Class information for:
Level 1: STOCHASTIC ADAPTIVE CONTROL//OPTIMALITY ALMOST SURELY//FINITE MODEL ADAPTIVE CONTROL

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
22 4 AUTOMATION & CONTROL SYSTEMS//ENGINEERING, CIVIL//ACOUSTICS 457813
151 3       AUTOMATION & CONTROL SYSTEMS//IEEE TRANSACTIONS ON AUTOMATIC CONTROL//INTERNATIONAL JOURNAL OF CONTROL 64927
1010 2             SYSTEM IDENTIFICATION//ADAPTIVE FILTERING//ADAPTIVE FILTERS 10647
20268 1                   STOCHASTIC ADAPTIVE CONTROL//OPTIMALITY ALMOST SURELY//FINITE MODEL ADAPTIVE CONTROL 490

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 STOCHASTIC ADAPTIVE CONTROL authKW 484853 3% 54% 14
2 OPTIMALITY ALMOST SURELY authKW 257276 1% 100% 4
3 FINITE MODEL ADAPTIVE CONTROL authKW 192957 1% 100% 3
4 MULTIVARIATE HEAVY TAILS authKW 192957 1% 100% 3
5 FEEDBACK CAPABILITY authKW 144716 1% 75% 3
6 OPTIMALITY IN PROBABILITY authKW 128638 0% 100% 2
7 OPTIMAL ADAPTIVE CONTROL authKW 114340 1% 44% 4
8 UMR PROBABIL STAT MODELISAT C 8628 address 85757 0% 67% 2
9 ALMOST SELF OPTIMIZING ADAPTIVE CONTROLS authKW 64319 0% 100% 1
10 ANCIENT INVENTIONS authKW 64319 0% 100% 1

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Automation & Control Systems 36678 57% 0% 279
2 Statistics & Probability 1550 14% 0% 69
3 Engineering, Electrical & Electronic 1391 32% 0% 159
4 Operations Research & Management Science 1003 11% 0% 52
5 Mathematics, Applied 510 14% 0% 68
6 Computer Science, Cybernetics 309 2% 0% 12
7 Computer Science, Information Systems 204 6% 0% 29
8 Mathematics 139 9% 0% 43
9 Instruments & Instrumentation 90 5% 0% 25
10 Computer Science, Theory & Methods 31 3% 0% 14

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 UMR PROBABIL STAT MODELISAT C 8628 85757 0% 67% 2
2 AUTOMAT CONTROL COMPUTERS ELECT 64319 0% 100% 1
3 BUSINESS FIELD HCMT 64319 0% 100% 1
4 LMIEA 3226 64319 0% 100% 1
5 EQUIPE ANAL STOCHAST MODELISAT STAT 64317 0% 50% 2
6 ENGN DESIGN PROD ENGN 32158 0% 50% 1
7 ISIB CNR 32158 0% 50% 1
8 TEMSAEK S 32158 0% 50% 1
9 UNIT BIOMETRIE 32158 0% 50% 1
10 GRP INSEGNAMENTO MATEMAT 21438 0% 33% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE TRANSACTIONS ON AUTOMATIC CONTROL 42739 18% 1% 87
2 SIAM JOURNAL ON CONTROL AND OPTIMIZATION 18658 7% 1% 33
3 LECTURE NOTES IN CONTROL AND INFORMATION SCIENCES 13964 5% 1% 24
4 INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING 13604 3% 1% 17
5 SYSTEMS & CONTROL LETTERS 11335 6% 1% 27
6 INTERNATIONAL JOURNAL OF CONTROL 8184 6% 0% 29
7 AUTOMATICA 7576 6% 0% 31
8 AUTOMATION AND REMOTE CONTROL 6617 4% 1% 20
9 COMPTES RENDUS DE L ACADEMIE DES SCIENCES SERIE I-MATHEMATIQUE 3012 4% 0% 20
10 KYBERNETIKA 2947 2% 1% 9

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 STOCHASTIC ADAPTIVE CONTROL 484853 3% 54% 14 Search STOCHASTIC+ADAPTIVE+CONTROL Search STOCHASTIC+ADAPTIVE+CONTROL
2 OPTIMALITY ALMOST SURELY 257276 1% 100% 4 Search OPTIMALITY+ALMOST+SURELY Search OPTIMALITY+ALMOST+SURELY
3 FINITE MODEL ADAPTIVE CONTROL 192957 1% 100% 3 Search FINITE+MODEL+ADAPTIVE+CONTROL Search FINITE+MODEL+ADAPTIVE+CONTROL
4 MULTIVARIATE HEAVY TAILS 192957 1% 100% 3 Search MULTIVARIATE+HEAVY+TAILS Search MULTIVARIATE+HEAVY+TAILS
5 FEEDBACK CAPABILITY 144716 1% 75% 3 Search FEEDBACK+CAPABILITY Search FEEDBACK+CAPABILITY
6 OPTIMALITY IN PROBABILITY 128638 0% 100% 2 Search OPTIMALITY+IN+PROBABILITY Search OPTIMALITY+IN+PROBABILITY
7 OPTIMAL ADAPTIVE CONTROL 114340 1% 44% 4 Search OPTIMAL+ADAPTIVE+CONTROL Search OPTIMAL+ADAPTIVE+CONTROL
8 ALMOST SELF OPTIMIZING ADAPTIVE CONTROLS 64319 0% 100% 1 Search ALMOST+SELF+OPTIMIZING+ADAPTIVE+CONTROLS Search ALMOST+SELF+OPTIMIZING+ADAPTIVE+CONTROLS
9 ANCIENT INVENTIONS 64319 0% 100% 1 Search ANCIENT+INVENTIONS Search ANCIENT+INVENTIONS
10 APPROXIMATE ERROR 64319 0% 100% 1 Search APPROXIMATE+ERROR Search APPROXIMATE+ERROR

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 4695 ADAPTIVE CONTROL//MULTIPLE MODELS//AUTOMATION & CONTROL SYSTEMS
2 38405 BUILDINGS STRUCTURES//COMP CIENT PESQUISA DESENVOLVIMENTO//CONTINUOUS STIRRED TANK REACTOR CSTR NETWORK MODEL
3 12081 STOCHASTIC APPROXIMATION//PERFORMANCE POTENTIAL//GRADIENT ESTIMATION
4 9559 OPTIMAL STATIONARY POLICY//CONTINUOUS TIME MARKOV DECISION PROCESS//ESTADIST CALCULO
5 23673 ERRORS IN VARIABLES MODELS//FRISCH SCHEME//BIAS ELIMINATING LEAST SQUARES
6 26537 DUAL CONTROL//FULLY PROBABILISTIC DESIGN//NON GAUSSIAN SYSTEMS
7 21538 SUPERIMPOSED EXPONENTIAL SIGNALS//EXPONENTIAL SIGNALS//MIXED SPECTRUM
8 20549 MAXIMUM QUASI LIKELIHOOD ESTIMATOR//ROBUST LIKELIHOOD//ESTIMATING FUNCTION
9 31414 DOOB MAYER DECOMPOSITION//EXCHANGEABLE RANDOM VARIABLE//MULTIDIMENSIONAL EMPIRICAL PROCESS
10 8002 RECURSIVE IDENTIFICATION//HAMMERSTEIN SYSTEM//HAMMERSTEIN MODEL

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