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UO > About > Organizational Structure > Faculties & Institutes > Institute for Research and Applications of Fuzzy Modeling

Jiří Janeček


Academic degree, name, surname:
Mgr. Jiří Janeček, Ph.D.
Room, floor, building:
C 712, Building C
Position:
Research interests and teaching:
Data Analysis, Data Processing, Dimensionality Reduction, Laplacian, Theory of Fuzzy Transform
Department (Faculty):
Institute for Research and Applications of Fuzzy Modeling
Phone number, mobile:
+420 553 46 2140
E-mail:



No record found.



Geometric Reasoning in the Embedding Space
David Mojžíšek, Jan Hůla, Jiří Janeček, David Herel, Mikolas Janota
Year: 2025, Machine Learning and Knowledge Extraction
journal article
 
On Hyperparameter Limitations of Laplacian Eigenmaps
Jiří Janeček, Petra Števuliáková
Year: 2024
presentations (congresses, symposia, conferences, workshops)
 
On Stability-Inducing Hyperparameter of Laplacian Eigenmaps
Jiří Janeček, Petra Števuliáková
Year: 2024
presentations (congresses, symposia, conferences, workshops)
 
Arbitrariness of Outward Closeness in Laplacian Dimensionality Reduction
Jiří JANEČEK, Irina Perfiljeva
Year: 2023
presentations (congresses, symposia, conferences, workshops)
 
Arbitrariness of Outward Closeness in Laplacian Dimensionality Reduction
Jiří Janeček, Irina Perfiljeva
Year: 2023
abstract in proceedings
 
Fuzzy Transform on 1-D Manifolds
Irina Perfiljeva, Jiří Janeček, Thi Minh Tam Pham
Year: 2023
abstract in proceedings
 
Fuzzy Transform on 1-D Manifolds
Thi Minh Tam Pham, Jiří Janeček, Irina Perfiljeva
Year: 2022
presentations (congresses, symposia, conferences, workshops)
 
Graph Functions Similarity Determined by Preimage Problem
Jiří Janeček, Irina Perfiljeva
Year: 2022
presentations (congresses, symposia, conferences, workshops)
 
Graph Functions Similarity Determined by Preimage Problem
Irina Perfiljeva, Jiří Janeček
Year: 2022
abstract in proceedings
 
Noise Reduction as an Inverse Problem in F-Transform Modelling
Jiří Janeček, Irina Perfiljeva
Year: 2022
presentations (congresses, symposia, conferences, workshops)
 
Noise Reduction as an Inverse Problem in F-Transform Modelling
Jiří Janeček, Irina Perfiljeva
Year: 2022
abstract in proceedings
 
On Arbitrariness of Outward Closeness in Laplacian Dimensionality Reduction
Jiří Janeček
Year: 2022
presentations (congresses, symposia, conferences, workshops)
 
Preimage Problem Inspired by the F-Transform
Jiří Janeček, Irina Perfiljeva
Year: 2022
presentations (congresses, symposia, conferences, workshops)
 
Preimage Problem Inspired by the F-Transform
Jiří Janeček, Irina Perfiljeva
Year: 2022, Mathematics
journal article
 
Laplacian Singular Values
Jiří JANEČEK, Irina Perfiljeva
Year: 2021
presentations (congresses, symposia, conferences, workshops)
 
Laplacian Singular Values
Jiří JANEČEK, Irina Perfiljeva
Year: 2021
abstract in proceedings
 
Manifold Learning Algorithms for Nonlinear Dimensionality Reduction
Jiří JANEČEK
Year: 2021
presentations (congresses, symposia, conferences, workshops)
 
Preimage Problem
Jiří JANEČEK, Irina Perfiljeva
Year: 2021
presentations (congresses, symposia, conferences, workshops)
 
Three Methods of Data Analysis in a Space with Closeness
Jiří JANEČEK, Irina Perfiljeva
Year: 2021
presentations (congresses, symposia, conferences, workshops)
 
Dimensionality Reduction (Part of the Round Table on Deep Networks from the Functional Viewpoint)
Jiří JANEČEK, Irina Perfiljeva
Year: 2020
presentations (congresses, symposia, conferences, workshops)
 
F-transform as a Dimensionality Reduction Method: an Overview
Jiří JANEČEK, Irina Perfiljeva
Year: 2020
abstract in proceedings
 
