/10.1360/ssi-2023-0108","url":null,"abstract":"","PeriodicalId":52316,"journal":{"name":"Scientia Sinica Informationis","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42462213","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
从集成电路到集成系统 从集成电路到集成系统
Scientia Sinica Informationis Pub Date : 2023-05-01 DOI: 10.1360/ssi-2022-0414
Linsheng Wu, Junfa Mao
{"title":"从集成电路到集成系统","authors":"Linsheng Wu, Junfa Mao","doi":"10.1360/ssi-2022-0414","DOIUrl":"https://doi.org/10.1360/ssi-2022-0414","url":null,"abstract":"","PeriodicalId":52316,"journal":{"name":"Scientia Sinica Informationis","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43795819","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
大模型时代的自然语言处理:挑战、机遇与发展 Natural Language Processing in the Age of Big Models: Challenges, Opportunities, and Developments
Scientia Sinica Informationis Pub Date : 2023-05-01 DOI: 10.1360/ssi-2023-0113
Wanxiang Che, Zhicheng Dou, Yansong Feng, Tao Gui, Xianpei Han, Baotian Hu, Minlie Huang, Xuanjing Huang, Kang Liu, Ting Liu, Zhiyuan Liu, Bing Qin, Xipeng Qiu, Xiaojun Wan, Yuxuan Wang, Ji-Rong Wen, Rui-Xiang Yan, Jiajun Zhang, Min Zhang, Qi Zhang, Jun Zhao, Xin Zhao, Yanyan Zhao
{"title":"大模型时代的自然语言处理:挑战、机遇与发展","authors":"Wanxiang Che, Zhicheng Dou, Yansong Feng, Tao Gui, Xianpei Han, Baotian Hu, Minlie Huang, Xuanjing Huang, Kang Liu, Ting Liu, Zhiyuan Liu, Bing Qin, Xipeng Qiu, Xiaojun Wan, Yuxuan Wang, Ji-Rong Wen, Rui-Xiang Yan, Jiajun Zhang, Min Zhang, Qi Zhang, Jun Zhao, Xin Zhao, Yanyan Zhao","doi":"10.1360/ssi-2023-0113","DOIUrl":"https://doi.org/10.1360/ssi-2023-0113","url":null,"abstract":"","PeriodicalId":52316,"journal":{"name":"Scientia Sinica Informationis","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42621429","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","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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