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: 37
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
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Construct and Play: Engaging Students with Visualizations through Playful Methods.
In Companion Proceedings of the Annual Symposium on Computer-Human Interaction in Play (CHI PLAY Companion '23), year: 2023
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Do you have time for a survey? Challenges and Lessons Learned from the Recruitment Process for an Online Survey
In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, year: 2023
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Document Visual Question Answering with CIVQA: Czech Invoice Visual Question Answering Dataset
Recent Advances in Slavonic Natural Language Processing (RASLAN 2023), year: 2023
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EbAcraft: Engaging Local Communities in Learning About Ecosystem-Based Adaptation for Coastal Cities in Europe
2023 IEEE 19th International Conference on e-Science (e-Science), year: 2023
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eDIVE - Software Platform for Education in Collaborative Immersive Virtual Environments
Year: 2023
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Effect of the Rings: A Visual Story Design Comparing Three Chemical Characters
Approaches for Science Illustration and Communication, year: 2023, number of pages: 24 s.
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Extraction, labeling, clustering, and semantic mapping of segments from clinical notes
IEEE TRANSACTIONS ON NANOBIOSCIENCE, year: 2023, volume: 22, edition: 4, DOI
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From Bin to Playin’: Give Vintage Objects a New Purpose as Game Controllers
Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems (CHI EA '23), year: 2023
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Immersive Reading in VR
Year: 2023, type: Conference abstract