Loading [MathJax]/jax/output/SVG/config.js
Artificial Intelligence and Decision Making
RUS  ENG    JOURNALS   PEOPLE   ORGANISATIONS   CONFERENCES   SEMINARS   VIDEO LIBRARY   PACKAGE AMSBIB  
General information
Latest issue
Archive
Guidelines for authors

Search papers
Search references

RSS
Latest issue
Current issues
Archive issues
What is RSS



Artificial Intelligence and Decision Making:
Year:
Volume:
Issue:
Page:
Find






Personal entry:
Login:
Password:
Save password
Enter
Forgotten password?
Register


Artificial Intelligence and Decision Making, 2012, Issue 1, Pages 81–89 (Mi iipr424)  

This article is cited in 18 scientific papers (total in 18 papers)

Data analysis

Distances, metrics and data clustering

M. V. Khachumov

Peoples' Friendship University of Russia, Moscow
Abstract: The review of some metrics for the decision of classification and data clustering problems is given. Definitions and theorems are given. Questions of initial clusters allocation optimization are considered. Experiments on uniform placing clusters in a problem of the direct-sales representative are made.
Keywords: metrics, data clustering, classification, initial clusters allocation, experiments.
English version:
Scientific and Technical Information Processing, 2012, Volume 39, Issue 6, Pages 310–316
DOI: https://doi.org/10.3103/S0147688212060020
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: M. V. Khachumov, “Distances, metrics and data clustering”, Artificial Intelligence and Decision Making, 2012, no. 1, 81–89; Scientific and Technical Information Processing, 39:6 (2012), 310–316
Citation in format AMSBIB
\Bibitem{Kha12}
\by M.~V.~Khachumov
\paper Distances, metrics and data clustering
\jour Artificial Intelligence and Decision Making
\yr 2012
\issue 1
\pages 81--89
\mathnet{http://mi.mathnet.ru/iipr424}
\elib{https://elibrary.ru/item.asp?id=18931132}
\transl
\jour Scientific and Technical Information Processing
\yr 2012
\vol 39
\issue 6
\pages 310--316
\crossref{https://doi.org/10.3103/S0147688212060020}
Linking options:
  • https://www.mathnet.ru/eng/iipr424
  • https://www.mathnet.ru/eng/iipr/y2012/i1/p81
  • This publication is cited in the following 18 articles:
    1. E. I. Korytkin, G. M. Mitrofanov, A. M. Kamashev, “Machine learning methods in seismic facies analysis problems”, Russian Journal of geophysical technologies, 2025, no. 4, 50  crossref
    2. Nikolay Abramov, Yulia Emelyanova, Vitaly Fralenko, Vyacheslav Khachumov, Mikhail Khachumov, Maria Shustova, Alexander Talalaev, “Intelligent Methods for Forest Fire Detection Using Unmanned Aerial Vehicles”, Fire, 7:3 (2024), 89  crossref
    3. Tatiana Ledeneva, Tatiana Moiseeva, 2023 5th International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA), 2023, 175  crossref
    4. Mikhail Khachumov, 2023 IEEE Ural-Siberian Conference on Biomedical Engineering, Radioelectronics and Information Technology (USBEREIT), 2023, 258  crossref
    5. M. V. Khachumov, V. M. Khachumov, A. K. Kovalev, A. I. Panov, “Pattern-Recognition Tools and Their Applications”, Pattern Recognit. Image Anal., 33:1 (2023), 28  crossref
    6. Mikhail Khachumov, Alexander Talalaev, Alexander Pankratov, 2022 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM), 2022, 795  crossref
    7. M Gao, Zh Ma, N L Rezova, G Sh Shkaberina, L A Kazakovtsev, “Approach to text data clustering based on molecular chemical reactions in agricultural and food industries”, IOP Conf. Ser.: Earth Environ. Sci., 1112:1 (2022), 012056  crossref
    8. Adeiza James Onumanyi, Daisy Nkele Molokomme, Sherrin John Isaac, Adnan M. Abu-Mahfouz, “AutoElbow: An Automatic Elbow Detection Method for Estimating the Number of Clusters in a Dataset”, Applied Sciences, 12:15 (2022), 7515  crossref
    9. Martin T Swain, Martin Vickers, “Interpreting alignment-free sequence comparison: what makes a score a good score?”, NAR Genomics and Bioinformatics, 4:3 (2022)  crossref
    10. Lev Kazakovtsev, Ivan Rozhnov, Guzel Shkaberina, “Self-Configuring (1 + 1)-Evolutionary Algorithm for the Continuous p-Median Problem with Agglomerative Mutation”, Algorithms, 14:5 (2021), 130  crossref
    11. Khachumov Mikhail Vyacheslavovich, Khachumov Vyacheslav Mikhailovich, Shustova Maria Veniaminovna, 2021 International Conference on Information Technology and Nanotechnology (ITNT), 2021, 1  crossref
    12. Yulia Emelyanova, Vyacheslav Khachumov, 2020 IEEE International Conference on Progress in Informatics and Computing (PIC), 2020, 219  crossref
    13. N. V. Kiselnikova, E. A. Kuminskaya, A. V. Latyshev, V. P. Fralenko, M. V. Khachumov, “Tools for the analysis of the depressed state and personality traits of a person”, Program Systems: Theory and Applications, 10:3 (2019), 129–159  mathnet  mathnet  crossref
    14. V. P. Fralenko, Yu. G. Emel'yanova, O. G. Shishkin, A. E. Liseitsev, “Intellectual support of processes of control and diagnostics of space subsystems”, Program Systems: Theory and Applications, 10:4 (2019), 25–75  mathnet  mathnet  crossref
    15. Vyacheslav Mikhailovich Khachumov, Mikhail Vyacheslavovich Khachumov, 2019 IEEE XXVIII International Scientific Conference Electronics (ET), 2019, 1  crossref
    16. Olga Anokhina, Vitaly Fralenko, Mikhail Khachumov, Vyacheslav Khachumov, Maria Shustova, 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2018, 1445  crossref
    17. Mikhail Khachumov, Vyacheslav Khachumov, A. Ronzhin, V. Shishlakov, “The model of UAV formation based on the uniform allocation of points on the sphere”, MATEC Web Conf., 161 (2018), 03022  crossref
    18. Sabine Matallana-Surget, Johannes Werner, Ruddy Wattiez, Karine Lebaron, Laurent Intertaglia, Callum Regan, James Morris, Hanno Teeling, Manuel Ferrer, Peter N. Golyshin, Dimitrios Gerogiorgis, Simon I. Reilly, Philippe Lebaron, “Proteogenomic Analysis of Epibacterium Mobile BBCC367, a Relevant Marine Bacterium Isolated From the South Pacific Ocean”, Front. Microbiol., 9 (2018)  crossref
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Artificial Intelligence and Decision Making
    Statistics & downloads:
    Abstract page:80
    Full-text PDF :52
    References:1
     
      Contact us:
     Terms of Use  Registration to the website  Logotypes © Steklov Mathematical Institute RAS, 2025