---
abstract: Review of the Group Method of Data Handling approach
altloc:
  - http://www.gmdh.net/articles/index.html
  - http://www.gmdh.net/articles/new/art_AG.pdf
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creators_name:
  - family: Ivakhnenko
    given: A.G.
    honourific: ''
    lineage: ''
date: 2002-08
date_type: published
datestamp: 2002-09-17
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dir: disk0/00/00/24/65
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editors_id: []
editors_name:
  - family: Ivakhnenko
    given: Alexey
    honourific: Prof.
    lineage: ''
  - family: Vasyliev
    given: V.I.
    honourific: Prof.
    lineage: ''
  - family: Kostyuk
    given: V.I.
    honourific: Prof.
    lineage: ''
eprint_status: archive
eprintid: 2465
fileinfo: /style/images/fileicons/application_pdf.png;/2465/1/art_AG.pdf
full_text_status: public
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ispublished: pub
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keywords: 'data,mining,neural,gmdh,forecasting,fuzzy,free,book,articles,network,pdf,time-series,time,and,analysis,systems,networks,algorithms,software,algorithm,stock,net,method,programing,system,source,group,code,identification,genetic,for,using,prediction,free,posters,handling,portfolio,demo,polynomial,learning,inductive,application,trading,selforganizing,economic,book,pascal,files,medical,powerpoint,with,about,market'
lastmod: 2011-03-11 08:55:00
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note: The ccentral deposit of the articles devoted to GMDH approach
number: 4
pagerange: ~
pubdom: TRUE
publication: Soviet Journal of Automation and Information Sciences
publisher: Wiley & sons
refereed: FALSE
referencetext: |-
  1.Self-organizing Method of Modeling:GMDH-type Algorithms.Stanley Farlow,Marcel Dekker,
  Inc.,New York,Basel,1986.
  2.On Prof.D.Gabor's paper Prospects of Planning,Avtomatika,No.2,pp.89-90,1972.
  3.Ivakhnenko,A.G.and L.M.Boychuk.Integral invariants in the problem of modeling multi-
  dimensional linear dynamic systems,Avtomatika,No.5,pp.42-46,1984.
  4.Ivakhnenko,A.G.,G.I.Krotov and Yu.V.Kostenko.Self-organization of tensor models
  (the example of modeling the hydrochemical system of reservoirs),Avtomatika,No.6,pp.
  17-22,1988.
  5.Eykhoff,P.Parameter estimation and structural identification,Avtomatika,No.6,pp.
  21-37,1987.
  6.Koval'chuk,P.I.and E.S.Lakhno.Prediction and Optimization of the Sanitary State of
  the Environment,Vyssh.shk.,Kiev,1988.
  7.Ivakhnenko,A.G.and Yu.P.Yurachkovskiy.Modeling of Complex Systems from Experimental
  Data.Radio i svyaz',Moscow,1987.
  8.Shelud'ko,0.I.An GMDH algorithm with orthogonalized complete description for synthesiz-
  ing models from the results of a planned experiment.Avtomatika,No.5,pp.32-42,1974.
  9.Kocherga,Yu.L.and F.Abdullayev.Minimax parameters estimation in linear regression
  for a J-optimal prediction.Avtomatika,No,1,pp.22-28,1989.
  10.Ivakhnenko,A.G.,et al.Non-parametric prediction GMDH models,Part 3.Avtomatika,No.
  3,pp.3-10,1989.
  11.Ivakhnenko,A.G.,V.V.Osipenko and T.I.Strokova.Self-organization of standard-struc-
  ture correlative predicting models.Avtomatika,No.2,pp.7-13,1982.
  12.Ivakhnenko,A.G.and V.V.Osipenko.An algorithm for inverse transformation of probabil-
  ity characteristics in a deterministic prediction.Avtomatika,No.2,pp.7-15,1982.
  13.Ivakhnenko,A.G.,V.V.Osipenko and T.I.Strokova.Predicting two-dimensional physical
  fields using the inverse transform of the transition probabilities matrix.Avtomatika,
  No.4,pp.12-20,1983.
  14.Ikhara,D.About the uniqueness of model choice by the balance of variables criterion.
  Avtomatika,No.1,pp.86-88,1976.
  15.Handbook of Standard Modeling Programs.Tekhnika,Kiev,1980.
  16.Nalimov,V.V.Analysis of the fundamentals of ecological prediction.Man and Nature,No.
  8,pp.31-47,1983.
  17.Marchuk,G.M.Computational Methods of Weather Forecasting.Gidrometlzdat,Leningrad,
  1967.
  18.Otnes,T.and A.Ipokson.Applied Analysis of Time Series,Mir,Moscow,1982.
relation_type: []
relation_uri: []
reportno: ~
rev_number: 12
series: ~
source: ~
status_changed: 2007-09-12 16:44:59
subjects:
  - comp-sci-stat-model
  - comp-sci-mach-dynam-sys
  - comp-neuro-sci
  - comp-sci-mach-learn
  - comp-sci-complex-theory
  - comp-sci-neural-nets
  - comp-sci-art-intel
succeeds: ~
suggestions: ~
sword_depositor: ~
sword_slug: ~
thesistype: ~
title: 'Sorting Methods in Self-Organization of Models and Clusterizations (Review of New Basic Ideas) - Iterative (Multirow) Polynomial GMDH Algorithms'
type: journale
userid: 3431
volume: 22
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