The 4th Colloquium on Analytics, Data Science and Computing.
Форма участия: Очная
Срок подачи заявок: 02.10.2022
Индексирование сборника: Google Scholar
Цена участия: Registration fee: $20 for students presenting their research work, and $50 for educators and professionals presenting. Free registration for attendees!
Topics of interest include, but are not limited to:
Data Infrastructure and Computing: cloud and high-performance computing, big data systems and programming models, software techniques and architecture for grid, parallel, graph, and in-memory computing, containerization, data stream processing.
Data Management: data modeling, relational and NoSQL databases, distributed databases, best practices in data collection, ingestion, extraction, integration, and cleaning, data governance frameworks, data strategy.
Data Analytics: concepts and techniques of data visualization, statistical theories and applications, predictive models and applications, geo-spatial analytics.
Artificial Intelligence and Machine Learning: supervised, unsupervised, semi-supervised, and reinforcement learning models, transfer learning, text and social media analytics, natural language processing, deep learning algorithms and architectures, image and speech recognition, ML model deployment, ML as a Service.
Data Ethics and Security: privacy and ethical issues and solutions, best practices in data security, data encryption algorithms and techniques, social impact and implications for big data analytics.
Big Data Applications: novel applications of big data in sciences, engineering, humanities, social sciences, healthcare, retail, finance, education, manufacturing, transportation, and other domains.
Emerging Technologies: blockchain, Internet of Things (IoT), quantum computing, autonomous vehicles, etc.
Business Management and Strategy-making: Applications of advanced business analytics in management and governance.
The accepted papers will be available through this website and will be indexed in Google Scholar.
The conference will be held in Twin Cities, Minnesota, US (Minnesota State University Mankato, Edina (7700 France Ave S # 500, Edina, MN 55435)
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