Pristupačnost
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions
Effect of Private Deliberation: Deception of Large Language Models in Game Play
Revolutionizing Software Development: Autonomous Software Evolution
Impossibility Results in AI: A Survey
Implementation, evaluation and current limits of the causal deconvolution algorithm of data and networks
Application of mixture of experts method in detecting disruptive discoveries and innovations
Optimization of large language models for identification of investment opportunities using LoRA technique
Utilization of advanced retrieval-augmented generation techniques for futures signal recognition
Deploying the CosmoLLM application with support for distributed computing and multi-user communication
Tuning large language models using preference alignment techniques to identify investment opportunities
Comparison of the reinforcement learning and classical techniques for portfolio optimization
Natural language user interface for cosmological Monte Carlo simulations
Assessment of domain portability of network attack detection systems
Analysis and hibridization of a simple transformer model for modular addition using mechanistic interpretability
Implementation and optimization of "Retrieval-Augmented Generation" architectural pattern
Mask–Mediator–Wrapper Architecture as a Data Mesh Driver
Application of conformal prediction for calibrating predictive intervals of financial time series
Creating a micropredictions oracle for repeated forecast tasks
Revolutionizing Software Development: Autonomous Software Evolution
Prompt crafting for generating reports about fictional football matches
High Performance Computing Reinforcement Learning Framework for Power System Control
Service mesh in modern microservice architectures
Chain Of Thought Techniques For Solving Strategic Problems
Reinforcement learning column generation for the cutting stock problem
Content-based recommender system for skincare products
Reinforcement learning column generation for the vehicle routing problem
Challenges in Collective Intelligence: A Survey
Generative deep learning model for generating reports about fictional football matches
Solving vehicle routing problems with reinforcement learning
Challenges in Collective Intelligence: A Survey
Mask–Mediator–Wrapper: A Revised Mediator–Wrapper Architecture for Heterogeneous Data Source Integration
Collaborative filtering recommender system for movies
Community detection agotihms in graph database model for a recommender system
Chain of thought techniques for improving coherence of reports on fictional football matches
First Steps towards Efficient Genome Assembly on ARM-Based HPC
European Processor Initiative Demonstration of Integrated Semi-Autonomous Driving System
Analytics system for patent proposals with provenance
Methods of multiagent reinforcement learning in beer distribution game
European Processor Initiative:Europe's Approach to Exascale Computing
Explainable Artificial Intelligence: An Updated Perspective
Quantum machine learning algorithms for clustering classical data
Pipeline for quantum machine learning
Content-based categorization model for patents based on deep learning
System for textual data labeling guided by active learning
Mobile application for the game bela
Deep learning model trained by weak supervision for emotion classification from textual content
Deep learning model for emotion classification from text
Towards intelligent compiler optimization
Exact solving scheduling problems accelerated by graph neural networks
Computer-Aided Detection of Exact Reflection and Axisymmetry in B-rep CAD Models
Deep learning content-based citation recommender model for patents
Computer-Aided Detection of Exact Reflection and Axisymmetry in B-rep CAD Models
Prismal View of Ethics
Delivery pattern planning in retailing with transport and warehouse workload balancing
Deep Reinforcement Learning-Based Approach for Autonomous Power Flow Control Using Only Topology Changes
Self-supervised learning method for recommender systems based on community detection in graphs
Self-supervised learning method for recommender systems based on random walks in graphs
Statistical hierarchical clustering algorithm for outlier detection in evolving data streams
Content-based recommender models for authored textual materials based on deep learning
Exact solving machine scheduling problems assisted by graph neural networks
Controlling the supply chain network with a multiagent reinforcement learning-based system
Content-based recommender models for authored textual materials based on decision trees and forests
Towards Automated Drafting in CAD Systems
Delivery pattern planning in retailing with transport and warehouse workload balancing
AI safety: state of the field through quantitative lens
A generic framework for automatic dictation correction
Visualizing race competitors movements using Cesium platform
Controlling the power distribution network with a deep reinforcement learning-based agent
Latent Process Discovery Using Evolving Tokenized Transducer
Planning horizons based proactive rescheduling for stochastic resource-constrained project scheduling problems
Tracking Predictive Gantt Chart for Proactive Rescheduling in Stochastic Resource Constrained Project Scheduling
Explainable Artificial Intelligence: A Survey
Cloud-Distributed Computational Experiments for Combinatorial Optimization
Distributing the computation in combinatorial optimization experiments over the cloud
Computational aspects of efficient estimation of harmonically related sine-waves
Proactive-reactive project scheduling with flexibility and quality requirements
Simulation Library for Resource Constrained Project Scheduling with Uncertain Activity Durations
Proactive Reactive Scheduling in Resource Constrained Projects with Flexibility and Quality Robustness Requirements
Combinatorial Testing in Software Projects
Resource Constrained Project Scheduling under Uncertainty: A Survey
Program library of time scheduling methods
Standards in electronic business, Delivery #7: Final report
Plan to design the standards and accompanying documentation, Delivery #4
Educational materials, Delivery #6
Study of standards in e-Business, Delivery #1
Source code generator based on UML specifications
A Source Code Generator Based on UML Specification
An Application Generator Based on UML Specification
Teaching
University undergraduate
- Final BSc Thesis (Lecturers)
- Project C (Lecturers)
University graduate
- Advanced Algorithms and Data Structures (Lecturer in charge)
- Advanced Algorithms and Data Structures (Lecturer in charge)
- Architecture and Development of Intelligent Systems (Lecturer in charge)
- Operations Research (Lecturer in charge)
- Graduation Thesis (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Seminar 1 (Lecturers)
- Seminar 2 (Lecturers)
- Laboratory of Computer Engineering 1 (Laboratory exercises)
- Laboratory of Software Engineering and Information Systems 1 (Laboratory exercises)
Postgraduate doctoral study programme
- Operational research (Lecturer in charge)
Competences
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Computational and artificial intelligence
Artificial intelligence Decision support systems Machine learning Artificial neural networks -
Control systems
Closed loop systems Open loop systems Optimal control -
Engineering management
Decision making Project management Supply chain management Operations research Schedules Project engineering Scheduling Adaptive scheduling Dynamic scheduling -
Mathematics
Linear programming Algorithm design and anlaysis Algorithms Adaptive algorithms Algorithm design and analysis Dynamic programming Heuristic algorithms Machine learning algorithms Mathematical programming Cost function Optimal scheduling Mathematical programming -
Social implications of technology
Ethics -
Systems engineering and theory
Adaptive control Multi-agent systems Computer simulation Stochastic systems -
Computers and information processing
Integer linear programming Object oriented programming Computer aided software engineering