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Projects
Learning from Theories (GAP103/10/1875)
learning framework where one, besides specific observations, primarily learns from abundant existing theories. This new paradigm, entitled LFT (learning from theories shift ofthe data mining fiel...
JC - Počítačový hardware a software
- 2010 - 2012 •
- 1 989 tis. Kč •
- 1 989 tis. Kč •
- GA ČR
Řešení projektu: 1. 1. 2010 - 31. 12. 2012
Uznané náklady
Podpora ze státního rozpočtu (100%)
Poskytovatel: Grantová agentura České republiky
Multimodal learning analytics to study self-regulated learning processes within learning management systems (GA21-08218S)
learn within LMS. Specifically, four data types will be used in this project: data on student behaviour in LMS (logs), data from questionnaires focusing on various dimensions of SRL, qualitative data<...
Education, general; including training, pedagogy, didactics [and education systems]
- 2021 - 2024 •
- 4 488 tis. Kč •
- 4 488 tis. Kč •
- GA ČR
Řešení projektu: 1. 4. 2021 - 31. 3. 2024
Uznané náklady
Podpora ze státního rozpočtu (100%)
Poskytovatel: Grantová agentura České republiky
Aproximation and learning of multivariable functions by neural networks (ME10023)
Research of approximation and learning from data of multivariable functions by neural networks and design of learning algorithms......
IN - Informatika
- 2010 - 2012 •
- 540 tis. Kč •
- 540 tis. Kč •
- MŠMT
Řešení projektu: 1. 5. 2010 - 31. 12. 2012
Uznané náklady
Podpora ze státního rozpočtu (100%)
Poskytovatel: Ministerstvo školství, mládeže a tělovýchovy
Learning of functional relationships from high-dimensional data (GAP202/11/1368)
high-dimensional data. The research will be focused on investigation of model on the dimension of their input data. Estimates of complexity will be derived using methods from theory of nonlinear approximation with a variab...
IN - Informatika
- 2011 - 2013 •
- 4 314 tis. Kč •
- 4 314 tis. Kč •
- GA ČR
Řešení projektu: 1. 1. 2011 - 31. 12. 2013
Uznané náklady
Podpora ze státního rozpočtu (100%)
Poskytovatel: Grantová agentura České republiky
Complex prediction models and their learning from weakly annotated data (GA19-21198S)
of novel algorithms that are able to learn from weakly annotated data. We concentrateLearning predictors from examples is a dominant sub-domain of machine learning but they are learned a...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 - 2022 •
- 4 052 tis. Kč •
- 4 052 tis. Kč •
- GA ČR
Řešení projektu: 1. 1. 2019 - 30. 6. 2022
Uznané náklady
Podpora ze státního rozpočtu (100%)
Poskytovatel: Grantová agentura České republiky
Technology for Price Check 2 Application (EG21_374/0027363)
collect data, learn from it, and evaluate the success of accessing source websites learning. Intelligent Data Clustering - Big Data Pre/Processing Collects a massive amount of structured ...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2021 - 2024 •
- 8 012 tis. Kč •
- 0 tis. Kč •
- MPO
Řešení projektu: 1. 9. 2021 - 14. 2. 2024
Uznané náklady
Podpora ze státního rozpočtu (0%)
Poskytovatel: Ministerstvo průmyslu a obchodu
Unsupervised learning from heterogenous structured data (GA22-32620S)
Data records stored in the form of hierarchical structure of heterogenous applications, health records, and many other areas. Learning mathematical models of these data is often done indirectly via manually designed feature...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2022 - 2024 •
- 10 763 tis. Kč •
- 10 763 tis. Kč •
- GA ČR
Řešení projektu: 1. 1. 2022 - 31. 12. 2024
Uznané náklady
Podpora ze státního rozpočtu (100%)
Poskytovatel: Grantová agentura České republiky
Intelligent Library - INTLIB (TA02010182)
The aim of the project is creation of a certified methodology and a self-learning system for processing of semantics of technical documents and respective and documents from the area of environment. We will utilize and connect resul...
IN - Informatika
- 2012 - 2015 •
- 12 993 tis. Kč •
- 8 041 tis. Kč •
- TA ČR
Řešení projektu: 1. 1. 2012 - 30. 6. 2015
Uznané náklady
Podpora ze státního rozpočtu (62%)
Poskytovatel: Technologická agentura ČR
Neurominer unveiling hidden patterns in neuroimaging data (NV17-33136A)
of the current computational tools to extract knowledge from the large pool of noisy data. NEUROMINER will provide a framework for machine learning and data mining, with a special with strong discrimination proper...
FH - Neurologie, neurochirurgie, neurovědy
- 2017 - 2021 •
- 2 985 tis. Kč •
- 2 944 tis. Kč •
- MZ
Řešení projektu: 1. 4. 2017 - 31. 12. 2021
Uznané náklady
Podpora ze státního rozpočtu (99%)
Poskytovatel: Ministerstvo zdravotnictví
Complexity of perceptron and kernel networks (GA201/08/1744)
and flexible tools for learning from high-dimensional data. Estimates of model complexity of networks will be derived in terms of smoothness and oscillatory properties of data of these estimates, measures of d...
IN - Informatika
- 2008 - 2010 •
- 1 410 tis. Kč •
- 1 410 tis. Kč •
- GA ČR
Řešení projektu: 1. 1. 2008 - 31. 12. 2010
Uznané náklady
Podpora ze státního rozpočtu (100%)
Poskytovatel: Grantová agentura České republiky
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