F-transform as a Dimensionality Reduction Method: an Overview
Jiří JANEČEK, Irina Perfiljeva
Year: 2020
presentations (congresses, symposia, conferences, workshops)
 
On Manifold Weight Assignment Related to Fuzzy Partition
Jiří JANEČEK, Irina Perfiljeva
Year: 2020
abstract in proceedings
 
On Manifold Weight Assignment Related to Fuzzy Partition
Jiří JANEČEK, Irina Perfiljeva
Year: 2020
presentations (congresses, symposia, conferences, workshops)
 
Three Methods of Data Analysis in a Space with Closeness
Jiří JANEČEK, Irina Perfiljeva
Year: 2020
abstract in proceedings
 
Dimensionality Reduction and Its F-Transform Representation
Jiří JANEČEK, Irina Perfiljeva
Year: 2019
abstract in proceedings
 
Dimensionality Reduction and Its F-Transform Representation
Jiří JANEČEK, Irina Perfiljeva
Year: 2019
presentations (congresses, symposia, conferences, workshops)
 
Dimensionality Reduction of Clustered Data Structure
Jiří JANEČEK, Irina Perfiljeva
Year: 2019
presentations (congresses, symposia, conferences, workshops)
 
F-transform and Dimensionality Reduction: Common and Different
Jiří JANEČEK, Irina Perfiljeva
Year: 2019
abstract in proceedings
 
F-transform and Dimensionality Reduction: Common and Different
Jiří JANEČEK, Irina Perfiljeva
Year: 2019
presentations (congresses, symposia, conferences, workshops)
 
Segmentation Algorithm Inspired by Fuzzy Transform
Jiří JANEČEK, Radek Valášek, Irina Perfiljeva
Year: 2019
presentations (congresses, symposia, conferences, workshops)
 
Segmentation Algorithm Inspired by Fuzzy Transform
Jiří JANEČEK, Radek Valášek, Irina Perfiljeva
Year: 2019
abstract in proceedings
 
Dimensionality Reduction with the Application to Segmentation
Jiří JANEČEK, Irina Perfiljeva
Year: 2018
presentations (congresses, symposia, conferences, workshops)
 
Generalized Eigenvector Problem as a Foundation for Dimensionality Reduction
Jiří JANEČEK, Irina Perfiljeva
Year: 2018
abstract in proceedings
 
Generalized Eigenvector Problem as a Foundation for Dimensionality Reduction
Jiří JANEČEK
Year: 2018
presentations (congresses, symposia, conferences, workshops)
 
On modification of population-based approach used in adaptive differential evolution algorithm
Jiří JANEČEK
Year: 2016
presentations (congresses, symposia, conferences, workshops)
 
On modification of population-based approach used in adaptive differential evolution algorithm
Jiří JANEČEK
Year: 2016
abstract in proceedings
 

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Abbreviation
Subject
MATA1
Matematika 1
MATA2
Matematika 2



No record found.



Fuzzy modeling – development of theoretical foundations and selected applications II
Period
1/2023 – 12/2023
Provider
Specifický VŠ výzkum
State
finished
Role in the project
Co-Investigator
Total costs
466 400 CZK
 
Fuzzy modeling – development of theoretical foundations and selected applications
Period
1/2022 – 12/2022
Provider
Specifický VŠ výzkum
State
finished
Role in the project
Co-Investigator
Total costs
931 000 CZK
 
Data analysis using F-transform and neural networks
Period
1/2021 – 12/2021
Provider
Specifický VŠ výzkum
State
finished
Role in the project
Co-Investigator
Total costs
592 000 CZK
 
Data and image analysis
Period
1/2020 – 12/2020
Provider
Specifický VŠ výzkum
State
finished
Role in the project
Co-Investigator
Total costs
542 890 CZK
 
Preprocessing methods and techniques in data analysis
Period
1/2019 – 12/2019
Provider
Specifický VŠ výzkum
State
finished
Role in the project
Co-Investigator
Total costs
573 100 CZK
 
Image processing using soft-computing methods
Period
1/2018 – 12/2018
Provider
Specifický VŠ výzkum
State
finished
Role in the project
Co-Investigator
Total costs
617 200 CZK
 

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