Data & Process Mining Group

Back to list BaDAP profile
Description
DPMG is an interdepartmental research group from the Faculty of Mechanical Engineering and Robotics & Faculty of Civil Engineering and Resource Management. Our group focuses on extracting knowledge from data with the use of novel algorithms and knowledge-based optimisation of business processes in various industrial branches. Our primary expertise includes: - Multidimensional data analysis: statistical analysis and data mining - Data fusion and decision fusion to monitor and manage business processes - Process improvement: Modelling and optimisation of business processes based on process mining - Expert systems: Development and implementation of prototype solutions for industry - Problem solving: Reactionary projects in all areas of production
Projects:
SmartHub - smart courier field data IoT radio network & big data analytics (PA18327)
Process-aware Analytics Support based on Conceptual Models for Event Logs (UMO-2018/27/Z/ST6/03392)
FP1 - MOTIONAL - Mobility management multimodal environment and digital enablers (5339/HE/2023/2)
FP3 - IAM4RAIL - holistic and Integrated Asset Management for Europe's RAIL System (5340/HE/2023/2)
System for autonomous data processing and interpretation in Structural Health Monitoring (LIDER/3/0005/L-9/17/NCBR/2018)

Contact

DPMG
30-059 Kraków, al. Adama Mickiewicza 30, pawilon A-1, pokój 316a
12 617 20 98

Leading unit

Faculty of Mechanical Engineering and Robotics - Department of Robotics and Mechatronics

Team leader

Brzychczy Edyta

Team members

  • Podobińska-Staniec Marta
  • Napieraj Aneta
  • Męcfel Emilia
  • Kowal Barbara
  • Sukiennik Marta
  • Bołoz Łukasz
  • Kęsek Marek
  • Dworakowski Ziemowit
  • Machynia Adam

IDUB research areas

  • Sustainable energy technologies, renewable sources of energy, energy storage, and resource management. Design, production, application, synergy, and process integration
  • Technical solutions: from fundamental research, through modelling and design, to prototypes. The application of mathematical, information technology, and electronics tools to macro-, micro-, and nanoscale problems
  • Intelligent information, telecommunication, computer, and control and operation technologies

Keywords

data miningprocess miningartificial intelligenceprocess improvementbusiness process managementrobotic process automationdecision fusionmonitoring of industrial processesindustrial process modellinganalysis of low-level industrial data