Project information
Development of data processing techniques to support search, analysis and visualization of large datasets using artificial intelligence
- Project Identification
- MUNI/A/1339/2022
- Project Period
- 1/2023 - 12/2023
- Investor / Pogramme / Project type
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Masaryk University
- Specific research - support for student projects
- MU Faculty or unit
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Faculty of Informatics
- doc. RNDr. Vlastislav Dohnal, Ph.D.
- Mgr. Irena Adámková
- doc. RNDr. Tomáš Brázdil, Ph.D.
- RNDr. Vojtěch Brůža
- Mgr. Matej Gallo
- Mgr. Martin Geletka
- Hien Thi Ha
- RNDr. Ondřej Herman
- doc. RNDr. Aleš Horák, Ph.D.
- RNDr. Miriama Jánošová
- doc. RNDr. Barbora Kozlíková, Ph.D.
- Priv.-Doz. Dipl.-Ing. Dr. Simone Kriglstein
- RNDr. David Kuťák
- Ing. Matěj Lang
- RNDr. Marek Medveď, Ph.D.
- Michal Měchura, M.Phil., Ph.D.
- RNDr. Filip Opálený
- doc. Mgr. Radek Pelánek, Ph.D.
- RNDr. Jakub Peschel
- Hana Pokojná, MSc
- doc. RNDr. Lubomír Popelínský, Ph.D.
- Mgr. David Porteš
- doc. Mgr. Pavel Rychlý, Ph.D.
- Mgr. Zuzana Schwarzová
- RNDr. Terézia Slanináková
- doc. RNDr. Petr Sojka, Ph.D.
- prof. PhDr. David Šmahel, Ph.D.
- Mgr. Michal Štefánik
- Mgr. Matúš Talčík
- RNDr. Pavol Ulbrich
- prof. Ing. Pavel Zezula, CSc.
A fundamental problem for many applications ranging from information retrieval, data analysis, visualization, and comprehension is the need to process large and often unstructured data. The main topic of the project is data processing for efficient retrieval, storage, analysis, and visualization using various machine learning and artificial intelligence techniques and designing original approaches. The design of this project builds on and further develops the results of previous specific research projects from 2010-2022. It is a project that contributes in a comprehensive way to the development of doctoral studies with a focus on synergies with other research and development projects (especially in relation to the use of research towards applications and the development of the CERIT center and possible collaboration with industrial partners of the department's laboratories), as well as to the development of research and development activities of master's students and to support the provision of student participation in international scientific conferences. The project covers research activities led by the staff of the FI Department of Machine Learning and Data Processing and part of the Department of Visual Informatics.
Sustainable Development Goals
Masaryk University is committed to the UN Sustainable Development Goals, which aim to improve the conditions and quality of life on our planet by 2030.
Publications
Total number of publications: 36
2025
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A scoping literature review on influencing factors in live-streaming spectatorship experience
ENTERTAINMENT COMPUTING, year: 2025, volume: 52, edition: 1, DOI
2024
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Antarstick: Extracting Snow Height From Time-Lapse Photography
COMPUTER GRAPHICS FORUM, year: 2024, volume: 43, edition: 3, DOI
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Play and Viz: Using Entertainment Games for Exploring Data Visualizations
Proceedings of the 19th International Conference on the Foundations of Digital Games, year: 2024
2023
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A multimodal smartwatch-based interaction concept for immersive environments
Computers & Graphics, year: 2023, volume: 117, edition: December, DOI
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A Roadmap for Universal Syllabic Segmentation
TUGboat: The Communications of the TeX Users Group, year: 2023, volume: 44, edition: 2
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A Roadmap for Universal Syllabic Segmentation
Zpravodaj CSTUG, year: 2023, volume: 33, edition: 3-4, DOI
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Applications of deep language models for reflective writings
EDUCATION AND INFORMATION TECHNOLOGIES, year: 2023, volume: 28, edition: 3, DOI
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Augmenting Stylometric Features to Improve Detection of Propaganda and Manipulation
Proceedings of the Seventeenth Workshop on Recent Advances in Slavonic Natural Languages Processing, RASLAN 2023, year: 2023
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Calc-X and Calcformers: Empowering Arithmetical Chain-of-Thought through Interaction with Symbolic Systems
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: Main track, year: 2023
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Can In-context Learners Learn a Reasoning Concept from Demonstrations?
Proceedings of the 1st Workshop on Natural Language Reasoning and Structured Explanations (NLRSE), year: 2023