Valeria Tafintseva

About Valeria Tafintseva

Valeria Tafintseva, With an exceptional h-index of 15 and a recent h-index of 15 (since 2020), a distinguished researcher at Norges miljø- og biovitenskapelige universitet, specializes in the field of data science, machine learning, multivariate data analysis, deep learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Laser-irradiating infrared attenuated total reflection spectroscopy of articular cartilage: Potential and challenges for diagnosing osteoarthritis

Prediction of Deoxynivalenol Contamination in Wheat via Infrared Attenuated Total Reflection Spectroscopy and Multivariate Data Analysis

Characterisation of cartilage damage via fusing mid-infrared, near-infrared, and Raman spectroscopic data

Optimizing extraction solvents for deoxynivalenol analysis in maize via infrared attenuated total reflection spectroscopy and chemometric methods

Raman spectroscopy online monitoring of biomass production, intracellular metabolites and carbon substrates during submerged fermentation of oleaginous and carotenogenic …

Sparse wavelengths data in mid‐infrared spectroscopy: Modelling approaches and channel sampling

Genetic variants associated with two major bovine milk fatty acids offer opportunities to breed for altered milk fat composition

Preclassification of broadband and sparse infrared data by multiplicative signal correction approach

Valeria Tafintseva Information

University

Position

___

Citations(all)

678

Citations(since 2020)

606

Cited By

227

hIndex(all)

15

hIndex(since 2020)

15

i10Index(all)

22

i10Index(since 2020)

20

Email

University Profile Page

Norges miljø- og biovitenskapelige universitet

Google Scholar

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Valeria Tafintseva Skills & Research Interests

data science

machine learning

multivariate data analysis

deep learning

Top articles of Valeria Tafintseva

Title

Journal

Author(s)

Publication Date

Laser-irradiating infrared attenuated total reflection spectroscopy of articular cartilage: Potential and challenges for diagnosing osteoarthritis

Osteoarthritis and Cartilage Open

P Krebs

M Nägele

P Fomina

V Virtanen

E Nippolainen

...

2024/4/4

Prediction of Deoxynivalenol Contamination in Wheat via Infrared Attenuated Total Reflection Spectroscopy and Multivariate Data Analysis

ACS Food Science & Technology

Polina Fomina

Antoni Femenias

Valeria Tafintseva

Stephan Freitag

Michael Sulyok

...

2024/3/25

Characterisation of cartilage damage via fusing mid-infrared, near-infrared, and Raman spectroscopic data

Journal of Personalized Medicine

Rubina Shaikh

Valeria Tafintseva

Ervin Nippolainen

Vesa Virtanen

Johanne Solheim

...

2023/6/24

Optimizing extraction solvents for deoxynivalenol analysis in maize via infrared attenuated total reflection spectroscopy and chemometric methods

Analytical Methods

Antoni Femenias

Polina Fomina

Valeria Tafintseva

Stephan Freitag

Volha Shapaval

...

2023

Raman spectroscopy online monitoring of biomass production, intracellular metabolites and carbon substrates during submerged fermentation of oleaginous and carotenogenic …

Microbial Cell Factories

Simona Dzurendova

Pernille Margrethe Olsen

Dana Byrtusová

Valeria Tafintseva

Volha Shapaval

...

2023/12/18

Sparse wavelengths data in mid‐infrared spectroscopy: Modelling approaches and channel sampling

Journal of Biophotonics

Miriam Aledda

Achim Kohler

Boris Zimmermann

Nageshvar Patel

Volha Shapaval

...

2023/10

Genetic variants associated with two major bovine milk fatty acids offer opportunities to breed for altered milk fat composition

Genetics Selection Evolution

Tim Martin Knutsen

Hanne Gro Olsen

Isaya Appelesy Ketto

Kristil Kindem Sundsaasen

Achim Kohler

...

