| 2026 | ISKE | Fuzzy Partition Kernels in Machine Learning and Neural Networks. | Irina Perfilieva, Jin Hee Joon |
| 2025 | EUSFLAT | A Natural Extension of F-Transform to Triangular and Triangulated Domains Necessitates the Use of Triangular Membership Functions. | Hana Zmecnkov, Irina Perfilieva, Olga Kosheleva, Vladik Kreinovich |
| 2024 | ICAISC | Randomness Versus Backpropagation in Machine Learning. | Irina Perfilieva, Piotr Artiemjew, Agnieszka Niemczynowicz |
| 2023 | EUSFLAT | Arbitrariness of Outward Closeness in Laplacian Dimensionality Reduction. | Jir Janecek, Irina Perfilieva |
| 2022 | IPMU | Noise Reduction as an Inverse Problem in F-Transform Modelling. | Jir Janecek, Irina Perfilieva |
| 2022 | IPMU | Selection of Keypoints in 2D Images Using F-Transform. | Irina Perfilieva, David Adamczyk |
| 2022 | IPMU | CI Approach to Numerical Methods for Solving Fuzzy Integral Equations. | Irina Perfilieva, Tam Pham |
| 2022 | IPMU | Laplace Operator in Connection to Underlying Space Structure. | Hana Zmecnkov, Irina Perfilieva |
| 2021 | EUSFLAT | Laplacian Singular Values. | Jir Janecek, Irina Perfilieva |
| 2021 | EUSFLAT | Fuzzy Partitions and Multi-Scale Representation of 1D Data. | Irina Perfilieva, David Adamczyk |
| 2021 | EUSFLAT | Untitled record | Tam Pham, Irina Perfilieva |
| 2021 | EUSFLAT | On Quotient Structures of Fuzzy Multiset Finite Automata. | Anand Pratap Singh, M. K. Dubey, Irina Perfilieva |
| 2021 | EUSFLAT | Discrete Laplace Operator in the Space with a Fuzzy Partition. | Hana Zmecnkov, Irina Perfilieva |
| 2021 | IWANN | Features as Keypoints and How Fuzzy Transforms Retrieve Them. | Irina Perfilieva, David Adamczyk |
| 2020 | IPMU | On Categories of L-Fuzzifying Approximation Spaces, L-Fuzzifying Pretopological Spaces and L-Fuzzifying Closure Spaces. | Anand Pratap Singh, Irina Perfilieva |
| 2020 | IPMU | Measure of Lattice-Valued Direct F-transforms and Its Topological Interpretations. | Anand Pratap Singh, Irina Perfilieva |
| 2020 | IPMU | Nonlocal Laplace Operator in a Space with the Fuzzy Partition. | Hana Zmecnkov, Irina Perfilieva |
| 2019 | EUSFLAT | Dimensionality Reduction and Its F-Transform Representation. | Jir Janecek, Irina Perfilieva |
| 2019 | EUSFLAT | On the relationship between L-fuzzifying approximation spaces and L-fuzzifying pretopological spaces. | Anand Pratap Singh, Irina Perfilieva |
| 2019 | IFSA | Functors Among Categories of L-fuzzy Partitions, L-fuzzy Pretopological Spaces and L-fuzzy Closure Spaces. | Jir Mockor, Irina Perfilieva |
| 2019 | IWANN | Scale-Space Theory, F-transform Kernels and CNN Realization. | Vojtech Molek, Irina Perfilieva |
| 2018 | IPMU | Lattice-Valued F-Transforms as Interior Operators of L-Fuzzy Pretopological Spaces. | Irina Perfilieva, S. P. Tiwari, Anand Pratap Singh |
| 2017 | EUSFLAT | SIFT with the F-transform Pre-processing. | Petr Hurtk, Petra Stevulikov, Irina Perfilieva |
| 2017 | IFSA | Shooting method based on higher degree F-transform. | Irina Perfilieva, Petra Stevulikov, Radek Valsek |
| 2017 | IWANN | Towards Visual Training Set Generation Framework. | Jan Hula, Irina Perfilieva, Ali Ahsan Muhummad Muzaheed |
| 2017 | IWANN | Convolutional Neural Networks with the F-transform Kernels. | Vojtech Molek, Irina Perfilieva |
| 2016 | IPMU | Approximate Pattern Matching Algorithm. | Petr Hurtk, Petra Hodkov, Irina Perfilieva |
| 2016 | IPMU | Adjoint Fuzzy Partition and Generalized Sampling Theorem. | Irina Perfilieva, Michal Holcapek, Vladik Kreinovich |
| 2016 | IPMU | Image Reconstruction by the Patch Based Inpainting. | Pavel Vlasnek, Irina Perfilieva |
| 2015 | EUSFLAT | Method for the minimum cost maximum flow determining in fuzzy dynamic network with nonzero flow bounds. | Alexander V. Bozhenyuk, Evgeniya Gerasimenko, Igor N. Rozenberg, Irina Perfilieva |
| 2015 | EUSFLAT | Fast String Searching Mechanism. | Petr Hurtk, Petra Hodkov, Irina Perfilieva |
| 2015 | EUSFLAT | ƒ-inclusion indexes between fuzzy sets. | Nicols Madrid, Manuel Ojeda-Aciego, Irina Perfilieva |
| 2015 | EUSFLAT | On the relationship among F-transform, fuzzy rough set and fuzzy topology. | Irina Perfilieva, Anand Pratap Singh, S. P. Tiwari |
