Class information for:
Level 1: AVTOMATIKA//SMOOTHING DATA//ADEQUATE EXTERNAL GMDH CRITERION

Basic class information

Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes

The table includes all classes above and classes immediately below the current class.



Cluster id Level Cluster label #P
12 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 1181119
23 3       STATISTICS & PROBABILITY//STAT//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 119395
616 2             STATISTICS & PROBABILITY//NONPARAMETRIC REGRESSION//LONG MEMORY 14308
35171 1                   AVTOMATIKA//SMOOTHING DATA//ADEQUATE EXTERNAL GMDH CRITERION 115

Terms with highest relevance score



rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 AVTOMATIKA journal 10577068 70% 48% 81
2 SMOOTHING DATA authKW 352361 3% 43% 3
3 ADEQUATE EXTERNAL GMDH CRITERION authKW 274061 1% 100% 1
4 ANALYSIS OF TIME SPATIAL DATA authKW 274061 1% 100% 1
5 APPROXIMATING SUBMODEL authKW 274061 1% 100% 1
6 BOUNDED UNCERTAINTY CONDITIONS authKW 274061 1% 100% 1
7 CLASSIFICATION OF SELECTING METHODS authKW 274061 1% 100% 1
8 CONDITION OF REDUCTION authKW 274061 1% 100% 1
9 CRITERIA OF QUALITY FOR DISCRIMINANT FUNCTIONS authKW 274061 1% 100% 1
10 CRITERION OF SLIDING TEST authKW 274061 1% 100% 1

Web of Science journal categories



chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Automation & Control Systems 19378 85% 0% 98
2 COMPUTER APPLICATIONS & CYBERNETICS 103 1% 0% 1
3 Instruments & Instrumentation 32 6% 0% 7
4 Mathematics, Applied 17 6% 0% 7
5 Computer Science, Cybernetics 8 1% 0% 1
6 Materials Science, Characterization, Testing 4 1% 0% 1
7 Multidisciplinary Sciences 1 1% 0% 1
8 Computer Science, Software Engineering 0 1% 0% 1
9 Engineering, General 0 1% 0% 1
10 Statistics & Probability 0 1% 0% 1

Address terms



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 PLICAZIONI MATEMAT 274061 1% 100% 1
2 TRAINING INFORMAT TECHNOL SYST 137030 1% 50% 1
3 INT SCI TRAINING INFORMAT TECHNOL SYST 91352 1% 33% 1
4 NS POLYAKOV GEOTECH MECH 91352 1% 33% 1
5 INT TRAINING INFORMAT TECHNOL SYST 37798 2% 7% 2
6 DIPARTIMENTO MATEMAT PLICAZ R CACCIOPOLI 34256 1% 13% 1
7 IST PLICAZ MATEMAT 8839 1% 3% 1
8 INT TRAINING 8562 1% 3% 1
9 TECH MECH 5995 3% 1% 3
10 MINIST EDUC SCI 2853 1% 1% 1

Journals



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 AVTOMATIKA 10577068 70% 48% 81
2 JOURNAL OF AUTOMATION AND INFORMATION SCIENCES 112301 9% 4% 10
3 IZVESTIYA AKADEMII NAUK AZERBAIDZHANSKOI SSR SERIYA FIZIKO-TEKHNICHESKIKH I MATEMATICHESKIKH NAUK 5956 1% 2% 1
4 AUTOMATION AND REMOTE CONTROL 2541 5% 0% 6
5 SOVIET ENGINEERING RESEARCH 1901 1% 1% 1
6 PROBLEMS OF CONTROL AND INFORMATION THEORY-PROBLEMY UPRAVLENIYA I TEORII INFORMATSII 1679 1% 1% 1
7 TSITOLOGIYA I GENETIKA 543 1% 0% 1
8 CYBERNETICS AND SYSTEMS ANALYSIS 495 1% 0% 1
9 JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS 416 3% 0% 4
10 INDUSTRIAL LABORATORY 211 1% 0% 1

Author Key Words



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 SMOOTHING DATA 352361 3% 43% 3 Search SMOOTHING+DATA Search SMOOTHING+DATA
2 ADEQUATE EXTERNAL GMDH CRITERION 274061 1% 100% 1 Search ADEQUATE+EXTERNAL+GMDH+CRITERION Search ADEQUATE+EXTERNAL+GMDH+CRITERION
3 ANALYSIS OF TIME SPATIAL DATA 274061 1% 100% 1 Search ANALYSIS+OF+TIME+SPATIAL+DATA Search ANALYSIS+OF+TIME+SPATIAL+DATA
4 APPROXIMATING SUBMODEL 274061 1% 100% 1 Search APPROXIMATING+SUBMODEL Search APPROXIMATING+SUBMODEL
5 BOUNDED UNCERTAINTY CONDITIONS 274061 1% 100% 1 Search BOUNDED+UNCERTAINTY+CONDITIONS Search BOUNDED+UNCERTAINTY+CONDITIONS
6 CLASSIFICATION OF SELECTING METHODS 274061 1% 100% 1 Search CLASSIFICATION+OF+SELECTING+METHODS Search CLASSIFICATION+OF+SELECTING+METHODS
7 CONDITION OF REDUCTION 274061 1% 100% 1 Search CONDITION+OF+REDUCTION Search CONDITION+OF+REDUCTION
8 CRITERIA OF QUALITY FOR DISCRIMINANT FUNCTIONS 274061 1% 100% 1 Search CRITERIA+OF+QUALITY+FOR+DISCRIMINANT+FUNCTIONS Search CRITERIA+OF+QUALITY+FOR+DISCRIMINANT+FUNCTIONS
9 CRITERION OF SLIDING TEST 274061 1% 100% 1 Search CRITERION+OF+SLIDING+TEST Search CRITERION+OF+SLIDING+TEST
10 CRITERION OF VARIABLES BALANCE 274061 1% 100% 1 Search CRITERION+OF+VARIABLES+BALANCE Search CRITERION+OF+VARIABLES+BALANCE

Core articles

The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.

Classes with closest relation at Level 1



rank cluster_id2 link
1 23673 ERRORS IN VARIABLES MODELS//FRISCH SCHEME//BIAS ELIMINATING LEAST SQUARES
2 23767 SMOOTHING SPLINES//GENERALIZED CROSS VALIDATION//BAYESIAN CONFIDENCE INTERVAL
3 28651 NFFT//SPARSE FOURIER RECONSTRUCTION//NONUNIFORM FAST FOURIER TRANSFORM
4 33378 INTERNET CRAWLERS//RSS FEED//ABC WEIGHTED BASED FUZZY RETRIEVAL
5 20868 LOCALLY OPTIMUM//LOCALLY OPTIMUM DETECTION//COMPOSITE SIGNAL DETECTION
6 686 NONPARAMETRIC REGRESSION//VARYING COEFFICIENT MODEL//PARTIALLY LINEAR MODEL
7 20549 MAXIMUM QUASI LIKELIHOOD ESTIMATOR//ROBUST LIKELIHOOD//ESTIMATING FUNCTION
8 5116 IMAGE DENOISING//VIDEO DENOISING//WAVELETS
9 9379 REPRODUCING KERNEL HILBERT SPACE//LEARNING THEORY//GENERALIZATION BOUNDS
10 27961 L 1 ERROR//NONPARAMETRIC REGRESSION ESTIMATION//REGRESSION ESTIMATE

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