Concepedia

Igor Melnykov

IM

4

Publications

234

Citations

4

H-Index

2011

Active since

Affiliations

Colorado State University Pueblo(Current)

University of Alabama

Igor Melnykov is an author at Colorado State University Pueblo specializing in engineering, pattern recognition, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningPattern RecognitionGeographyData MiningForecastingSolar PowerLocalizationEarth Science

Publications per year

2011–2021

4

Publications

4

Initializing the EM algorithm in Gaussian mixture models with an unknown number of components

Volodymyr Melnykov, Igor Melnykov · Computational Statistics & Data Analysis · 2011 · 123 citations

Em Algorithm, Mixture Distribution, Engineering +8

On -means algorithm with the use of Mahalanobis distances

Igor Melnykov, Volodymyr Melnykov · Statistics & Probability Letters · 2013 · 65 citations

Engineering, Geometric Algorithm, Pattern Recognition +4

Semi-supervised model-based clustering with positive and negative constraints

Volodymyr Melnykov, Igor Melnykov, Semhar Michael · Advances in Data Analysis and Classification · 2015 · 35 citations

Document Clustering, Engineering, Machine Learning +6

Prediction of Daily Photovoltaic Energy Production Using Weather Data and Regression

Hüseyin Sarper, Igor Melnykov, Lee Anne Martínez · Journal of Solar Energy Engineering · 2021 · 11 citations

Engineering, Energy Conversion, Climate Modeling +17

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