Current projects

Current Doctoral Dissertation Projects

  • Ján Čegiň » Data analysis and machine learning in testing facilities (form Sept. 2019, supervisor: Mária Bieliková)
  • Peter Gašpar » Personalized Recommendation on the Web enhanced by Visual Features (from Sept. 2016, supervisor: Mária Bieliková, adviser: Michal Kompan)
  • Patrik Hlaváč » Human Behaviour in the Digital Space of the Web (from Sept. 2015, supervisor: Mária Bieliková, adviser: Jakub Šimko)
  • Michal Hucko » Investigation of interaction between human and software by artificial intelligence methods (from Sept. 2019, supervisor: Mária Bieliková)
  • Martin Labaj » Utilizing User Feedback for Personalized Recommendation (from Sept. 2011, supervisor: Mária Bieliková)
  • Miroslav Rác » Recommendation and prediction of human activity on the Web (from Sept. 2018, supervisor: Mária Bieliková)
  • Samuel Pecár » Text analysis (from Sept. 2017, supervisor: Mária Bieliková, adviser: Marián Šimko)
  • Matúš Pikuliak » Cross-Lingual Learning with Distributed Representations (from Sept. 2016, supervisor: Mária Bieliková, adviser: Marián Šimko)
  • Martin Mocko » Classification of user behavior on the Web (from Sept. 2018, supervisor: Mária Bieliková)
  • Branislav Pecher » Classification of user behavior in the digital world (from Sept. 2019, supervisor: Mária Bieliková)
  • Márius Rak » Investigation of interaction between human and software by artificial intelligence methods (from Sept. 2019, supervisor: Mária Bieliková)
  • Elena Štefancová » Classification of user behavior in the digital world (from Sept. 2019, supervisor: Mária Bieliková)
  • Andrej Vitek » Recommendation and prediction of short-term behavior(from Sept. 2019, supervisor: Michal Kompan)

Current Master Thesis Projects – Seniors

  • Michaela Balážová » Identification of fake news on the Web. (supervisor: Michal Kompan)
  • Matúš Barabás » Hate speech detection in online discussions using data analysis and machine learning. (supervisor: Ivan Srba)
  • Patrik Blanárik » Meta-recommending: Adaptive selection of personalized recommendation algorithm. (supervisor: Michal Kompan).
  • Matej Brečka » Prediction of user behavior in e-commerce. (supervisor: Michal Kompan).
  • Milan Cák » Integration of the smart marketing strategies into a modern e-shop. (supervisor: Eduard Kuric).
  • Jakub Domian » Text sentiment analysis using deep learning. (supervisor: Peter Lacko).
  • Samuel Gedera » Inference of user characteristics based on scanpaths. (supervisor: Róbert Móro).
  • Andrej Hucko » Explainable Fake News Detection Method. (supervisor: Róbert Móro).
  • Kamil Janeček » Early detection of fake news with high impact by means of machine learning. (supervisor: Ivan Srba).
  • Matúš Kalafut » Graph-based models for personalized recommendation on the Web. (supervisor: Michal Kompan).
  • Adam Kňaze » Transferability of Hatespeech Classification Models Based on Deep Neural Networks. (supervisor: Matúš Pikuliak).
  • Matej Končál » Personalized recommendation considering changes in user behavior. (supervisor: Peter Gašpar).
  • Ľubomír Koprla » Personalized recommendations for newsletter. (supervisor: Michal Kompan).
  • Jakub Kubanyi » Analysis of gaze patterns based on user interaction in navigation tasks. (supervisor: Patrik Hlaváč).
  • Peter Lipták » Remote usability testing and automatic evaluation of user experience. (supervisor: Eduard Kuric).
  • Lukáš Madzik » The use of reinforced learning to develop agent strategies in a multiagent environment. (supervisor: Peter Lacko).
  • Juraj Majerech » Optimization of energy consumption in HVAC systems using neural networks. (supervisor: Peter Lacko).
  • Michal Maňak » Manipulation Detection on the Web. (supervisor: Marián Šimko)
  • Jozef Melicherčík » Detection of behaviour patterns from scanpath during navigation of user on the Web. (supervisor: Patrik Hlaváč).
  • Lukáš Meňhert » Detection of emotions in text with deep neural networks. (supervisor: Peter Lacko).
  • Marek Otruba » Automatic detection of usability problems. (supervisor: Jakub Šimko).
  • Peter Pápay » Automatic generation of customer reviews. (supervisor: Samuel Pecár).
  • Andrej Pisarčík » Hate Speech Detection on the Web. (supervisor: Marián Šimko).
  • Adam Puškáš » Machine Learning Aided Automatic Usability Evaluation. (supervisor: Eduard Kuric).
  • Katarína Rafčíková » Smart E-commerce personalization. (supervisor: Eduard Kuric).
  • Andrej Ščasný » Concept map-based navigation in educational web-based systems. (supervisor: Marián Šimko).
  • Daniela Sitárová » Automatic fake news detection based on eye-tracking data. (supervisor: Jakub Šimko).
  • Andrej Slaninka » Intelligent marketing in an e-commerce. (supervisor: Eduard Kuric).
  • Adam Talian » Model of learning programming. (supervisor: Jozef Tvarožek).
  • Milan Vaško » A game for teaching software engineering. (supervisor: Jakub Šimko
  • Jakub Veselý » Analysis of influence of task types on learning programming. (supervisor: Jozef Tvarožek).
  • Patrik Vlk » Identifying effective presentation type based on user characteristics. (supervisor: Jozef Tvarožek).
  • Ján Vnenčák » Generalization of user characteristics identifcation methods using eyetracking. (supervisor: Róbert Móro).
  • Andrej Zaťko » Personalized ranking of multiple recommenders. (supervisor: Peter Gašpar.
  • Veronika Žatková » Health related fake news detection using data analysis and machine learning. (supervisor: Ivan Srba).
  • Patrik Židuliak » Parallel processing of multidimensional data. (supervisor: Jakub Ševcech).

