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INTRODUCTION
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As an interdisciplinary area, Data Science draws scientific inquiry from a broad range of subject areas such as statistics, mathematics, computer science, machine learning, data mining, optimization, information retrieval, databases, cloud computing, social science, network science, computer vision, natural language processing, etc. Data Science is on the essence of deriving valuable insights from data. With the continuing data explosion in many fields, such as sciences and engineering, finance, media, online information resources, it is necessary to develop data intensive systems to process such large volumes of data. This brings up many research issues, in forms of capturing and accessing data effectively and efficiently, processing it while still achieving high performance and high throughput, and storing it efficiently for future use.
The 7th IEEE International Conference on Data Science and Systems (IEEE DSS-2021) is the next event in a series of successful events, i.e., DSDIS-2015, DSS-2016, DSS-2017, DSS-2018, DSS-2019 and DSS-2020. DSS-2021 is sponsored by IEEE, IEEE Computer Society, and IEEE Technical Committee on Scalable Computing (TCSC). DSS-2021 will provide a prime international forum for researchers, industry practitioners and domain experts to exchange the latest advances in Data Science and Data Systems as well as their synergy. DSS-2021 will be hosted in Haikou, the capital city of Hainan Province. Haikou is a beautiful city with comfortable climate and first-class ecological environment. Due to the global COVID-19 pandemic, IEEE DSS-2021 will be held in the form of hybrid event (online & in-person).
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IMPORTANT DATES
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Workshop Proposal Due: August 1, 2021
Paper Submission Deadline: September 1, 2021
Authors Notification: October 1, 2021
Camera-Ready Paper Due: November 1, 2021
Conference Date: December 17 - 19, 2021
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PROCEEDINGS & SPECIAL ISSUES
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All accepted papers will be published in an IEEE Computer Society proceeding (EI indexed). Extended versions of selected excellent papers will be considered for publication in the following special issues of the journals:
1. IEEE Transactions on Intelligent Transportation Systems
SI: Graph-based Machine Learning for Intelligent Transportation Systems
2. IEEE Transactions on Intelligent Transportation Systems
SI: Data Science for Cooperative Intelligent Transportation Systems
3. IEEE/ACM Transactions on Computational Biology and Bioinformatics
SI: Deep Learning-Empowered Big Data Analytics in Biomedical Applications and Digital Healthcare
4. IEEE Transactions on Network Science and Engineering
SI: The Nexus Between Edge Computing and AI for 6G Networks
5. MDPI Sensors
SI: Recent Advances in Algorithm and Distributed Computing for the Internet of Thing
6. IET Communications
SI: Intelligent Metasurfaces for Smart Connectivity
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Topics of interest include, but are not limited to
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Track 1: Data Science
Foundational Theories of Data Science
Data Classification and Taxonomy
Data Metrics and Metrology
Data Analytics
Social Network Analysis and Mining
Security, Privacy and Trust in Data
Track 2: Data Processing Technology
Data Representation and Processing
Machine Learning and Deep Learning
Graph Neural Networks
Semi-supervised and Unsupervised Learning
Statistical, Mathematical and Probabilistic Modeling and Theories
Information Retrieval
Data Visualization
Track 3: Data Systems
Storage and File Systems
High Performance Access Toolkits
Compiler and Runtime Support
Real-time Data Intensive Systems
Multi/many-core Platforms
Big Data and Cloud Computing
Track 4: Data Applications
Business and Finance Applications
Industrial Data Applications
Bioinformatics Applications
Healthcare and Medical Services
Applications in Soil and Water
HPC Systems for Data Applications
Future Data Applications
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SUBMISSION GUIDELINES
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The materials presented in the papers should not be published or under submission elsewhere. Each paper is limited to 8 pages (or 10 pages with over length charge) including figures and references using IEEE Computer Society Proceedings Manuscripts style (two columns, single spaced, 10 fonts). Papers need to be submitted as PDF via the site: https://edas.info/N28861