Igor Melnykov

Igor Melnykov

University of Minnesota-Twin Cities

H-index: 5

North America-United States

About Igor Melnykov

Igor Melnykov, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at University of Minnesota-Twin Cities, specializes in the field of Cluster analysis, classification, multiple hypothesis testing.

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

On Model-Based Clustering of Directional Data with Heavy Tails

Field-based selenium partitioning coefficients, trophic transfer factors, and otolith time-series analyses for a walleye community from an ecotonal plains reservoir, Colorado. III.

Long-Tail Theory under Gaussian Mixtures

Trace elements in walleye tissues and dietary components from an impoundment located downstream of the Leadville Mining District, Colorado, II: Cu, Zn, As, Cd, and Pb

Semi-supervised clustering of time-dependent categorical sequences with application to discovering education-based life patterns

Prediction of daily photovoltaic energy production using weather data and regression

Differential bioaccumulation of mercury and selenium in stomach contents and tissues of three Colorado, USA, cutthroat trout populations

Session 4-Advances in Probabilistic Modeling for Machine Learning: An Approach to Initializing the EM Algorithm in Gaussian Mixtures with an Unknown Number of Components

Igor Melnykov Information

University

Position

Assistant Professor Department of Mathematics and Statistics

Citations(all)

345

Citations(since 2020)

196

Cited By

248

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

5

i10Index(since 2020)

4

Email

University Profile Page

University of Minnesota-Twin Cities

Google Scholar

View Google Scholar Profile

Igor Melnykov Skills & Research Interests

Cluster analysis

classification

multiple hypothesis testing

Top articles of Igor Melnykov

Title

Journal

Author(s)

Publication Date

On Model-Based Clustering of Directional Data with Heavy Tails

Journal of Classification

Yingying Zhang

Volodymyr Melnykov

Igor Melnykov

2023/11

Field-based selenium partitioning coefficients, trophic transfer factors, and otolith time-series analyses for a walleye community from an ecotonal plains reservoir, Colorado. III.

Western North American Naturalist

Scott J Herrmann

R Nimmo Del Wayne

Lynn M Herrmann-Hoesing

Igor V Melnykov

Norman M Halden

2023/10

Long-Tail Theory under Gaussian Mixtures

Arman Bolatov

Maxat Tezekbayev

Igor Melnykov

Artur Pak

Vassilina Nikoulina

...

2023

Trace elements in walleye tissues and dietary components from an impoundment located downstream of the Leadville Mining District, Colorado, II: Cu, Zn, As, Cd, and Pb

Western North American Naturalist

R Nimmo Del Wayne

Scott J Herrmann

Igor V Melnykov

2022/7

Semi-supervised clustering of time-dependent categorical sequences with application to discovering education-based life patterns

Statistical Modelling

Yingying Zhang

Volodymyr Melnykov

Igor Melnykov

2022/10

Prediction of daily photovoltaic energy production using weather data and regression

Journal of Solar Energy Engineering

Hüseyin Sarper

Igor Melnykov

Lee Anne Martínez

2021/12/1

Differential bioaccumulation of mercury and selenium in stomach contents and tissues of three Colorado, USA, cutthroat trout populations

Bulletin of Environmental Contamination and Toxicology

Scott J Herrmann

Del Wayne R Nimmo

James S Carsella

Igor V Melnykov

Christopher M Kennedy

...

2020/5

Session 4-Advances in Probabilistic Modeling for Machine Learning: An Approach to Initializing the EM Algorithm in Gaussian Mixtures with an Unknown Number of Components

Igor Melnykov

2020

Substance use during pregnancy: impact on Colorado community hospital

Journal of Cannabis Research

Jacinda Heintzelman

Lisa Persons

Igor Melnykov

2020/12

A note on the formal implementation of the K-means algorithm with hard positive and negative constraints

Journal of Classification

Igor Melnykov

Volodymyr Melnykov

2020/10

Variable uptake of selenium: exposing bryophytes in situ to a Se-gradient watershed

Western North American Naturalist

R Nimmo Del Wayne

Scott J Herrmann

James S Carsella

Igor V Melnykov

2020/7

See List of Professors in Igor Melnykov University(University of Minnesota-Twin Cities)