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KDBD 2019: International Workshop on Knowledge Discovery for Big Data

发布日期:2019年03月18日    浏览次数:1973

Workshop to be held in conjunction with the 5th IEEE International Conference on Big Data Intelligence and Computing 

Kaohsiung, Taiwan, November 18-21, 2019

Scope

In the big data era, with the enrichment of data collection and description measures, a wide array of data in various formats are collected much easier than before. It is significant to discover the knowledge hidden in the mass by comprehensive understanding and learning to realize the data intelligence, which can help human in various dimensions, such as intelligent decisions and predictive services. However, the volume, heterogeneous, low-quality and multimodal characteristics of the collected data pose great challenges to the design of knowledge discovery methods. Therefore, this workshop aims to provide a forum to present the state-of-the-art advancements on knowledge discovery for big data, which include related surveys, algorithms, platforms, systems and applications.

Proposed submissions should be original, unpublished, and novel for in-depth research. Topics include but not limited to: 

·       Acquisition, transmission, storage, index and visualization for big data

·       Innovative methods for big data analytics

·       Multimodal data fusion

·       Domain adaption and transfer learning

·       Deep learning and reinforcement learning

·       Knowledge graphs

·       Natural language processing

·       Parallel, accelerated, and distributed algorithms and frameworks for big data

·       Security, privacy and trust in big data

·       Big data in Internet of Things

·       Methods for academic, traffic, medical, financial,  and judicial big data

·       Other methods, models, architectures and applications related to big data

Paper Submission Guideline

Papers should be prepared in IEEE CS format and submitted via the KDBD 2019 web site. Papers should be within 6 pages.

IEEE formatting information: http://www.ieee.org/conferences_events/conferences/publishing/templates.html.

Research Article(early track)

Paper submission : May 30, 2019

Author Notification: June 20, 2019

Early track is mainly for authors who need more time to get invitation letter for processing VISA

Research Article(regular track)

Paper submission: August 5, 2019

Author Notificiation: August 31, 2019



Workshop Committee Members

Organizing Chair:

Liang Zhao, Dalian University of Technology, China

Co-Chairs:

Qingchen Zhang, St. Francis Xavier University, Canada

Fangming Zhong, Dalian University of Technology, China

Haozhe Wang, University of Exeter, UK

Program Committee Chairs:

Liang Zou, China University of Mining and Technology, China

Yujia Zhu, University of Exeter, UK

Aiping Liu, University of Science and Technology of China, China

International Committee Chairs:

Shi Chen, Emporia State University, USA

Yi Yang, Beihang University, China

Meng Lei, China University of Mining and Technology, China


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