| 2015 | EUSFLAT | Autoassociative Fuzzy Implicative Memory on the Platform of Fuzzy Preorder. | Irina Perfilieva, Marek Vajgl |
| 2015 | EUSFLAT | F-transform and discrete convolution. | Pavel Vlasnek, Irina Perfilieva |
| 2014 | IJCCI | Fuzzy Function and the Generalized Extension Principle. | Irina Perfilieva, Alexandr Sostak |
| 2014 | IPMU | F-transform and Its Extension as Tool for Big Data Processing. | Petra Hodkov, Irina Perfilieva, Petr Hurtk |
| 2014 | IPMU | Fuzzy Transform Theory in the View of Image Registration Application. | Petr Hurtk, Irina Perfilieva, Petra Hodkov |
| 2014 | IPMU | Improved F-transform Based Image Fusion. | Marek Vajgl, Irina Perfilieva |
| 2013 | EUSFLAT | F^1-transform of Functions of Two Variables. | Petra Hodkov, Irina Perfilieva |
| 2013 | EUSFLAT | Analysis of stationary processes using fuzzy transform. | Michal Holcapek, Vilm Novk, Irina Perfilieva |
| 2013 | EUSFLAT | Image compression methodology based on fuzzy transform using block similarity. | Petr Hurtk, Irina Perfilieva |
| 2013 | EUSFLAT | F-transform and Fuzzy Natural logic in Time Series Analysis. | Vilm Novk, Viktor Pavliska, Irina Perfilieva, Martin Stepnicka |
| 2013 | EUSFLAT | At-least At-most Modifications in a Space with Fuzzy Preoreder. | Irina Perfilieva |
| 2013 | EUSFLAT | Influence of various types of basic functions on image reconstruction using F-transform. | Pavel Vlasnek, Irina Perfilieva |
| 2013 | IFSA | An image recognition approach to classification of jewelry stone defects. | Petr Hurtk, Michal Burda, Irina Perfilieva |
| 2013 | IFSA | Classification of damages on jewelry stones: Preprocessing. | Irina Perfilieva, Petra Hodkov, Marek Vajgl, Martina Dankov |
| 2013 | IFSA | Internet service for the analysis of enterprise economics using time series fuzzy modeling. | Irina Perfilieva, Nadezhda G. Yarushkina, Tatiana Afanasieva, Anton Romanov |
| 2012 | IPMU | Linear Representation of Residuated Lattices. | Irina Perfilieva |
| 2012 | IPMU | F 1-transform Edge Detector Inspired by Canny's Algorithm. | Irina Perfilieva, Petra Hodkov, Petr Hurtk |
| 2011 | EUSFLAT | Fuzzy Function: Theoretical and Practical Point of View. | Irina Perfilieva |
| 2011 | EUSFLAT | Fuzzy and Fourier Transforms. | Irina Perfilieva, Petra Hodkov |
| 2011 | ISDA | Edge detection using F-transform. | Martina Dankov, Petra Hodkov, Irina Perfilieva, Marek Vajgl |
| 2010 | IPMU | Fuzzy Relation Equations in Semilinear Spaces. | Irina Perfilieva |
| 2009 | EUSFLAT | Systems of Fuzzy Relation Equations in a Space with Fuzzy Preorder. | Irina Perfilieva |
| 2009 | EUSFLAT | Towards F-transform of a Higher Degree. | Irina Perfilieva, Martina Dankov |
| 2009 | EUSFLAT | Time Series Analysis and Prediction Based on Fuzzy Rules and the Fuzzy Transform. | Martin Stepnicka, Viktor Pavliska, Vilm Novk, Irina Perfilieva, Lenka Vavrickova, Iva Tomanova |
| 2009 | PPAM | From Gauging Accuracy of Quantity Estimates to Gauging Accuracy and Resolution of Measuring Physical Fields. | Vladik Kreinovich, Irina Perfilieva |
| 2008 | IJCNN | Analysis and prediction of time series using fuzzy transform. | Irina Perfilieva, Vilm Novk, Viktor Pavliska, Antonn Dvork, Martin Stepnicka |
| 2007 | IFSA | Fixed Points and Solvability of Systems of Fuzzy Relation Equations. | Irina Perfilieva |
| 2005 | EUSFLAT | Approximating models based on fuzzy transforms. | Irina Perfilieva |
| 2005 | EUSFLAT | Data compression on the basis of fuzzy transforms. | Irina Perfilieva, Radek Valsek |
| 2003 | EUSFLAT | Solvability of a system of fuzzy relation equations: Easy to check conditions. | Irina Perfilieva |
| 2003 | EUSFLAT | Fuzzy transforms and universal approximation. | Irina Perfilieva |
| 2003 | IFSA | Approximating Fuzzy Control Strategies via CRI. | Siegfried Gottwald, Vilm Novk, Irina Perfilieva |
| 2001 | EUSFLAT | Logical approximation: general approach to the construction of approximating formulas. | Irina Perfilieva |
| 1999 | EUSFLAT | Normal forms for fuzzy logic relations and the best approximation property. | Irina Perfilieva |