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计算机科学与技术学院段玉聪(Yucong Duan)教授DIKW团队“面向数据、信息、知识与智慧融合的可解释、可信与可靠人工智能专题”SCI期刊征稿

时间: 2021年11月30日 11:17 来源: 计算机科学与技术学院 点击:[]

伴随着人工智能(AI)技术被越来越广泛、越来越深入的应用于各行各业,越来越多的AI处理挑战被提上日程。特别是在跨学科的生物资源相关的数据采集、信息抽取、知识汇集与智慧价值融合方面,从技术到法律乃至伦理道德等方方面面均伴随着前所未有的机遇,也面临着当前人工智能技术必须应对的挑战。其中尤为有代表性的有人工智能的数据处理的可解释性问题、人工智能获取的信息的可信性问题以及如果建立基于人类公共价值与福利的可靠人工智能。

由计算机科学与技术学院段玉聪(Yucong Duan)教授DIKW团队组织的基于DIKW(数据、信息、知识、智慧)融合背景的面向数据、信息、知识与智慧融合的可解释、可信与可靠人工智能专题”SCI权威期刊专辑,面向国内外研究人员公开征稿。

征稿专辑主题

Explainable, Trustworthy and Responsive Intelligent Processing of Biological Resources Integrating Data, Information, Knowledge, and Wisdom

征稿话题(Main Topic)

We welcome Original Research and Review articles covering topics of interest include but are not limited to:

- Latest machine learning algorithms with applications on graphical biomedicine and bioinformatics
- Graphical content analysis techniques for biomedicine and bioinformatics
- Explainable machine learning in biomedicine and bioinformatics
-Trustworthy machine learning in biomedicine and bioinformatics
-Responsive AI strategies in biomedicine and bioinformatics
- Knowledge creation and management in biomedicine and bioinformatics
- Ontology modeling for biological information retrieve
- Multi-modal biological data collections and annotation
- Knowledge-based signal/image/video/text feature extraction
- Knowledge creation and reasoning for biological processing
- DIKW architecture-based biological resource processing and service provision
- Ontological approach and formal modeling, and verification methods of graphical biological resources
- Multi-objective graphical optimization with an application on biomedicine
- Legislation on collection, processing and usage of biological privacy information

- Ethical issues in processing and usage of biological resources

关键词 ( Keywords )

Strong Intelligence, Explain-ability, Responsive AI, Trustworthy AI, Biological Resources, DIKW, Knowledge Graph

截稿日期 ( Submission Deadlines )

摘要(Abstract):09 January 2022

全文(Manuscript):10 March 2022

本专辑部分收稿刊物 ( Journal List )

1. Frontiers in Genetics (SCI Impact Factor:4.599)

2. Frontiers in Plant Science (SCI Impact Factor:5.753)

3. Frontiers in Bioengineering and Biotechnology (SCI Impact Factor:4.530)

重要说明 ( Important Note )

All contributions to this Research Topic must be within the scope of the section and journal to which they are submitted, as defined in their mission statements. Frontiers reserves the right to guide an out-of-scope manuscript to a more suitable section or journal at any stage of peer review.

专题网站(Link):https://www.frontiersin.org/research-topics/29022/explainable-trustworthy-and-responsive-intelligent-processing-of-biological-resources-integrating-da?utm_source=LOP&utm_medium=Profile&utm_campaign=editorialRolesBrick_FrontiersRTSubmissions_OpenSubmit

专辑主编(Guest Associate Editor)

段玉聪,海南大学计算机科学与技术学院教授,博士生导师,南海名家、海南省领军人才,大数据学科负责人,海南大学学报编委,美国中密西根大学研究员意大利Modena大学博士指导委员会委员2006年毕业于中国科学院软件研究所,先后在清华大学、韩国浦项工科大学、首都医科大学、法国国家科学院、捷克布拉格查理大学、意大利米兰比克卡大学、美国密苏里州立大学等进行访学,2012年作为D类人才引进海南大学,累计发表论文170余篇,SCI刊源近50次,EI刊源160余次。论文Google学术统计引用超过2000次,投递中国国家发明专利200余项, PCT发明专利15项,授权55项,目前担任多个SCI期刊的编辑和多个领域顶级会议的程序委员会委员,以及20余个SCI期刊的审稿人。

联系人:段玉聪 email: duanyucong@hotmail.com

课题组网站:http://www.yucongduan.org

详情请查看:http://www.yucongduan.org/Call_for_Paper.html

 

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