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Projects

8 325 projects (0,249s) •

Project

Methods of statistical search for improving the efficiency of relational mechine learning algorithms (1P05ME755)

substantial increase in effectivity of algorithms of relational machine learning based on logic...

BB - Aplikovaná statistika, operační výzkum

  • 2005 - 2006
    • •
  • 149 tis. Kč
    • •
  • 149 tis. Kč
    • •
  • MŠMT
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

Statistical Relational Learning in Dynamic Domains (GA23-07299S)

We propose to study dynamic statistical relational learning (SRL) models, in particular, efficient inference and learning algorithms for them. Dynamic SRL models are probabilistic models of systems with complex

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

  • 2023 - 2025
    • •
  • 7 029 tis. Kč
    • •
  • 7 029 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 intere...

JD - Využití počítačů, robotika a její aplikace

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

Deep relational learning (GA17-26999S)

is based on the lifted (template) modelling strategy known from statistical relational learning, and in particular on our recently proposed concept of Lifted RelationalWe propose to develop methods for deep le...

JD - Využití počítačů, robotika a její aplikace

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

Geometric methods in statistical learning theory and applications (GC18-01953J)

Statistical learning theory is mathematical foundation of machine learning - the currently fastest growing branch of computer sciences and artificial intelligence. Central objects of statistical learning

Pure mathematics

  • 2018 - 2023
    • •
  • 1 389 tis. Kč
    • •
  • 1 101 tis. Kč
    • •
  • GA ČR
Project

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

. To this end we will develop novel statistical-relational learning algorithms leveraging or amino acid level). We propose to create algorithms able to learn predictive models......

JD - Využití počítačů, robotika a její aplikace

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

Using gene ontologies and annotations for gene expression data interpretation through relational machine learning algorithms (ME 910)

of gene ontologies and annotations, using methods of relational machine learning and relational data mining. In particular, within the proposed 4 project years we aim at developing a platform for the relational in...

JD - Využití počítačů, robotika a její aplikace

  • 2007 - 2010
    • •
  • 596 tis. Kč
    • •
  • 368 tis. Kč
    • •
  • MŠMT
Project

Development of statistical methods for spoken dalogue systems (LK11221)

To study and improve methods for learning of statistical models used in dialogue systems. To create software infrastructure for remote training and evaluation. Release the developed dialogue system as an open-source. Create publicly...

AM - Pedagogika a školství

  • 2012 - 2016
    • •
  • 12 478 tis. Kč
    • •
  • 12 478 tis. Kč
    • •
  • MŠMT
Project

Predictive Data Modeling for Effective Gene Therapy and Bone Marrow Transplantation (ME10047)

The goal of the project is to create and validate statistical, relational-logic and combined classification models for the prediction of interaction of proteins (mainly zinc-fingers) with DNA, and thus enable to improve the outcomes...

IN - Informatika

  • 2010 - 2012
    • •
  • 1 334 tis. Kč
    • •
  • 1 334 tis. Kč
    • •
  • MŠMT
  • 1 - 10 out of 8 325