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GMUM Group of Machine Learning Research, Faculty of Mathematics and Computer Science Jagiellonian University
keywords: machine learning, big data, networks analysis, forecasting, models
offer number: 103
research topics:
- Artificial intelligence
- Machine learning
- Data mining and knowledge discovery
- Pattern recognition and feature extraction
- Neural networks
- Data clustering
- Big data
- Mathematical prediction models
- Signal, image and multimedia processing
- Biometrics
- Deep learning
- Information theory based classification models
- Time series analysis, forecasting and interpretation
- Compression models and optimal encoding
- Social networks analysis
- Statistical data analysis
comercial research:
- Design and development of effective prediction models
- Design, development of biometric based security systems
- Optimal product organizing, e.g. in e-commerce, based on basket analysis
- Rational drug design models’ development and implementation
- Knowledge discovery for business information systems
- International financial markets’ trends
- Design and development of brain computer interface
- Design and development of intelligent compression methods for large scale data systems
- Design and development of natural language processing system
variants of cooperation: contract research, project, consortium
type of services: analysis, devices for rent
information / broker of Jagiellonian University
name and surname:
phone number: + 48 12 664 42 00
email: cittru@uj.edu.pl
