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Overview
The SDM team brings together researchers specializing in artificial intelligence, data mining, and large-scale data processing. Our goal is to develop innovative solutions across various domains such as healthcare, social networks, and intelligent systems.
Our mission is to combine diverse expertise to conduct complex scientific projects — for example, a project on mental health integrating LLMs, generative AI, algorithmic methods, and web services.
Research Areas
Data Mining & Machine Learning
- Community detection in social networks
- Identification of influential entities
- Web services based on social networks
- Social recommendation systems
- LLMs for mental health and gene analysis
- Generative AI
Big Data Processing
- Distributed Big Data architectures
- Large-scale data analysis algorithms
- Performance optimization
- Visualization of complex data
Artificial Intelligence & Language Models
- Exploration of LLMs (GPT, BERT, etc.)
- Generative applications
- Domain-specific adaptation
- Personalized healthcare and medicine