doc. RNDr. Lubomír Popelínský, Ph.D.
Associate professor, Department of Machine Learning and Data Processing
Office: B408a
Botanická 554/68a
602 00 Brno
Phone: | +420 549 49 5994 |
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E‑mail: |
Total number of publications: 126
2022
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A Revealed Imperfection in Concept Drift Correction in Metabolomics Modeling
Information Technology in Biomedicine: 9th International Conference, ITIB 2022, year: 2022
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On Usefulness of Outlier Elimination in Classification Tasks
International Symposium on Intelligent Data Analysis 2022, year: 2022
2021
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An Innovative Perspective on Metabolomics Data Analysis in Biomedical Research Using Concept Drift Detection
Proceedings of BIBM 2021, year: 2021
2019
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A genetic algorithm for discriminative graph pattern mining
Proceedings of the 23rd International Database Applications & Engineering Symposium, IDEAS 2019, Athens, Greece, year: 2019
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Filtering outliers to improve classification. First results
Data a Znalosti & WIKT 2019, year: 2019
2018
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Autoencoders vs. others for anomaly detection
DATA A ZNALOSTI & WIKT 2018, sborník konference, year: 2018
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Performing Feature Selection Before Removing Outliers To Increase Classfier's Accuracy
DATA A ZNALOSTI & WIKT 2018, sborník konference, year: 2018
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To text summarization by dynamic graph mining
ITAT 2018 Proceedings,, year: 2018
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WalDis: Mining Discriminative Patterns within Dynamic Graphs
IDEAS '18 Proceedings of the 22nd International Database Engineering & Applications Symposium, year: 2018
2017
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Knowledge-based System for Assessing Vitality of Family Businesses in the Czech Republic
Proceedings of 13th Liberec Economic Forum, year: 2017