Current Final Bachelor Projects

  • Lukáš Anda » Providing AIS information by mobile application. (supervisor: Jakub Šimko)
  • Tomáš Babjak » Linking of medical information sources. (supervisor: Róbert Móro).
  • Vladimír Bielený » Improving the user experience of Android apps. (supervisor: Eduard Kuric).
  • William Brach » Advanced software testing during development. (supervisor: Karol Rástočný).
  • Tadeáš Drahovský » Active learning of machine theory models. (supervisor: Ivan Srba).
  • Vladimír Dzurilla » Error searching analysis in the source code. (supervisor: Jozef Tvarožek).
  • Juraj Ďurej » Unit test management. (supervisor: Karol Rástočný).
  • Viktória Fekete » Personalized recommendation with a start problem. (supervisor: Peter Gašpar).
  • Michal Heban » Analysis of opinions on social networks. (supervisor: Samuel Pecár).
  • Simona Hiadlovská » Measurement and improvement of everyday skills in artificial intelligence. (supervisor: Jozef Tvarožek).
  • Peter Hlavatík » Providing AIS information by mobile application. (supervisor: Jakub Šimko).
  • Tomáš Junas » Using of artificial intelligence to solve optimization problems. (supervisor: Peter Lacko).
  • Maroš Kabáč » Prediction of time series using neural networks. (supervisor: Martin Mocko).
  • Michal Kabáč » Active learning of machine theory models with involvement of experts. (supervisor: Ivan Srba).
  • Oliver Kanát » Personalized recommendations on the Web. (supervisor: Michal Kompan).
  • Daniel Kavuliak » Modeling of user preferences over the time. (supervisor: Miroslav Rác)
  • Aranka Klukaová » Discovering of view patterns during Web navigation tasks. (supervisor: Patrik Hlaváč).
  • Maroš Kollár » Personalized recommendations on the Web. (supervisor: Michal Kompan).
  • Dávid Kovalík » Personalized recommendations using of short-term interests. (supervisor: Peter Gašpar).
  • Timotei Lábsky » Prediction of time series using neural networks. (supervisor: Martin Mocko).
  • Lukáš Lačný » Word game simulator. (supervisor: Marián Šimko).
  • Filip Láštic » Annotation application for a false information marking. (supervisor: Jakub Šmko).
  • Ladislav Lelkeš » Discovering of view patterns during Web navigation tasks. (supervisor: Patrik Hlaváč).
  • Ivana Lenkeyová » Characterization of medical fact dissemination by using of data analysis. (supervisor: Ivan Srba).
  • Laura Löbbová » Characterization of medical fact dissemination by using of data analysis. (supervisor: Ivan Srba).
  • Kamil Macek » Improving the user experience of Android apps. (supervisor: Eduard Kuric).
  • Matej Martinkovič » Analysis of opinions on social networks. (supervisor: Samuel Pecár).
  • Juraj Mečír » Analysis of strategies to refute false information. (supervisor: Róbert Móro).
  • Lukáš Oškera » Similarity of view sequences. (supervisor: Róbert Móro).
  • Andrej Petričko » Simulated agent learning using of deep learning by strengthening. (supervisor: Peter Lacko).
  • Erik Podola » Linking of medical information sources. (supervisor: Róbert Móro).
  • Szabolcs Rajcsányi » Analysis of the behavior of the false information and reports readers. (supervisor: Jakub Šimko).
  • Anton Rusňák » Modeling of user preferences on the web. (supervisor: Miroslav Rác)
  • Sandro Rybárik » Consumption and detection of misinformation by people. (supervisor: Jakub Šimko).
  • Šimon Sádecký » Natural language processing by neural networks. (supervisor: Peter Lacko).
  • Matej Šalko » Natural language processing by neural networks. (supervisor: Peter Lacko).
  • Roman Slonskyi » Using of artificial intelligence to solve optimization problems. (supervisor: Peter Lacko).
  • Adam Štuller » The expressions object identification in the framework of sentiment analysis. (supervisor: Marián Šimko).
  • Patrik Tománek » Measurement and improvement of everyday algorithmic skills.  (supervisor: Jozef Tvarožek).
  • Alena Valová » Measurement and improvement of everyday algorithmic skills.  (supervisor: Jozef Tvarožek).