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Informatics Engineering

Potential Supervisors

Department of Graphical Systems
Department of Graphical Systems
Department of Information Systems
Department of Information Technologies
  • Department of Graphical Systems
  • Department of Information Systems
  • Department of Information Technologies
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Dissertation Topics

Image emotion recognition by hierarchical deep neural network feature selection and decision optimization
Prof. Dr Habil. Romualdas Baušys,
Prof. Dr Habil. Romualdas Baušys
Professor
Automated information security policy compliance monitoring and content updating using large language models
Prof. Dr Nikolaj Goranin,
Prof. Dr Nikolaj Goranin
Professor Department of Information Systems
Research on detection of deep packet inspection systems circumventing traffic and deep packet inspection bypassing methods
Prof. Dr. Nikolaj Goranin,
Prof. Dr. Nikolaj Goranin
Chief Research Fellow
Automatic scaling and monitoring of parallel software on clouds
Prof. Dr. Arnas Kačeniauskas,
Prof. Dr. Arnas Kačeniauskas
Chief Research Fellow
A research on the process of evaluating applicants to university institutions based on the multimodal data fusion using artificial intelligence and fuzzy logic
Prof. Dr. Diana Kalibatienė,
Prof. Dr. Diana Kalibatienė
Professor
Research on a fuzzy and machine learning based automation of a dynamic, knowledge-intensive and context dependent business process modelling and simulation
Prof. Dr. Diana Kalibatienė,
Prof. Dr. Diana Kalibatienė
Professor
Microservice defect identification and prediction based on deep learning and continous delivery and integration data
Prof. Dr. Dalius Mažeika,
Prof. Dr. Dalius Mažeika
Dean
Cybersecurity risk management in artificial intelligence area, based on modelling of attack vectors
Prof. Dr. Simona Ramanauskaitė,
Prof. Dr. Simona Ramanauskaitė
Chief Research Fellow
Method for the impact of imputed generated data quality on the trustworthiness of AI models
Assoc Prof. Dr. Asta Slotkienė,
Assoc Prof. Dr. Asta Slotkienė
Associate professor
Explainable artificial intelligence in healthcare
Prof. Dr. Dmitrij Šešok,
Prof. Dr. Dmitrij Šešok
Chief Research Fellow
End-to-end severity-aware triage and reporting decision support for multi-label chest radiography with explainable AI
Assoc Prof. Dr. Justas Trinkūnas,
Assoc Prof. Dr. Justas Trinkūnas
Associate professor
Multimodal learning for flexographic print defect detection: combining deep learning, feature engineering, and synthetic data
Assoc Prof. Dr. Irina Vinogradova-Zinkevič,
Assoc Prof. Dr. Irina Vinogradova-Zinkevič
Professor

General Study Subjects

General university doctoral subjects

Field of Study Subjects

The main modules of doctoral studies
Alternative modules of doctoral studies
Optional study modules of doctoral studies

Committee

Vilnius Gediminas Technical University

  • Dr. Nikolaj Goranin
  • Dr. Arnas Kačeniauskas
  • Dr. Dalius Mažeika

Kaunas University of Technology

  • Dr. Robertas Damaševičius
    Committee Chair
  • Dr. Eduardas Bareiša
  • Dr. Rimantas Butleris
  • Dr. Vytautas Galvanauskas
  • Dr. Rytis Maskeliūnas
  • Prof. Dr Habil. Rimvydas Simutis

Silesian University of Technology

  • Dr. Marcin Wozniak