2022/5/26

Preclassification of broadband and sparse infrared data by multiplicative signal correction approach

Molecules

Hafeez Ur Rehman

Valeria Tafintseva

Boris Zimmermann

Johanne Heitmann Solheim

Vesa Virtanen

...

2022/4/1

The use of constituent spectra and weighting in extended multiplicative signal correction in infrared spectroscopy

Molecules

Johanne Heitmann Solheim

Boris Zimmermann

Valeria Tafintseva

Simona Dzurendová

Volha Shapaval

...

2022/3/15

Deep learning-enabled Inference of 3D molecular absorption distribution of biological cells from IR spectra

Communications Chemistry

Eirik Almklov Magnussen

Boris Zimmermann

Uladzislau Blazhko

Simona Dzurendova

Benjamin Dupuy–Galet

...

2022/12/22

Preprocessing strategies for sparse infrared spectroscopy: a case study on cartilage diagnostics

Molecules

Valeria Tafintseva

Tiril Aurora Lintvedt

Johanne Heitmann Solheim

Boris Zimmermann

Hafeez Ur Rehman

...

2022/1/27

Temperature-and nutrients-induced phenotypic changes of Antarctic green snow bacteria probed by high-throughput FTIR spectroscopy

Biology

Margarita Smirnova

Valeria Tafintseva

Achim Kohler

Uladzislau Miamin

Volha Shapaval

2022/6/9

Infrared spectroscopy is suitable for objective assessment of articular cartilage health

Osteoarthritis and Cartilage Open

V Virtanen

V Tafintseva

R Shaikh

E Nippolainen

J Haas

...

2022/6/1

Correcting replicate variation in spectroscopic data by machine learning and model-based pre-processing

Chemometrics and Intelligent Laboratory Systems

Valeria Tafintseva

Volha Shapaval

Uladzislau Blazhko

Achim Kohler

2021/8/15

A robust metabolomics approach for the evaluation of human embryos from in vitro fertilization

Analyst

Cecilia Beatriz Figoli

Marcelo Garcea

Claudio Bisioli

Valeria Tafintseva

Volha Shapaval

...

2021

Assessment of biotechnologically important filamentous fungal biomass by Fourier transform Raman spectroscopy

International Journal of Molecular Sciences

Simona Dzurendová

Volha Shapaval

Valeria Tafintseva

Achim Kohler

Dana Byrtusová

...

2021/6/23

Infrared fiber optic spectroscopy detects bovine articular cartilage degeneration

Cartilage

Vesa Virtanen

Ervin Nippolainen

Rubina Shaikh

Isaac O Afara

Juha Töyräs

...

2021/12

Exploring dry-film ftir spectroscopy to characterize milk composition and subclinical ketosis throughout a cow’s lactation

Foods

Amira Rachah

Olav Reksen

Valeria Tafintseva

Felicia Judith Marie Stehr

Elling-Olav Rukke

...

2021/8/29

Grayscale representation of infrared microscopy images by extended multiplicative signal correction for registration with histological images

Journal of Biophotonics

Stanislau Trukhan

Valeria Tafintseva

Kristin Tøndel

Frederik Großerueschkamp

Axel Mosig

...

2020/8

Obesity-related metabolome and gut microbiota profiles of juvenile göttingen minipigs—long-term intake of fructose and resistant starch

Metabolites

Mihai V Curtasu

Valeria Tafintseva

Zachary A Bendiks

Maria L Marco

Achim Kohler

...

2020/11/12

See List of Professors in Valeria Tafintseva University(Norges miljø- og biovitenskapelige universitet)

Co-Authors

H-index: 51
Achim Kohler

Achim Kohler

Norges miljø- og biovitenskapelige universitet

H-index: 23
Boris Zimmermann

Boris Zimmermann

Norges miljø- og biovitenskapelige universitet

H-index: 23
Volha Shapaval

Volha Shapaval

Norges miljø- og biovitenskapelige universitet

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