Research
Research fields of the doctoral school and their associated research areas.
Topic areas and topic groups
Applied Computer Science
Head of topic area: Prof. Dr. Jenő Szigeti professor emeritus, DSc
Theory and Application of Algorithms
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Concept lattices and lattice-valued functions
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Algorithmic generation of box lattices
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Tolerance-induced tree structures of lattices
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Rough sets
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Residual maps and Lie properties in associative algebras
Data and Knowledge Systems
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Machine learning, data analysis
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Semantic data modelling based on concept lattices, machine learning methods based on pattern matching
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Optimization of MLP and RNN lattices
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Text analysis
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Analysis of non-standard neural network architectures
Intelligent Soft Computing
- Fuzzy rule interpolation (FRI) methods, reinforcement learning
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Etologic modelling of human-machine interaction, etorobotics
Computer Graphics and Geometry
- Curve and surface modelling procedures
- Description of curves and surfaces, examination of their properties, shape modification
Computer Supported Production Systems
Head of topic area: Dr. Gyula Kulcsár, associate professor, PhD
Computer Integrated Production Systems
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Production workflow optimization
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Scheduling optimization
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Intelligent production control
Automatization and Control Systems
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Computer-aided design, modeling and simulation methods of control systems
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Image processing-based analysis
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Intelligent measurement procedures
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Real-time operation of industrial communication systems and issues of transmission security
Logistic Systems
Head of topic area: Prof. Dr. Béla Illés professor emeritus, PhD
Design and Planning of Logistic Systems
Operation Control of Logistic Systems
The two topic groups involve the following research fields:
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Material and information flow systems, logistics
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Automatic identification tasks and the implementation of intelligent logistics systems
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Application of IoT (Internet of Things) solutions in logistics
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Optimization of logistics systems
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Application of simulation methods in the design of Industry 4.0 and Logistics 4.0 systems