Class information for:
Level 1: FORWARD REGRESSION//RADIAL BASIS FUNCTION NETWORK//NARMAX

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
11003 1016 24.9 49%


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
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
211 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//DATA MINING 51632
695 2             IEEE TRANSACTIONS ON NEURAL NETWORKS//EXTREME LEARNING MACHINE//NEURAL NETWORKS 13054
11003 1                   FORWARD REGRESSION//RADIAL BASIS FUNCTION NETWORK//NARMAX 1016

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 FORWARD REGRESSION authKW 253938 1% 65% 13
2 RADIAL BASIS FUNCTION NETWORK authKW 232374 6% 13% 59
3 NARMAX authKW 219798 2% 46% 16
4 LINEAR IN THE PARAMETERS MODEL authKW 210371 1% 100% 7
5 IMAGE SPEECH INTELLIGENT SYST GRP address 152350 2% 30% 17
6 AUTOMAT CONTROL SYST ENGN address 151640 8% 6% 81
7 ORTHOGONAL FORWARD REGRESSION authKW 133867 1% 64% 7
8 ORTHOGONAL LEAST SQUARES ALGORITHM authKW 128218 1% 53% 8
9 NARMAX MODELS authKW 120208 1% 67% 6
10 NONLINEAR SYSTEM IDENTIFICATION authKW 105215 3% 10% 34

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Computer Science, Artificial Intelligence 20929 38% 0% 381
2 Automation & Control Systems 15521 26% 0% 261
3 Computer Science, Theory & Methods 3563 17% 0% 170
4 Engineering, Electrical & Electronic 1699 25% 0% 259
5 Operations Research & Management Science 882 7% 0% 72
6 Computer Science, Interdisciplinary Applications 556 7% 0% 70
7 Computer Science, Cybernetics 458 2% 0% 21
8 Robotics 237 1% 0% 15
9 Instruments & Instrumentation 227 6% 0% 56
10 Engineering, General 195 4% 0% 39

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 IMAGE SPEECH INTELLIGENT SYST GRP 152350 2% 30% 17
2 AUTOMAT CONTROL SYST ENGN 151640 8% 6% 81
3 COMP ARCHITECTURE COMP TECHNOL 48813 1% 13% 13
4 PROGRAMA POS UACAO ENGN ELETR 40069 0% 67% 2
5 CONTROL SYST GRP 33634 1% 8% 14
6 AIRCRAFT POWER ENGN 30053 0% 100% 1
7 ANALISE CONTROLE SIST NAO LINEA 30053 0% 100% 1
8 AUTORNAT CONTROL SYST ENGN 30053 0% 100% 1
9 CENT SYST GRP 30053 0% 100% 1
10 CODELCO CHILE EL SALVADOR 30053 0% 100% 1

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 IEEE TRANSACTIONS ON NEURAL NETWORKS 46680 7% 2% 67
2 INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE 17932 6% 1% 57
3 INTERNATIONAL JOURNAL OF CONTROL 16133 6% 1% 59
4 NEUROCOMPUTING 14447 7% 1% 68
5 NEURAL NETWORKS 11648 3% 1% 35
6 IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS 9238 2% 2% 18
7 NEURAL COMPUTING & APPLICATIONS 5630 2% 1% 21
8 JOURNAL OF SYSTEMS ENGINEERING 4912 0% 5% 3
9 NEURAL PROCESSING LETTERS 4415 1% 1% 12
10 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2807 1% 1% 10

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 FORWARD REGRESSION 253938 1% 65% 13 Search FORWARD+REGRESSION Search FORWARD+REGRESSION
2 RADIAL BASIS FUNCTION NETWORK 232374 6% 13% 59 Search RADIAL+BASIS+FUNCTION+NETWORK Search RADIAL+BASIS+FUNCTION+NETWORK
3 NARMAX 219798 2% 46% 16 Search NARMAX Search NARMAX
4 LINEAR IN THE PARAMETERS MODEL 210371 1% 100% 7 Search LINEAR+IN+THE+PARAMETERS+MODEL Search LINEAR+IN+THE+PARAMETERS+MODEL
5 ORTHOGONAL FORWARD REGRESSION 133867 1% 64% 7 Search ORTHOGONAL+FORWARD+REGRESSION Search ORTHOGONAL+FORWARD+REGRESSION
6 ORTHOGONAL LEAST SQUARES ALGORITHM 128218 1% 53% 8 Search ORTHOGONAL+LEAST+SQUARES+ALGORITHM Search ORTHOGONAL+LEAST+SQUARES+ALGORITHM
7 NARMAX MODELS 120208 1% 67% 6 Search NARMAX+MODELS Search NARMAX+MODELS
8 NONLINEAR SYSTEM IDENTIFICATION 105215 3% 10% 34 Search NONLINEAR+SYSTEM+IDENTIFICATION Search NONLINEAR+SYSTEM+IDENTIFICATION
9 MODEL STRUCTURE SELECTION 101222 1% 42% 8 Search MODEL+STRUCTURE+SELECTION Search MODEL+STRUCTURE+SELECTION
10 ADAPTIVE STRUCTURE DETECTION 90159 0% 100% 3 Search ADAPTIVE+STRUCTURE+DETECTION Search ADAPTIVE+STRUCTURE+DETECTION

