Class information for:
Level 1: LINEAR IN THE PARAMETERS MODEL//FORWARD REGRESSION//COMP ARCHITECTURE COMP TECHNOL

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
10329 1007 24.2 47%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
629 13118 NEURAL NETWORKS//IEEE TRANSACTIONS ON NEURAL NETWORKS//EXTREME LEARNING MACHINE

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 LINEAR IN THE PARAMETERS MODEL Author keyword 15 88% 1% 7
2 FORWARD REGRESSION Author keyword 11 60% 1% 12
3 COMP ARCHITECTURE COMP TECHNOL Address 6 24% 2% 22
4 NARMAX Author keyword 5 32% 1% 14
5 IMAGE SPEECH INTELLIGENT SYST GRP Address 5 28% 2% 16
6 ORTHOGONAL LEAST SQUARES ALGORITHM Author keyword 5 44% 1% 8
7 RADIAL BASIS FUNCTION RBF NETWORKS Author keyword 4 39% 1% 9
8 NONLINEAR PARAMETER OPTIMIZATION Author keyword 4 75% 0% 3
9 ADAPTIVE STRUCTURE DETECTION Author keyword 3 100% 0% 3
10 OPTIMUM STEEPEST DESCENT OSD Author keyword 3 100% 0% 3

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 LINEAR IN THE PARAMETERS MODEL 15 88% 1% 7 Search LINEAR+IN+THE+PARAMETERS+MODEL Search LINEAR+IN+THE+PARAMETERS+MODEL
2 FORWARD REGRESSION 11 60% 1% 12 Search FORWARD+REGRESSION Search FORWARD+REGRESSION
3 NARMAX 5 32% 1% 14 Search NARMAX Search NARMAX
4 ORTHOGONAL LEAST SQUARES ALGORITHM 5 44% 1% 8 Search ORTHOGONAL+LEAST+SQUARES+ALGORITHM Search ORTHOGONAL+LEAST+SQUARES+ALGORITHM
5 RADIAL BASIS FUNCTION RBF NETWORKS 4 39% 1% 9 Search RADIAL+BASIS+FUNCTION+RBF+NETWORKS Search RADIAL+BASIS+FUNCTION+RBF+NETWORKS
6 NONLINEAR PARAMETER OPTIMIZATION 4 75% 0% 3 Search NONLINEAR+PARAMETER+OPTIMIZATION Search NONLINEAR+PARAMETER+OPTIMIZATION
7 ADAPTIVE STRUCTURE DETECTION 3 100% 0% 3 Search ADAPTIVE+STRUCTURE+DETECTION Search ADAPTIVE+STRUCTURE+DETECTION
8 OPTIMUM STEEPEST DESCENT OSD 3 100% 0% 3 Search OPTIMUM+STEEPEST+DESCENT+OSD Search OPTIMUM+STEEPEST+DESCENT+OSD
9 SPARSE KERNEL MODELLING 3 100% 0% 3 Search SPARSE+KERNEL+MODELLING Search SPARSE+KERNEL+MODELLING
10 THREE PHASE OSD 3 100% 0% 3 Search THREE+PHASE+OSD Search THREE+PHASE+OSD

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 BASIS FUNCTION NETWORKS 14 18% 7% 68
2 NON LINEAR SYSTEMS 14 12% 10% 102
3 OUTPUT PARAMETRIC MODELS 12 29% 3% 35
4 BASIS FUNCTION CENTERS 11 60% 1% 12
5 ORTHOGONAL LEAST SQUARES 10 37% 2% 23
6 NARMAX MODELS 7 64% 1% 7
7 FUNCTION NEURAL NETWORKS 7 26% 2% 22
8 RBF NETWORKS 6 31% 2% 16
9 VALIDITY TESTS 6 34% 1% 14
10 RBF NETWORK 5 44% 1% 8

Journals

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
Model selection approaches for non-linear system identification: a review 2008 58 116 37%
Evolutionary optimization of radial basis function classifiers for data mining applications 2005 59 19 58%
Reviewing and designing pre-processing units for RBF networks: initial structure identification and coarse-tuning of free parameters 2013 1 26 50%
Selecting nonlinear model structures for computer control 2003 63 39 13%
Discrete wavelet models for identification and qualitative analysis of chaotic systems 1999 10 37 32%
Optimization by Canonical Analysis in a Radial Basis Function 2015 0 20 10%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 COMP ARCHITECTURE COMP TECHNOL 6 24% 2.2% 22
2 IMAGE SPEECH INTELLIGENT SYST GRP 5 28% 1.6% 16
3 FDN PROJUVENTUTE 1 50% 0.2% 2
4 STATE TRAFF CONTROL SAFETY 1 50% 0.2% 2
5 CHAIR COMP ARCHITECTU 1 40% 0.2% 2
6 ARCHITECTURE COMP TECHNOL 1 11% 0.6% 6
7 AUTOMATIZAC IND 1 50% 0.1% 1
8 CHEM IND EQUIPMENT CONTROL ENGN 1 50% 0.1% 1
9 CIDADE UNIV TECHNOL 1 50% 0.1% 1
10 DEP ENG ELETRON 1 50% 0.1% 1

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000155902 ONLINE GRADIENT METHOD//FEEDFORWARD NEURAL NETWORKS//MAPPING SENSITIVITY
2 0.0000135372 APPROXIMATELY FINITE MEMORY//VOLTERRA SERIES//MYOPIC MAPS
3 0.0000133531 CEREBELLAR MODEL ARTICULATION CONTROLLER CMAC//CMAC//ANNEALING ROBUST LEARNING ALGORITHM
4 0.0000130289 RECURSIVE IDENTIFICATION//HAMMERSTEIN SYSTEM//ADV PROC CONTROL LIGHT IND
5 0.0000117710 EXTREME LEARNING MACHINE//EXTREME LEARNING MACHINE ELM//OS ELM
6 0.0000116577 SIGMOIDAL FUNCTIONS//COMMUN COMP SYST SCI DIST//RIDGE FUNCTION
7 0.0000103159 SECCIO INTELLIGENCIA ARTIFICIAL//INTEGRATED SENSORY INTELLIGENT SYSTEM//ALTANA CHAIR BIOINFORMAT INFORMAT MIN
8 0.0000099746 IEEE TRANSACTIONS ON FUZZY SYSTEMS//FUZZY MODELING//SYMBIOTIC EVOLUTION
9 0.0000097202 MINIMUM BIT ERROR RATE//BAYESIAN DECISION FEEDBACK EQUALIZER//ASYMPTOTIC DECISION BOUNDARY
10 0.0000081745 GENERIC MODEL CONTROL//GLOBAL POLICY LEARNING//LOCAL EXPERIENCE LEARNING