doc. RNDr. Lubomír Popelínský, Ph.D.

Associate professor, Department of Machine Learning and Data Processing

office: B408a
Botanická 554/68a
602 00 Brno

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phone:	+420 549 49 5994
e‑mail:

Basic information

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Total number of publications: 126

2022

A Revealed Imperfection in Concept Drift Correction in Metabolomics Modeling

SCHWARZEROVÁ Jana KOSTOVAL Aleš BAJGER Adam JAKUBÍKOVÁ Lucia PIERDOU Iro POPELÍNSKÝ Lubomír SEDLÁŘ K. WECKWERTH Wolfram

Article in Proceedings

Information Technology in Biomedicine: 9th International Conference, ITIB 2022, year: 2022
On Usefulness of Outlier Elimination in Classification Tasks

HETLEROVIĆ Dušan POPELÍNSKÝ Lubomír BRAZDIL P. SOARES C. FREAITAS F.

Article in Proceedings

International Symposium on Intelligent Data Analysis 2022, year: 2022

2021

An Innovative Perspective on Metabolomics Data Analysis in Biomedical Research Using Concept Drift Detection

SCHWARZEROVÁ Jana BAJGER Adam PIERDOU I. POPELÍNSKÝ Lubomír SEDLÁŘ Karel WECKWERTH W.

Article in Proceedings

Proceedings of BIBM 2021, year: 2021

2019

A genetic algorithm for discriminative graph pattern mining

VACULÍK Karel POPELÍNSKÝ Lubomír

Article in Proceedings

Proceedings of the 23rd International Database Applications & Engineering Symposium, IDEAS 2019, Athens, Greece, year: 2019
Filtering outliers to improve classification. First results

HETLEROVIĆ Dušan POPELÍNSKÝ Lubomír

Article in Proceedings

Data a Znalosti & WIKT 2019, year: 2019

2018

Autoencoders vs. others for anomaly detection

MIKLÁŠOVÁ Kristína LOMIČ Ondřej CÍSAR Lukáš POPELÍNSKÝ Lubomír KREJČÍŘOVÁ Veronika

Article in Proceedings

DATA A ZNALOSTI & WIKT 2018, sborník konference, year: 2018
Performing Feature Selection Before Removing Outliers To Increase Classfier's Accuracy

PETLIAK Nataliia TMENOVA Oleksandra NÁMEŠNÝ Matúš BONČO Tomáš POPELÍNSKÝ Lubomír

Article in Proceedings

DATA A ZNALOSTI & WIKT 2018, sborník konference, year: 2018
To text summarization by dynamic graph mining

GALLO Matej POPELÍNSKÝ Lubomír VACULÍK Karel

Article in Proceedings

ITAT 2018 Proceedings,, year: 2018
WalDis: Mining Discriminative Patterns within Dynamic Graphs

VACULÍK Karel POPELÍNSKÝ Lubomír

Article in Proceedings

IDEAS '18 Proceedings of the 22nd International Database Engineering & Applications Symposium, year: 2018

2017

Knowledge-based System for Assessing Vitality of Family Businesses in the Czech Republic

ANTLOVÁ Klára RYDVALOVÁ Petra POPELÍNSKÝ Lubomír

Article in Proceedings

Proceedings of 13th Liberec Economic Forum, year: 2017