doc. RNDr. Lubomír Popelínský, Ph.D.

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