Dmitriy Klyushin

According to our database, Dmitriy Klyushin authored at least 24 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

2024

Influence of chaos on activation functions in Hopfield networks.

Dmitriy Klyushin, Oleksandr Maistrenko

Proceedings of the Modern Machine Learning Technologies Workshop (MoMLeT 2024), 2024

2023

Locating Changepoints in Multidimensional Time Series Using Non-Parametric Methods.

Dmitriy Klyushin, Andrii Urazovskyi

Proceedings of the Modern Machine Learning Technologies and Data Science Workshop (MoMLeT&DS 2023), 2023

New Formalism for Statistical Similarity Based XAI.

Dmitriy Klyushin

Proceedings of the Selected Papers of the X International Scientific Conference "Information Technology and Implementation" (IT&I-2023). Conference Proceedings, Kyiv, Ukraine, November 20, 2023

2022

Nonparametric method for estimation of forecasting models using small samples.

Dmitriy Klyushin

Proceedings of the Modern Machine Learning Technologies and Data Science Workshop MoMLeT&DS 2022, 2022

Nonparametric Change Point Detection in Time Series Using Dempster-Hill procedure.

Dmitriy Klyushin, Irina Martynenko

Proceedings of the Selected Papers of the IX International Scientific Conference "Information Technology and Implementation" (IT&I-2022). Conference Proceedings Kyiv, Ukraine, November 30, 2022

Simple nonparametric tests for change point detection in time series.

Dmitriy Klyushin

Proceedings of the 17th IEEE International Conference on Computer Sciences and Information Technologies, 2022

Non-Parametric Methods of Finding Changepoints in Multidimensional Time Series.

Dmitriy Klyushin, Andrii Urazovskyi

Proceedings of the 3rd International Workshop on Computational & Information Technologies for Risk-Informed Systems (CITRisk 2022) co-located with XXII International scientific and technical conference on Information Technologies in Education and Management (ІТЕМ 2022), 2022

2021

Nonparametric Test for Change Point Detection in Time Series.

Dmitriy Klyushin, Irina Martynenko

Proceedings of the Modern Machine Learning Technologies and Data Science Workshop. Proc. 3rd International Workshop (MoMLeT&DS 2021). Volume I: Main Conference, 2021

Statistical and Geometrical Approaches to Homogeneity Testing.

Dmitriy Klyushin, Kateryna Golubeva

Proceedings of the Selected Papers of the VIII International Scientific Conference "Information Technology and Implementation" (IT&I-2021). Conference Proceedings, 2021

Novel Nonparametric Test for Comparing Machine Learning Models for COVID-19 Outbreak Prediction.

Dmitriy Klyushin, Kateryna Golubeva

Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021

Homogeneity hypothesis in discriminant analysis.

Dmitriy Klyushin

Proceedings of The Fourth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2021), 2021

Novel test for survival data analysis of cancer patients (short paper).

Dmitriy Klyushin, Pavel Yakovlev

Proceedings of the 2nd International Workshop on Computational & Information Technologies for Risk-Informed Systems (CITRisk 2021) co-located with XXI International Conference on Information Technologies in Education and Management (ITEM 2021), 2021

2020

Randomness: Old and New Ideas.

Dmitriy Klyushin

Proceedings of the Selected Papers of the 7th International Conference "Information Technology and Interactions" (IT&I-2020). Conferece Proceedings, 2020

Nonparametric Test for Change-Point Detection in Data Stream.

Dmitriy Klyushin, Irina Martynenko

Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020

Novel Nonparametric Test for Homogeneity and Change-Point Detection in Data Stream.

Dmitriy Klyushin, Irina Martynenko

DSMP (Selected Papers), 2020

2009

Determining the Risk Degree in the Diagnosis of Breast Cancer Using Averaged P-Statistics.

Roman Andrushkiw, N. V. Boroday, K. N. Golubeva, Dmitry Klyushin, Yuriy Petunin

Proceedings of the International Conference on Bioinformatics & Computational Biology, 2009

2008

Correlation Algorithm for Cytogenetic Method of Breast Cancer Diagnosis.

Roman Andrushkiw, Yuriy Petunin, Dmitry Klyushin, Yulia Lozovskaya, Andrey Romanov

Proceedings of the International Conference on Bioinformatics & Computational Biology, 2008

Combined Correlation-Proximity Test for Breast Cancer and Fibroadenomatosis.

Roman Andrushkiw, Dmitry Klyushin, Lyudmila Ostapchenko, Yuriy Petunin, Ivan Sirenko, Natalya Boroday

Proceedings of the International Conference on Bioinformatics & Computational Biology, 2008

2007

Nonparametric Tests of Unimodality.

Roman Andrushkiw, Yuriy Petunin, Dmitry Klyushin

Proceedings of the 2007 International Conference on Scientific Computing, 2007

2006

Computer-Aided Cytogenetic Method of Breast Cancer Diagnosis, Part II - Test Criteria.

Roman Andrushkiw, Dmitry Klyushin, Ekaterina Golubeva, Mikhail Pokoyoviy, Andrey Romanov

Proceedings of the 2006 International Conference on Bioinformatics & Computational Biology, 2006

2004

Diagnosis of Colon Cancer and Cancer of the Esophagus Based on Blood Mechanoemisison.

V. E. Orel, Dmitry Klyushin, A. V. Romanov, Yuriy Petunin, Roman Andrushkiw

Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Scienes, 2004

Retrospective Cohort Investigation of Risk Factors in Breast Cancer.

N. V. Boroday, Dmitry Klyushin, Yuriy Petunin, O. Lyakhovka, F. Miropolska, Roman Andrushkiw

Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Scienes, 2004

2003

Stratification of General Populations and its Applications for Analysis of Resistant Tumour Cells.

Roman Andrushkiw, Dmitry Klyushin, Yuriy Petunin, A. German, M. Yu Savkina

Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Scienes, 2003

Construction of the Bulk of General Population in the Case of Exchangeable Sample Values.

Roman Andrushkiw, Dmitry Klyushin, V. N. Lysyuk, Yuriy Petunin

Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Scienes, 2003