Información de la conferencia
DSS 2023: IEEE International Conference on Data Science and Systems
http://www.swinflow.org/confs/2023/dss/Día de Entrega: |
2023-08-25 |
Fecha de Notificación: |
2023-10-15 |
Fecha de Conferencia: |
2023-12-17 |
Ubicación: |
Melbourne, Australia |
Años: |
9 |
Vistas: 20564 Seguidores: 23 Asistentes: 5
Solicitud de Artículos
Introduction As an interdisciplinary area, Data Science draws scientific inquiry from a broad range of subject areas such as statistics, mathematics, computer science, machine learning, optimization, signal processing, information retrieval, databases, cloud computing, computer vision, natural language processing, etc. Data Science is on the essence of deriving valuable insights from data. It is emerging to meet the challenges of processing very large datasets, i.e. Big Data, with the explosion of new data continuously generated from various channels, such as smart devices, web, mobile and social media. Data Systems are posing many challenges in exploiting parallelism of current and upcoming computer architectures. Data volumes of applications in the fields of sciences and engineering, finance, media, online information resources, etc. are expected to double every two years over the next decade and further. The importance of data intensive systems has been raising and will continue to be the foremost fields of research. This raise brings up many research issues, in forms of capturing and accessing data effectively and fast, processing it while still achieving high performance and high throughput, and storing it efficiently for future use. DSS (Data Science and Systems) was created to 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. Scope and Topics Topics of particular interest include, but are not limited to: I. Data Science - Foundational Theories of Data Science - Data Classification and Taxonomy - Data Metrics and Metrology - Data Analytics - Complex Network Analysis and Mining - Security, Privacy and Trust in Data II. 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 visualization - Data Visualization III. 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 IV. 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
Última Actualización Por Dou Sun en 2023-07-16
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Revistas Relacionadas
CCF | Nombre Completo | Factor de Impacto | Editor | ISSN |
---|---|---|---|---|
b | IEEE Transactions on Human-Machine Systems | 2.563 | IEEE | 2168-2291 |
Crisis Communications | Springer | 2194-9794 | ||
Journal of Combinatorial Theory, Series B | 1.317 | Elsevier | 0095-8956 | |
The Photogrammetric Record | 1.591 | Wiley-Blackwell | 0031-868X | |
International Journal of Database Management Systems | AIRCC | 0975-5985 | ||
c | CCF Transactions on High Performance Computing | Springer | 2524-4922 | |
International Journal of General Systems | 2.259 | Taylor & Francis | 0308-1079 | |
IEEE Transactions on Cognitive and Developmental Systems | 2.755 | IEEE | 2379-8920 | |
c | International Journal of Intelligent Systems | John Wiley & Sons, Ltd | 1098-111X | |
b | Information Systems | 2.309 | Elsevier | 0306-4379 |
Nombre Completo | Factor de Impacto | Editor |
---|---|---|
IEEE Transactions on Human-Machine Systems | 2.563 | IEEE |
Crisis Communications | Springer | |
Journal of Combinatorial Theory, Series B | 1.317 | Elsevier |
The Photogrammetric Record | 1.591 | Wiley-Blackwell |
International Journal of Database Management Systems | AIRCC | |
CCF Transactions on High Performance Computing | Springer | |
International Journal of General Systems | 2.259 | Taylor & Francis |
IEEE Transactions on Cognitive and Developmental Systems | 2.755 | IEEE |
International Journal of Intelligent Systems | John Wiley & Sons, Ltd | |
Information Systems | 2.309 | Elsevier |
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