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Dealing with concept drifts in process mining.
IEEE Trans Neural Netw Learn Syst. 2014 Jan;25(1):154-71. doi: 10.1109/TNNLS.2013.2278313.
IEEE Trans Neural Netw Learn Syst. 2014.
PMID: 24806651
Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming.
Luna JM, Pechenizkiy M, Del Jesus MJ, Ventura S.
Luna JM, et al. Among authors: pechenizkiy m.
IEEE Trans Cybern. 2018 Nov;48(11):3030-3044. doi: 10.1109/TCYB.2017.2750919. Epub 2017 Sep 25.
IEEE Trans Cybern. 2018.
PMID: 28952954
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Speeding-Up Association Rule Mining With Inverted Index Compression.
Luna JM, Cano A, Pechenizkiy M, Ventura S.
Luna JM, et al. Among authors: pechenizkiy m.
IEEE Trans Cybern. 2016 Dec;46(12):3059-3072. doi: 10.1109/TCYB.2015.2496175. Epub 2016 Jan 19.
IEEE Trans Cybern. 2016.
PMID: 26800557
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Apriori Versions Based on MapReduce for Mining Frequent Patterns on Big Data.
Maria Luna J, Padillo F, Pechenizkiy M, Ventura S.
Maria Luna J, et al. Among authors: pechenizkiy m.
IEEE Trans Cybern. 2018 Oct;48(10):2851-2865. doi: 10.1109/TCYB.2017.2751081. Epub 2017 Sep 27.
IEEE Trans Cybern. 2018.
PMID: 28961134
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Evolving Plasticity for Autonomous Learning under Changing Environmental Conditions.
Yaman A, Iacca G, Mocanu DC, Coler M, Fletcher G, Pechenizkiy M.
Yaman A, et al. Among authors: pechenizkiy m.
Evol Comput. 2021 Sep 1;29(3):391-414. doi: 10.1162/evco_a_00286.
Evol Comput. 2021.
PMID: 34467993
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EEG-based classification of epilepsy and PNES: EEG microstate and functional brain network features.
Ahmadi N, Pei Y, Carrette E, Aldenkamp AP, Pechenizkiy M.
Ahmadi N, et al. Among authors: pechenizkiy m.
Brain Inform. 2020 May 29;7(1):6. doi: 10.1186/s40708-020-00107-z.
Brain Inform. 2020.
PMID: 32472244
Free PMC article.
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Knowledge discovery and computer-based decision support in biomedicine.
Soda P, Pechenizkiy M, Tortorella F, Tsymbal A.
Soda P, et al. Among authors: pechenizkiy m.
Artif Intell Med. 2010 Sep;50(1):1-2. doi: 10.1016/j.artmed.2010.06.001. Epub 2010 Jul 7.
Artif Intell Med. 2010.
PMID: 20615677
No abstract available.
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Local dimensionality reduction and supervised learning within natural clusters for biomedical data analysis.
Pechenizkiy M, Tsymbal A, Puuronen S.
Pechenizkiy M, et al.
IEEE Trans Inf Technol Biomed. 2006 Jul;10(3):533-9. doi: 10.1109/titb.2006.875654.
IEEE Trans Inf Technol Biomed. 2006.
PMID: 16871722
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