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.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 DU, DJ , LI, K , FEI, MR , (2010) A FAST MULTI-OUTPUT RBF NEURAL NETWORK CONSTRUCTION METHOD.NEUROCOMPUTING. VOL. 73. ISSUE 10-12. P. 2196-2202 27 84% 22
2 BILLINGS, SA , WEI, HL , BALIKHIN, MA , (2007) GENERALIZED MULTISCALE RADIAL BASIS FUNCTION NETWORKS.NEURAL NETWORKS. VOL. 20. ISSUE 10. P. 1081-1094 27 77% 45
3 FALSONE, A , PIRODDI, L , PRANDINI, M , (2015) A RANDOMIZED ALGORITHM FOR NONLINEAR MODEL STRUCTURE SELECTION.AUTOMATICA. VOL. 60. ISSUE . P. 227 -238 22 81% 1
4 LI, P , WEI, HL , BILLINGS, SA , BALIKHIN, MA , BOYNTON, R , (2013) NONLINEAR MODEL IDENTIFICATION FROM MULTIPLE DATA SETS USING AN ORTHOGONAL FORWARD SEARCH ALGORITHM.JOURNAL OF COMPUTATIONAL AND NONLINEAR DYNAMICS. VOL. 8. ISSUE 4. P. - 24 77% 2
5 WEI, HL , BILLINGS, SA , (2009) IMPROVED MODEL IDENTIFICATION FOR NON-LINEAR SYSTEMS USING A RANDOM SUBSAMPLING AND MULTIFOLD MODELLING (RSMM) APPROACH.INTERNATIONAL JOURNAL OF CONTROL. VOL. 82. ISSUE 1. P. 27 -42 29 67% 5
6 CANTELMO, C , PIRODDI, L , (2010) ADAPTIVE MODEL SELECTION FOR POLYNOMIAL NARX MODELS.IET CONTROL THEORY AND APPLICATIONS. VOL. 4. ISSUE 12. P. 2693-2706 24 73% 6
7 ZHANG, L , LI, K , HE, HB , IRWIN, GW , (2013) A NEW DISCRETE-CONTINUOUS ALGORITHM FOR RADIAL BASIS FUNCTION NETWORKS CONSTRUCTION.IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. VOL. 24. ISSUE 11. P. 1785-1798 22 73% 4
8 HONG, X , MITCHELL, RJ , CHEN, S , HARRIS, CJ , LI, K , IRWIN, GW , (2008) MODEL SELECTION APPROACHES FOR NON-LINEAR SYSTEM IDENTIFICATION: A REVIEW.INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE. VOL. 39. ISSUE 10. P. 925 -946 43 35% 71
9 VUKOVIC, N , MILJKOVIC, Z , (2013) A GROWING AND PRUNING SEQUENTIAL LEARNING ALGORITHM OF HYPER BASIS FUNCTION NEURAL NETWORK FOR FUNCTION APPROXIMATION.NEURAL NETWORKS. VOL. 46. ISSUE . P. 210 -226 19 76% 13
10 SOLARES, JRA , WEI, HL , (2015) NONLINEAR MODEL STRUCTURE DETECTION AND PARAMETER ESTIMATION USING A NOVEL BAGGING METHOD BASED ON DISTANCE CORRELATION METRIC.NONLINEAR DYNAMICS. VOL. 82. ISSUE 1-2. P. 201 -215 20 71% 0

Classes with closest relation at Level 1


Rank Class id link
1 33771 AUTOMOTIVE TEST//UNMANNED ROBOT//DECISION TREE ENSEMBLE
2 15245 VOLTERRA SERIES//NONLINEAR OUTPUT FREQUENCY RESPONSE FUNCTION//HIGHER ORDER FREQUENCY RESPONSE FUNCTIONS
3 6790 FEEDFORWARD NEURAL NETWORKS//BACKPROPAGATION//ONLINE GRADIENT METHOD
4 13649 CMAC//CEREBELLAR MODEL ARTICULATION CONTROLLER CMAC//WAVELET NEURAL NETWORK
5 11247 SIGMOIDAL FUNCTION//RIDGE FUNCTIONS//COMMUN COMP SYST SCI DIST
6 15121 EXTREME LEARNING MACHINE//EXTREME LEARNING MACHINE ELM//SINGLE HIDDEN LAYER FEEDFORWARD NETWORK
7 9349 RECURSIVE IDENTIFICATION//HAMMERSTEIN SYSTEM//HAMMERSTEIN MODEL
8 19480 ASYMPTOTIC DECISION BOUNDARY//BAYESIAN DECISION FEEDBACK EQUALIZER//MINIMUM BIT ERROR RATE
9 30456 MEDICAL IMAGE RECOGNITION//INTEGRATED SENSORY INTELLIGENT SYSTEM//SECCIO INTELLIGENCIA ARTIFICIAL
10 33536 JOHNS HOPKINS EPILEPSY//BIOLOGICAL BASED NEURON MODELS//HYLCAM

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