活动简介

2021 IEEE International Conference on Data Science and Computer Application (ICDSCA 2021) aims to bring together leading academic scientists, researchers and research scholars to exchange and share their experiences and research results on all aspects of Data Science and Computer Application. It also provides a premier interdisciplinary platform for researchers, practitioners and educators to present and discuss the most recent innovations, trends, and concerns as well as practical challenges encountered and solutions adopted in the fields of Data Science and Computer Application.

征稿信息

重要日期

2021-07-31
摘要截稿日期

征稿范围

Topic (1) Statistics and Data Analysis

Statistical computing
Programming for statistical data analysis
Numerical methods for optimization and linear algebra
Monte carlo methods for statistical inference
Data partitioning and resampling
Numerical methods in statistics
Graphical methods in computational statistics
Exploring data density and structure
Statistical models and data fitting
Computing environment
Biostatistics and biocomputing
Categorical data analysis
Clustering and classification
Computer-aided data analysis
Computational bayesian methods
Computational econometrics
Data visualization
Extreme value theory and applications
Functional data analysis
High-dimensional data analysis
Kernel and monte carlo methods
Machine learning
Mixture models
Multivariate data analysis
Optimization heuristics in statistical modeling
Parametric and semi parametric models
Robust statistics
Signal processing
Spatial statistics
Symbolic data analysis
Time series analysis

Topic (2) Artificial Intelligence

Graph Convolutional Networks
Generative Adversarial Networks
Multi-modal Learning
Federated Learning
Edge Computing
Machine Learning
Natural Language Processing

Topic (3) Internet of Things (IoT)

Security and Safety design methods
Security verification
Security analysis
IoT lifecycle management

Topic (4) Industry and Production 4.0

Business Analytics
Predictive Maintenance
Digital Twin
Automated Quality Assurance

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重要日期
  • 会议日期

    10月29日

    2021

    10月31日

    2021

  • 07月31日 2021

    摘要截稿日期

  • 10月31日 2021

    注册截止日期

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Shenyang Normal University
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