Marcel Jirina

Publication Activity (10 Years)

Years Active: 1977-2022
Publications (10 Years): 12

Top Topics

Nearest Neighborhood

Function Optimization

Transfer Learning

Top Venues

IEEE Trans. Cybern.

Publications

Marcel Jirina, Said Krayem
The Distance Function Optimization for the Near Neighbors-Based Classifiers. ACM Trans. Knowl. Discov. Data 16 (6) (2022)
Tomás Novácek, Marcel Jirina
Overview of Controllers of User Interface for Virtual Reality. Presence Teleoperators Virtual Environ. 29 (2022)
Tomás Novácek, Marcel Jirina
Project MultiLeap: Making Multiple Hand Tracking Sensors to Act Like One. AIVR (2021)
Magda Friedjungová, Daniel Vasata, Tomás Chobola, Marcel Jirina
Unsupervised Latent Space Translation Network. CoRR (2020)
Magda Friedjungová, Daniel Vasata, Tomás Chobola, Marcel Jirina
Unsupervised Latent Space Translation Network. ESANN (2020)
Magda Friedjungová, Daniel Vasata, Maksym Balatsko, Marcel Jirina
Missing Features Reconstruction Using a Wasserstein Generative Adversarial Imputation Network. ICCS (4) (2020)
Magda Friedjungová, Daniel Vasata, Maksym Balatsko, Marcel Jirina
Missing Features Reconstruction Using a Wasserstein Generative Adversarial Imputation Network. CoRR (2020)
Magda Friedjungová, Daniel Vasata, Marcel Jirina
Missing Features Reconstruction and Its Impact on Classification Accuracy. CoRR (2019)
Magda Friedjungová, Marcel Jirina, Daniel Vasata
Missing Features Reconstruction and Its Impact on Classification Accuracy. ICCS (3) (2019)
Magda Friedjungová, Marcel Jirina
Asymmetric Heterogeneous Transfer Learning: A Survey. DATA (2017)
Magda Friedjungová, Marcel Jirina
An Overview of Transfer Learning Focused on Asymmetric Heterogeneous Approaches. DATA (Revised Selected Papers) (2017)
Marcel Jirina, Marcel Jirina Jr.
Classification Using the Zipfian Kernel. J. Classif. 32 (2) (2015)
Marcel Jirina, Marcel Jirina Jr.
Correlation Dimension-Based Classifier. IEEE Trans. Cybern. 44 (12) (2014)
Marcel Jirina, Marcel Jirina Jr.
Utilization of singularity exponent in nearest neighbor based classifier. J. Classif. 30 (1) (2013)
Slavka Viteckova, Patrik Kutilek, Zdenek Svoboda, Marcel Jirina
Fuzzy inference system for lower limbs angles prediction. TSP (2012)
Marcel Jirina
Near neighbor distribution in fractal and finite sets. SoCPaR (2011)
Marcel Jirina
Near neighbor distribution in fractal and finite sets. SoCPaR (2011)
Marcel Jirina, Marcel Jirina Jr.
Using singularity exponent in distance based classifier. ISDA (2010)
Marcel Jirina, Marcel Jirina Jr.
Cloning for Heteroscedasticity Elimination in GMDH Learning Procedure. UC (2009)
Marcel Jirina, Marcel Jirina Jr.
Correlation Integral Decomposition for Classification. ICANN (2) (2008)
Marcel Jirina, Marcel Jirina Jr.
Probability Density Estimation by Decomposition of Correlation Integral. Artificial Intelligence and Pattern Recognition (2008)
Tomás Cahlik, Marcel Jirina
Law of cumulative advantages in the evolution of scientific fields. Scientometrics 66 (3) (2006)
Marcel Jirina, Marcel Jirina Jr.
Feature Selection by Reordering. SOFSEM (2005)
Marcel Jirina
Dimensionality reduction and classification using the distribution mapping exponent. ESANN (2004)
Jirí Kubalík, Marcel Jirina, Oldrich Starý, Lenka Lhotská, Jan Suchý
Application of Soft Computing Techniques to Classification of Licensed Subjects. BASYS (2004)
Marcel Jirina, Marcel Jirina Jr.
Features of Neighbors Spaces. SOFSEM (2004)
Frantisek Hakl, Marcel Jirina
Using GMDH Neural Net and Neural Net With Switching Units to Find Rare Particles. ICANNGA (1999)
Marcel Jirina
Simulation of multiprocessor computer with local memories. WSC (1977)