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1
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Nedel'ko V.M.
Distillation of Knowledge in Boosting Models
Pattern Recognition and Image Analysis. 2025.
V.35. N3. P.313-318. DOI: 10.1134/S1054661825700221
WOS
Scopus
РИНЦ
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2
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Nedel'ko V.
Using the Out-Of-Bag Model in the Cross-Validation Procedure
Pattern Recognition and Image Analysis. 2024.
V.34. N4. P.1172-1176. DOI: 10.1134/S1054661824701232
WOS
Scopus
РИНЦ
OpenAlex
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3
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Nedel`ko V.M.
On the Properties of Bias-Variance Decomposition for kNN Regression
Известия Иркутского государственного университета. Серия: Математика (Bulletin of Irkutsk State University. Series Mathematics). 2023.
V.43. P.110-121. DOI: 10.26516/1997-7670.2023.43.110
WOS
РИНЦ
OpenAlex
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4
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Nedel'ko V.
On the Accuracy of Cross-Validation in the Classification Problem [О точности оценок скользящего экзамена в задаче классификации]
Известия Иркутского государственного университета. Серия: Математика (Bulletin of Irkutsk State University. Series Mathematics). 2021.
V.38. P.84-95. DOI: 10.26516/1997-7670.2021.38.84
WOS
Scopus
OpenAlex
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5
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Kovynev I.B.
, Titov S.E.
, Ruzankin P.S.
, Agakishiev M.M.
, Veryaskina Y.A.
, Nedel’ko V.M.
, Pospelova T.I.
, Zhimulev I.F.
Profiling 25 Bone Marrow microRNAs in Acute Leukemias and Secondary Nonleukemic Hematopoietic Conditions
Biomedicines. 2020.
V.8. N12. 607
. DOI: 10.3390/biomedicines8120607
WOS
Scopus
OpenAlex
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6
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Nedel’ko V.M.
On decompositions of decision function quality measure [О разложениях критериев качества решающих функций]
Известия Иркутского государственного университета. Серия: Математика (Bulletin of Irkutsk State University. Series Mathematics). 2020.
V.33. P.64-79. DOI: 10.26516/1997-7670.2020.33.64
WOS
Scopus
OpenAlex
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7
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Nedel'ko V.
, Kozinets R.
, Tulupov A.
, Berikov V.
Comparative Analysis of Deep Neural Network and Texture-Based Classifiers for Recognition of Acute Stroke using Non-Contrast CT Images
In compilation
Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology.
– IEEE.,
2020.
– C.376-379. DOI: 10.1109/USBEREIT48449.2020.9117784
Scopus
OpenAlex
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8
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Korbolina E.
, Bryzgalov L.
, Postovalov S.
, Nedelko V.
, Berikov V.
, Merkulova T.
Accessing the impact of functional variants on human phenotypes by transcriptome analysis in individuals carrying different rSNP alleles
In compilation
Proceedings - 2020 Cognitive Sciences, Genomics and Bioinformatics, CSGB 2020.
– IEEE.,
2020.
– C.10-13. DOI: 10.1109/CSGB51356.2020.9214706
Scopus
OpenAlex
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9
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Nedel’ko V.M.
Statistical Fitting Criterion on the Basis of Cross-Validation Estimation
Pattern Recognition and Image Analysis. 2018.
V.28. N3. P.510-515. DOI: 10.1134/S1054661818030148
Scopus
OpenAlex
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10
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Неделько В.М.
О максимизации критерия квадратичного взвешенного каппа
Известия Иркутского государственного университета. Серия: Математика (Bulletin of Irkutsk State University. Series Mathematics). 2018.
Т.23. С.36-45. DOI: 10.26516/1997-7670.2018.23.36
WOS
OpenAlex
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