Class information for:
Level 1: SIGMOIDAL FUNCTIONS//COMMUN COMP SYST SCI DIST//RIDGE FUNCTION

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
15803 622 21.2 42%


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 SIGMOIDAL FUNCTIONS Author keyword 13 67% 2% 12
2 COMMUN COMP SYST SCI DIST Address 9 38% 3% 20
3 RIDGE FUNCTION Author keyword 8 56% 2% 10
4 REGULAR FUZZY NEURAL NETWORKS Author keyword 8 100% 1% 5
5 SIGMOIDAL FUNCTION Author keyword 7 37% 2% 15
6 GOOD SET Author keyword 6 71% 1% 5
7 SUBOPTIMAL SOLUTIONS Author keyword 6 50% 1% 9
8 UNIVERSAL APPROXIMATION CAPABILITIES Author keyword 6 100% 1% 4
9 ALGEBRA OVER ALGORITHMS Author keyword 4 75% 0% 3
10 POLYGONAL FUZZY NUMBERS Author keyword 4 75% 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 SIGMOIDAL FUNCTIONS 13 67% 2% 12 Search SIGMOIDAL+FUNCTIONS Search SIGMOIDAL+FUNCTIONS
2 RIDGE FUNCTION 8 56% 2% 10 Search RIDGE+FUNCTION Search RIDGE+FUNCTION
3 REGULAR FUZZY NEURAL NETWORKS 8 100% 1% 5 Search REGULAR+FUZZY+NEURAL+NETWORKS Search REGULAR+FUZZY+NEURAL+NETWORKS
4 SIGMOIDAL FUNCTION 7 37% 2% 15 Search SIGMOIDAL+FUNCTION Search SIGMOIDAL+FUNCTION
5 GOOD SET 6 71% 1% 5 Search GOOD+SET Search GOOD+SET
6 SUBOPTIMAL SOLUTIONS 6 50% 1% 9 Search SUBOPTIMAL+SOLUTIONS Search SUBOPTIMAL+SOLUTIONS
7 UNIVERSAL APPROXIMATION CAPABILITIES 6 100% 1% 4 Search UNIVERSAL+APPROXIMATION+CAPABILITIES Search UNIVERSAL+APPROXIMATION+CAPABILITIES
8 ALGEBRA OVER ALGORITHMS 4 75% 0% 3 Search ALGEBRA+OVER+ALGORITHMS Search ALGEBRA+OVER+ALGORITHMS
9 POLYGONAL FUZZY NUMBERS 4 75% 0% 3 Search POLYGONAL+FUZZY+NUMBERS Search POLYGONAL+FUZZY+NUMBERS
10 RATES OF APPROXIMATION 4 50% 1% 6 Search RATES+OF+APPROXIMATION Search RATES+OF+APPROXIMATION

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 HIDDEN LAYER 36 83% 3% 20
2 ONE HIDDEN LAYER 26 100% 2% 11
3 MULTILAYER FEEDFORWARD NETWORKS 18 16% 17% 106
4 UNIVERSAL APPROXIMATION 17 29% 8% 49
5 RIDGE FUNCTIONS 13 67% 2% 12
6 EXTENDED RITZ METHOD 12 86% 1% 6
7 SIGMOIDAL FUNCTIONS 11 100% 1% 6
8 VARIABLE BASIS 11 100% 1% 6
9 NEURAL NETWORK APPROXIMATION 8 70% 1% 7
10 SIGMOID FUNCTION 7 38% 2% 15

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
Deterministic learning and an application in optimal control 2006 0 22 23%

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 COMMUN COMP SYST SCI DIST 9 38% 3.2% 20
2 METROL COMPUTAT SCI 2 29% 1.1% 7
3 PL EPISTEMOL 2 44% 0.6% 4
4 DIPARTIMENTO INGN SISTEMI INFORMAT 1 50% 0.3% 2
5 MATH DIMA 1 40% 0.3% 2
6 IST SISTEMI INTELLIGENTI AUTOMAZ 1 25% 0.5% 3
7 INTELLIGENT MFG SEMICOND 1 50% 0.2% 1
8 INTELLIGENT SYST AUTOMAT ISSIA CNR 1 50% 0.2% 1
9 TECHNOL INFORMAT ECON 1 50% 0.2% 1
10 PROD ENGN THERMOENERGET MATH MODELS DIPTEM 1 25% 0.3% 2

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000242772 ONLINE GRADIENT METHOD//FEEDFORWARD NEURAL NETWORKS//MAPPING SENSITIVITY
2 0.0000161403 EXTREME LEARNING MACHINE//EXTREME LEARNING MACHINE ELM//OS ELM
3 0.0000150580 SPLINE NEURAL NETWORKS//TRAINING TRAJECTORY//ADAPTIVE ACTIVATION FUNCTIONS
4 0.0000116577 LINEAR IN THE PARAMETERS MODEL//FORWARD REGRESSION//COMP ARCHITECTURE COMP TECHNOL
5 0.0000104609 QUASI GREEDY BASIS//BEST M TERM APPROXIMATION//GREEDY BASES
6 0.0000100813 LEHRSTUHL MATH INFORMAT//DIRKSEN//ROOTS SEPARATION
7 0.0000096651 COEFFICIENT REGULARIZATION//SAMPLE COMPRESSION//LEARNING THEORY
8 0.0000095638 IRREGULAR BOUNDARIES//DIFFERENTIAL EQUATION COMPOSITION//MULTI PARAMETRIC FUNCTION APPROXIMATION
9 0.0000091956 ARTIFICIAL NEURAL NETWORKS//INTELLIGENT INFORMAT SYST//INTELLIGENT PROC
10 0.0000082917 SECCIO INTELLIGENCIA ARTIFICIAL//INTEGRATED SENSORY INTELLIGENT SYSTEM//ALTANA CHAIR BIOINFORMAT INFORMAT MIN