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Projects

22 049 projects (0,146s) •

Project

Generative Relational Models (GJ20-19104Y)

is the development of a proper theoretical foundation for learning generative relational models from data, as the current state of learning theory in the field of statistical relational learning ...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2020 - 2023
    • •
  • 7 082 tis. Kč
    • •
  • 7 082 tis. Kč
    • •
  • GA ČR
Project

Deep relational learning (GA17-26999S)

We propose to develop methods for deep learning from structured data is based on the lifted (template) modelling strategy known from statistical relational the ability of deep learning to create s...

JD - Využití počítačů, robotika a její aplikace

  • 2017 - 2019
    • •
  • 5 125 tis. Kč
    • •
  • 4 369 tis. Kč
    • •
  • GA ČR
Project

Predicting protein properties through spatial statistical relational machine learning (GAP202/12/2032)

and other protein properties follow mainly from their 3D spatial structure (on atom or amino acid level). We propose to create algorithms able to learn predictive models for protein functions from such spatial data

JD - Využití počítačů, robotika a její aplikace

  • 2012 - 2016
    • •
  • 3 946 tis. Kč
    • •
  • 3 946 tis. Kč
    • •
  • GA ČR
Project

Hierarchical Networks and their Microeconomic Origins (LL2319)

and algorithms from neural networks in the field of statistical learning, and combine themThe objective is to provide a unified statistical and empirical framework: ...

Economic Theory

  • 2023 - 2025
    • •
  • 5 293 tis. Kč
    • •
  • 5 293 tis. Kč
    • •
  • MŠMT
Project

Automation of data collection from video for professional beach volleyball - BEACH-DATA (FW11020044)

The main goal of the project is to automate the collection of data from beach volleyball videos in order to refine, expedite, and enrich the existing data collection in the international market. The main solution provider,...

Automation and control systems

  • 2024 - 2026
    • •
  • 9 968 tis. Kč
    • •
  • 7 824 tis. Kč
    • •
  • TA ČR
Project

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
Project

Transferring ILP techniques to statistical relational learning (GAP103/11/2170)

Statistical relational learning (SRL) is a framework which encompasses methods combining statistical machine learning with first order logic. In recent years, SRL has experienced a rapid increase of interest devote...

JD - Využití počítačů, robotika a její aplikace

  • 2011 - 2014
    • •
  • 910 tis. Kč
    • •
  • 910 tis. Kč
    • •
  • GA ČR
Project

Logic-based machine learning for genomic data analysis (KJB201210501)

from gene expression data by means of machine learning and data mining, logic-based relational machine learning (LBRML) algorithms receive little or no attention, which. Their littlepenetration is due to ...

IN - Informatika

  • 2005 - 2006
    • •
  • 286 tis. Kč
    • •
  • 286 tis. Kč
    • •
  • AV ČR
Project

Neurominer unveiling hidden patterns in neuroimaging data (NV17-33136A)

with strong discrimination properties, (2) systems able to learn from high-dimensional data and not suffering from overfitting problems, and (3) rigorous statistical of the current computational tools to ...

FH - Neurologie, neurochirurgie, neurovědy

  • 2017 - 2021
    • •
  • 2 985 tis. Kč
    • •
  • 2 944 tis. Kč
    • •
  • MZ
Project

Conditional independence structures information-theoretical approach III. (GA201/04/0393)

-graphical arithmetic method of learning graphical models from data. The second goal representation of CI structures and their learning based on data. Procedures and knowledge from several areas o...

BA - Obecná matematika

  • 2004 - 2006
    • •
  • 1 111 tis. Kč
    • •
  • 1 111 tis. Kč
    • •
  • GA ČR
  • 1 - 10 out of 22 049