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1 236 (0,421s) •

Project

Unsupervised learning from heterogenous structured data (GA22-32620S)

propose to extend this methodology to unsupervised learning, which would allow applications, health records, and many other areas. Learning mathematical models proposed a theoretically justified approach to learn ...

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
Project

Sentence structure induction without annotated corpora (GP14-06548P)

number of syntactically annotated corpora (treebanks) to learn the syntax of language on an alternative method. The syntactic relations will be learned automatically from a text corpora with no linguistic annotation. These "uns...

AI - Jazykověda

  • 2014 - 2016
    • •
  • 1 411 tis. Kč
    • •
  • 1 411 tis. Kč
    • •
  • GA ČR
Project

Artificial Evolution and Emergence of Intelligence in Complex Systems (LL2405)

a principled solution to unsupervised learning and general artificial intelligence (AGIThe ARTEMIS project will develop weakly supervised approaches for building machine learning models based on principles inspired by the ...

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

  • 2024 - 2026
    • •
  • 20 360 tis. Kč
    • •
  • 12 216 tis. Kč
    • •
  • MŠMT
Project

Deep learning in psychotherapy Machine learning applied on therapeutic session recordings (TL03000049)

We aim to develop a program (demonstrator - DeepPsy) able to automatically transcribe audio recordings of psychotherapeutic sessions and consequently analyze both audio recordings and transcripts with a goal to provide psychotherapists with a feedbac...

Psychology (including human - machine relations)

  • 2020 - 2023
    • •
  • 11 140 tis. Kč
    • •
  • 8 894 tis. Kč
    • •
  • TA ČR
Project

Learned Indexing for Similarity Searching (GF23-07040K)

an alternative to this paradigm, using machine learning models to replace pivots, thus and unsupervised approaches to implement our solutions. We will also address the questions......

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

  • 2023 - 2026
    • •
  • 7 636 tis. Kč
    • •
  • 6 900 tis. Kč
    • •
  • GA ČR
Project

Drivers and impacts of the technological knowledge in emerging market and developing economies (GA19-25280S)

level by employing machine learning techniques (supervised and unsupervised learning...

Applied Economics, Econometrics

  • 2019 - 2021
    • •
  • 3 692 tis. Kč
    • •
  • 3 692 tis. Kč
    • •
  • GA ČR
Project

Speaker Adaptation Methods in Speech Recognition Systems (GPP103/11/P499)

The project focuses on investigation into methods that can be used a) for incremental, unsupervised and long-term adaptation to a new speaker and b) supervised as well as unsupervised porting of existing speech recognition systems f...

JD - Využití počítačů, robotika a její aplikace

  • 2011 - 2013
    • •
  • 961 tis. Kč
    • •
  • 961 tis. Kč
    • •
  • GA ČR
Project

Kernel based quantum machine learning in optical circuits (GA19-19002S)

and unsupervised ML problems. We plan to apply QML to learning properties of a quantum systemThis project focuses on theoretical and experimental research on kernel-based quantum machine learning (QML) using linear optics ...

Optics (including laser optics and quantum optics)

  • 2019 - 2021
    • •
  • 4 798 tis. Kč
    • •
  • 4 039 tis. Kč
    • •
  • GA ČR
Project

Hierarchical models for detection and description of anomalies (GA18-21409S)

Anomaly detection, which aims to identify samples very different from majority, is an important tool of unsupervised data analysis. Currently, most methods for anomaly detection use relatively simple shallow models without any complex layers...

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

  • 2018 - 2021
    • •
  • 9 663 tis. Kč
    • •
  • 8 862 tis. Kč
    • •
  • GA ČR
Project

Large Scale Category Retrieval (LL1303)

discriminative power for verification. Machine learning approaches to learn features in an unsupervised manner through large-scale mining The following issues will be investigated for the category model learning a...

IN - Informatika

  • 2013 - 2018
    • •
  • 31 903 tis. Kč
    • •
  • 31 903 tis. Kč
    • •
  • MŠMT
  • 1 - 10 out of 1 236