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2 841 (0,16s) •

Project

Targeting protein cryptic binding sites with machine learning (GA23-07349S)

structural data only in the training phase. The solution will be based on a graph neural network architecture, taking as its input a protein sequence graph representation......

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

  • 2023 - 2025
    • •
  • 7 346 tis. Kč
    • •
  • 6 860 tis. Kč
    • •
  • GA ČR
Project

Network Optimization (GJ17-10090Y)

in large networks and graphs. The proposed topics are motivated by practical applications (smart grids, communication networks, and bioinformatics) where we aim on combinatorial and network optimization, graph...

IN - Informatika

  • 2017 - 2021
    • •
  • 5 960 tis. Kč
    • •
  • 5 960 tis. Kč
    • •
  • GA ČR
Project

Quantum graphs and microwave networks (MEB051008)

Study of properties of irregular quantum graphs and microwave networks. Extension of theoretical an experimental studies into more realistic models of quantum and microwave graphs.......

BE - Teoretická fyzika

  • 2010 - 2011
    • •
  • 121 tis. Kč
    • •
  • 121 tis. Kč
    • •
  • MŠMT
Project

European RailWay Infrastructure Network (OE08010)

Integration of National Railway Infrastructure Databases with Track Parameters from Network Statements, Developing Tools for Data and Graphic Processing of the European Railway Infrastructure with Functions over the Joint Rail Network

IN - Informatika

  • 2008 - 2011
    • •
  • 17 100 tis. Kč
    • •
  • 8 550 tis. Kč
    • •
  • MŠMT
Project

Efficient subgraph discovery for petabyte-scale web analysis (GA15-08916S)

The study of network behaviors without packet content inspection is becoming of increasing concern in context of network administration and security. Recent years observe an increasing demand for machine learning algorithms on g...

IN - Informatika

  • 2015 - 2017
    • •
  • 4 386 tis. Kč
    • •
  • 4 386 tis. Kč
    • •
  • GA ČR
Project

Deep relational learning (GA17-26999S)

Neural Networks which has already outperformed state of the art statisticalWe propose to develop methods for deep learning from structured data such as graphs or relational-logic structures and background knowledge, thus c...

JD - Využití počítačů, robotika a její aplikace

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

Colourings and connection in graphs (7AMB16DE001)

in communication networks, the chromatic number has important applications related to the channel assignment problem in mobile networks; - hamiltonian properties of graphs and interrelated problems in the field of grap...

BA - Obecná matematika

  • 2016 - 2017
    • •
  • 143 tis. Kč
    • •
  • 143 tis. Kč
    • •
  • MŠMT
Project

Nonlinear system identification by neural networks and its utilization in design of adaptive control and change detection (GP102/08/P080)

Project is focused on identification of nonlinear systems by neural networks. A Multilayer perceptron network represents one of the most significant groups of the neural and setting of the neural netwo...

BC - Teorie a systémy řízení

  • 2008 - 2010
    • •
  • 1 526 tis. Kč
    • •
  • 1 526 tis. Kč
    • •
  • GA ČR
Project

Implementation of multilayer neural network in the educational process (TD020397)

The main aim of the project is the creation of specialized software in the form of neural network applicable to management learning.......

IN - Informatika

  • 2014 - 2015
    • •
  • 2 988 tis. Kč
    • •
  • 2 390 tis. Kč
    • •
  • TA ČR
Project

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
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