Class information for:
Level 1: EXTREME LEARNING MACHINE//EXTREME LEARNING MACHINE ELM//OS ELM

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
17923 512 30.0 59%


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 EXTREME LEARNING MACHINE Author keyword 121 42% 43% 222
2 EXTREME LEARNING MACHINE ELM Author keyword 28 43% 10% 49
3 OS ELM Author keyword 18 89% 2% 8
4 SINGLE HIDDEN LAYER FEEDFORWARD NETWORK Author keyword 15 88% 1% 7
5 SINGLE HIDDEN LAYER FEEDFORWARD NEURAL NETWORKS Author keyword 10 73% 2% 8
6 ONLINE SEQUENTIAL LEARNING Author keyword 8 75% 1% 6
7 SINGLE HIDDEN LAYER FEEDFORWARD NETWORKS Author keyword 7 67% 1% 6
8 ELM KERNEL Author keyword 6 80% 1% 4
9 INCREMENTAL EXTREME LEARNING MACHINE Author keyword 6 80% 1% 4
10 ELM FEATURE SPACE Author keyword 6 100% 1% 4

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 EXTREME LEARNING MACHINE 121 42% 43% 222 Search EXTREME+LEARNING+MACHINE Search EXTREME+LEARNING+MACHINE
2 EXTREME LEARNING MACHINE ELM 28 43% 10% 49 Search EXTREME+LEARNING+MACHINE+ELM Search EXTREME+LEARNING+MACHINE+ELM
3 OS ELM 18 89% 2% 8 Search OS+ELM Search OS+ELM
4 SINGLE HIDDEN LAYER FEEDFORWARD NETWORK 15 88% 1% 7 Search SINGLE+HIDDEN+LAYER+FEEDFORWARD+NETWORK Search SINGLE+HIDDEN+LAYER+FEEDFORWARD+NETWORK
5 SINGLE HIDDEN LAYER FEEDFORWARD NEURAL NETWORKS 10 73% 2% 8 Search SINGLE+HIDDEN+LAYER+FEEDFORWARD+NEURAL+NETWORKS Search SINGLE+HIDDEN+LAYER+FEEDFORWARD+NEURAL+NETWORKS
6 ONLINE SEQUENTIAL LEARNING 8 75% 1% 6 Search ONLINE+SEQUENTIAL+LEARNING Search ONLINE+SEQUENTIAL+LEARNING
7 SINGLE HIDDEN LAYER FEEDFORWARD NETWORKS 7 67% 1% 6 Search SINGLE+HIDDEN+LAYER+FEEDFORWARD+NETWORKS Search SINGLE+HIDDEN+LAYER+FEEDFORWARD+NETWORKS
8 ELM KERNEL 6 80% 1% 4 Search ELM+KERNEL Search ELM+KERNEL
9 INCREMENTAL EXTREME LEARNING MACHINE 6 80% 1% 4 Search INCREMENTAL+EXTREME+LEARNING+MACHINE Search INCREMENTAL+EXTREME+LEARNING+MACHINE
10 ELM FEATURE SPACE 6 100% 1% 4 Search ELM+FEATURE+SPACE Search ELM+FEATURE+SPACE

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 NODES 32 65% 6% 31
2 EXTREME LEARNING MACHINE 21 24% 14% 74
3 FEEDFORWARD NETWORKS 19 16% 21% 110
4 ELM 12 41% 4% 23
5 FUNCTIONAL LINK NET 6 41% 2% 12
6 SELF ORGANIZING SCHEME 3 57% 1% 4
7 MIXED SELECTIVITY 1 40% 0% 2
8 MINIMUM GRADIENT METHOD 1 50% 0% 1
9 PIECEWISE POLYNOMIAL NETWORKS 1 50% 0% 1
10 SIGNATURE GENES 1 50% 0% 1

Journals

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
Trends in extreme learning machines: A review 2015 11 163 55%
Extreme learning machine and its applications 2014 1 58 74%
Extreme Learning Machines on High Dimensional and Large Data Applications: A Survey 2015 0 77 62%

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 IOWA INFORMAT INITIAT 4 67% 0.8% 4
2 MED IMAGE COMP NEU 3 57% 0.8% 4
3 MACHINE LEARNING COMPUTAT INTELLIGENCE 3 26% 1.8% 9
4 UNIV ENGN VITORIA 1 40% 0.4% 2
5 COMP MATH FFCLRP 1 50% 0.2% 1
6 ELECT TRICT 1 50% 0.2% 1
7 UNMANNED AERIAL VEHICLE ENGN 1 50% 0.2% 1
8 YAZILIM MUHENDISLIGI BOLUMU 1 50% 0.2% 1
9 GREENERGY SCI TECHNOL 1 29% 0.4% 2
10 ELECT BIOMED INTELLIGENT SYST EBITS GRP 0 33% 0.2% 1

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000161403 SIGMOIDAL FUNCTIONS//COMMUN COMP SYST SCI DIST//RIDGE FUNCTION
2 0.0000117710 LINEAR IN THE PARAMETERS MODEL//FORWARD REGRESSION//COMP ARCHITECTURE COMP TECHNOL
3 0.0000115023 TWIN SUPPORT VECTOR MACHINE//TWIN SUPPORT VECTOR MACHINES//MULTIPLE KERNEL LEARNING
4 0.0000113117 ARTIFICIAL NEURAL NETWORKS//INTELLIGENT INFORMAT SYST//INTELLIGENT PROC
5 0.0000111114 COMPLEX VALUED NEURAL NETWORKS//IMPROPER COMPLEX RANDOM VECTOR//IMPROPERNESS
6 0.0000109780 RESERVOIR COMPUTING//ECHO STATE NETWORK//LIQUID STATE MACHINE
7 0.0000107572 ONLINE GRADIENT METHOD//FEEDFORWARD NEURAL NETWORKS//MAPPING SENSITIVITY
8 0.0000094366 DEEP LEARNING//HIERARCHICAL FEATURE LEARNING//RESTRICTED BOLTZMANN MACHINES
9 0.0000084027 CLASS IMBALANCE PROBLEM//CLASS IMBALANCE//COST SENSITIVE LEARNING
10 0.0000072530 BINARY NEURAL NETWORKS//N BIT PARITY PROBLEM//LINEAR SEPARATION PROBLEM