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Oxana Ye. Rodionova

Russian Academy of Sciences

31H-index
135Paper Count
3.9KCitation Count
Published Papers 59
Publication Date
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Mislabeling (label noise) – an often overlooked issue in chemometrics
errAnalytica Chimica Acta
IF6
err2026-09-04
err0
PREAI
errA.L. Pomerantsev; O.Ye. Rodionova
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Multimodal AI-based modeling of glaucoma progression: a 3PM-guided approach integrating structural, functional, and vascular patterns
errEPMA Journal
IF5.9
err2025-11-06
err0
errOAAI
errNatalia I. Kurysheva; Oxana Ye. Rodionova; Alexey L. Pomerantsev; Saina I. Ponomareva; Olga Golubnitschaja
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errSave
Multiclass Partial Least Squares Discriminant Analysis: Taking New Ways-A Perspective
errJOURNAL OF CHEMOMETRICS
IF2.1
err2025-11-01
err0
PREAI
errRodionova, O. Ye.; Pomerantsev, A. l.
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Subset selection: Breaking the vicious circle
errMicrochemical Journal
IF5.1
err2025-08-18
err0
PREAI
errA.L. Pomerantsev; O.Ye. Rodionova
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A new method for soft probabilistic discrimination of ranked classes
errMICROCHEMICAL JOURNAL
IF5.1
err2025-05-01
err0
PREAI
errPomerantsev, A. L.; Rodionova, O. Ye.
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errSave
Authentication of Argentinean extra-virgin olive oils using three-way fluorescence and two-way near-infrared data fused with multi-block DD-SIMCA
errFOOD CHEMISTRY
IF9.8
err2025-01-01
err0
PREAI
errLozano, Valeria A.; Carvelo, Ana M. Jimenez; Olivieri, Alejandro C.; Kucheryavskiy, Sergey, V; Rodionova, Oxana Ye.; Pomerantsev, Alexey L.
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errSave
Selectivity in Nontargeted Qualitative Analysis
errANALYTICA CHIMICA ACTA
IF6
err2024-12-01
err0
PREAI
errPomerantsev, A. L.; Rodionova, O. Ye.
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Chemometrics as an efficient tool for food authentication: Golden pillars for building reliable models
errTRENDS IN FOOD SCIENCE & TECHNOLOGY
IF15.4
err2024-05-01
err13
errOAAI
errRodionova, Oxana Ye.; Oliveri, Paolo; Malegori, Cristina; Pomerantsev, Alexey L.
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Data-Driven Version of Multiway Soft Independent Modeling of Class Analogy (N-Way DD-SIMCA): Theory and Application
errANALYTICAL CHEMISTRY
IF6.7
err2024-03-12
err1
PREAI
errPagani, Ariana P.; Camargo, Gonzalo; Ibanez, Gabriela A.; Olivieri, Alejandro C.; Pomerantsev, Alexey L.; Rodionova, Oxana Ye
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Limit of detection in qualitative analysis: Classification Analytical Signal approach
errMICROCHEMICAL JOURNAL
IF5.1
err2023-12-01
err6
PREAI
errPomerantsev, Alexey L.; Vtyurina, Daria N.; Rodionova, Oxana Ye.
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errSave
Machine learning-couched treatment algorithms tailored to individualized profile of patients with primary anterior chamber angle closure predisposed to the glaucomatous optic neuropathy
errEPMA JOURNAL
IF5.9
err2023-08-17
err11
errOAAI
errKurysheva, Natalia I.; Rodionova, Oxana Y.; Pomerantsev, Alexey L.; Sharova, Galina A.; Golubnitschaja, Olga
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Comparative study of predictors of hypotensive efficacy of laser peripheral iridotomy and lensectomy in patients with primary anterior chamber angle closure based on machine learning methods
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2023-08-01
err2
PREAI
errKurysheva, N. I.; Rodionova, O. Ye.; Pomerantsev, A. L.; Sharova, G. A.
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errSave
Multi-block DD-SIMCA as a high-level data fusion tool
errANALYTICA CHIMICA ACTA
IF6
err2023-07-01
err12
PREAI
errRodionova, O.; Pomerantsev, A.
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errSave
Subset selection using Combined Analytical Signal
errMICROCHEMICAL JOURNAL
IF5.1
err2023-07-01
err4
PREAI
errPomerantsev, A. L.; Rodionova, O. Ye.
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errSave
Procrustes cross-validation of multivariate regression models
errANALYTICA CHIMICA ACTA
IF6
err2023-05-01
err10
errOAAI
errKucheryavskiy, Sergey; Rodionova, Oxana; Pomerantsev, Alexey
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errSave
Expanding the DD-SIMCA concept: A case study of precision medicine
errANALYTICA CHIMICA ACTA
IF6
err2023-04-01
err10
PREAI
errRodionova, O.; Kurysheva, N.; Sharova, G.; Pomerantsev, A.
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errSave
Kinetic Model of Diclofenac Degradation Developed Using Multivariate Curve Resolution Method
errMOLECULES
IF4.6
err2022-11-15
err0
errOAAI
errRodionova, Oxana Ye; Pomerantsev, Alexey L.; Rutledge, Douglas N.
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Monitoring of the natural aging of Diclofenac tablets, NIR and MIR-ATR spectroscopy coupled with chemometrics data analysis
errJOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS
IF3.1
err2022-09-01
err3
PREAI
errRodionova, O. Ye.; Titova, A. V.; Godin, F. Y.; Balyklova, K. S.; Pomerantsev, A. L.; Rutledge, D. N.
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Aerosol Dry Printing for SERS and Photoluminescence-Active Gold Nanostructures Preparation for Detection of Traces in Dye Mixtures
errNANOMATERIALS
IF4.3
err2022-01-28
err10
errOAAI
errIvanov, Victor; Lizunova, Anna; Rodionova, Oxana; Kostrov, Andrei; Kornyushin, Denis; Aybush, Arseniy; Golodyayeva, Arina; Efimov, Alexey; Nadtochenko, Victor
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New trends in qualitative analysis: Performance, optimization, and validation of multi-class and soft models
errTRAC-TRENDS IN ANALYTICAL CHEMISTRY
IF12
err2021-10-01
err38
PREAI
errPomerantsev, Alexey L.; Rodionova, Oxana Ye.
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Research Directions

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Co-authors
Cooperation Journals
A
Adriano G. Cruz
H-index: 90 · Papers: 614
R
Romá Tauler
H-index: 78 · Papers: 612
D
Daniel Granato
H-index: 78 · Papers: 430
F
Federico Marini
H-index: 60 · Papers: 392
P
Paul Geladi
H-index: 58 · Papers: 306
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