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--- 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 chapter: ~ commentary: ~ commref: ~ confdates: ~ conference: ~ confloc: ~ contact_email: ~ creators_id: [] creators_name: - family: Ivakhnenko given: A.G. honourific: '' lineage: '' date: 2002-08 date_type: published datestamp: 2002-09-17 department: ~ dir: disk0/00/00/24/65 edit_lock_since: ~ edit_lock_until: ~ edit_lock_user: ~ 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 importid: ~ institution: ~ isbn: ~ ispublished: pub issn: ~ item_issues_comment: [] item_issues_count: 0 item_issues_description: [] item_issues_id: [] item_issues_reported_by: [] item_issues_resolved_by: [] item_issues_status: [] item_issues_timestamp: [] item_issues_type: [] 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 latitude: ~ longitude: ~ metadata_visibility: show 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