Irakli Javakhishvili

Academic Doctor of Science

Vladimer Chavchanidze Institute of Cybernetics of the Georgian Technical University

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Comparison of theories of molecular orbitals and valence bonds and probability statements about rotation-non rotation of electrons around the nucleusKhidesheli G., Javakhishvili I.articleGeorgian Chemical Journal 19 (1) 2019 ISSN 1512–0686 GeorgianState Targeted Program
Some teaching methods for pattern recognition systemsJavakhishvili I.articleAUTOMATED CONTROL SYSTEMS. 2017წ. N1(23). ISSN 1512-3979 https://gtu.ge/Journals/mas/Referat/ASU-2017(1_23)/37_42.pdfGeorgianState Targeted Program
Simplex method in pattern recognitionJavakhishvili I.articleAUTOMATED CONTROL SYSTEMS. 2010წ. N1(8). ISSN 1512-3979 EnglishState Targeted Program
Cyclic Random Process Models Using Regression Analysis and Structural EquationsR. Tkhinvaleli, I. Javakhishvili, A. Kvitashvili articleYearly Report of the Institute of Cybernetics. 2006წ. p. 26. EnglishState Targeted Program
 Electricity Demand Prognosis by Neuron NetworksR. Tkhinvaleli, I. Javakhishvili, A. Kvitashvili articleBulletin of the Georgian Academy of sciences 2005, v.171,n.3.,pp.433 - 436.0.27 ISSN - 0132 - 1447 EnglishState Targeted Program
 Minimum order of the polynomial dividing points situated on sphereI. Javakhishvili, A. Kvitashvili articleBulletin of the Georgian Academy of Sciences. 2004, vol 169, N2.0.27 ISSN - 0132 - 1447 EnglishState Targeted Program
3D Pattern Recognition Neuron Network with a Preliminary holographic Transform operationI. Javakhishvili, A. Kvitashvili, R. Tkhinvaleli,articleProc.Conf.Systems, Cubernetics and Informatics,Orlando,USA, 2003 EnglishState Targeted Program

Doctoral Thesis Referee

Master Theses Supervisor

Doctoral Thesis Supervisor/Co-supervisor

Scientific editor of monographs in foreign languages

Scientific editor of a monograph in Georgian

Editor-in-Chief of a peer-reviewed or professional journal / proceedings

Review of a scientific professional journal / proceedings

Member of the editorial board of a peer-reviewed scientific or professional journal / proceedings

Participation in a project / grant funded by an international organization

Participation in a project / grant funded from the state budget


Application of contemporary statistical, econometric and artificial neuron network models to forecasting of macroeconomic indicators of GeorgiaShota Rustaveli national scientific foundation of Georgia 01.03.2009წ. – 29.02 .2012წ.Key Personnel

Patent authorship

Membership of the Georgian National Academy of Science or Georgian Academy of Agricultural Sciences

Membership of an international professional organization

Membership of the Conference Organizing / Program Committee

National Award / Sectoral Award, Order, Medal, etc.

Honorary title

Monograph

Handbook

Research articles in high impact factor and local Scientific Journals


 Minimum order of the polynomial dividing points situated on sphere, 2004, Bulletin of the Georgian Academy of Sciences, vol 169, N2.State Target Program

The methods of algebraic geometry make it possible to determine the lower order of polynomial that separates two sets of points using Lagrange-Jacobian theorem. In the present paper, for simplicity we consider sets of points situated in the area of a certain closeness to the sphere

http://science.org.ge/old/moambe/New/pub15/169_2/169_2.html
 Electricity Demand Prognosis by Neuron Networks, 2005, Bulletin of the Georgian Academy of sciences,  v.171,n.3.,pp.433 - 436.State Target Program

The presented Artificial Neuron Network is oriented to make such a time series forecast as it is electricity purchase, selling and loss. The way of an ANN,s model building is considered based on multiple cyclic iterative procedure to minimize the Root Mean Squared (RMS)

http://science.org.ge/old/moambe/New/pub15/171_3/171_3.htm

Publication in Scientific Conference Proceedings Indexed in Web of Science and Scopus