Class information for:
Level 2: NEURAL NETWORKS//IEEE TRANSACTIONS ON NEURAL NETWORKS//EXTREME LEARNING MACHINE

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
629 13118 24.2 45%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 3)


ID, lev.
above		 Publications Label for level above
55 89665 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//FUZZY SETS AND SYSTEMS//INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Classes in level below (level 1)


ID, lev. below Publications Label for level below
2772 2076 ASSOCIATIVE MEMORY//HOPFIELD MODEL//SCSNA
5508 1547 ONLINE GRADIENT METHOD//FEEDFORWARD NEURAL NETWORKS//MAPPING SENSITIVITY
7229 1315 CITEC EXCELLENCE//METRIC ADAPTATION//CLIN PSYCHOTHER Y
9248 1105 SYSTEMATICITY//LONG TERM DEPENDENCIES//CONNECTIONISM
10329 1007 LINEAR IN THE PARAMETERS MODEL//FORWARD REGRESSION//COMP ARCHITECTURE COMP TECHNOL
11959 878 GENERALIZATION ERROR//LINEAR PERCEPTRON//GENERAL THEORETICAL AND MATHEMATICAL BIOPHYSICS INC LOGIC OF BIOSYSTEMS QUANTUM BIOLOGY AND RELEVANT ASPEC
13902 742 CEREBELLAR MODEL ARTICULATION CONTROLLER CMAC//CMAC//ANNEALING ROBUST LEARNING ALGORITHM
14747 683 MINOR COMPONENT ANALYSIS MCA//DETERMINISTIC DISCRETE TIME DDT SYSTEM//SUBSPACE TRACKING
15449 641 ADAPTIVE RESONANCE THEORY//DYNAMIC DECAY ADJUSTMENT//ARTMAP
15803 622 SIGMOIDAL FUNCTIONS//COMMUN COMP SYST SCI DIST//RIDGE FUNCTION
17923 512 EXTREME LEARNING MACHINE//EXTREME LEARNING MACHINE ELM//OS ELM
22059 338 DEEP LEARNING//HIERARCHICAL FEATURE LEARNING//RESTRICTED BOLTZMANN MACHINES
22247 331 NEOCOGNITRON//DYNAMIC LINK MATCHING//FEATURE ASSESSMENT
25585 230 FUZZY LATTICE REASONING FLR//LATTICE COMPUTING//INTERVALS NUMBER IN
28706 164 POSTERIOR CLASS PROBABILITIES//POSTERIOR PROBABILITY ESTIMATION//SCISSORS EFFECT
29344 154 SIGMA PI//N TUPLE CLASSIFIER//RAM NETS
30325 139 GRADED IMPULSE//COMPUTATIONAL EFFECTIVENESS//MCEPH
30652 134 SECCIO INTELLIGENCIA ARTIFICIAL//INTEGRATED SENSORY INTELLIGENT SYSTEM//ALTANA CHAIR BIOINFORMAT INFORMAT MIN
31378 123 BANKNOTE RECOGNITION//PAPER CURRENCY RECOGNITION//COUNTERFEIT COINS
31662 120 BINARY NEURAL NETWORKS//N BIT PARITY PROBLEM//LINEAR SEPARATION PROBLEM
32401 109 DISTRIBUTION MIXTURES//SEQUENTIAL EM ALGORITHM//INFORMAT POLICY STUDIES
34141 77 CATASTROPHIC INTERFERENCE//CATASTROPHIC FORGETTING//CANONICAL ORTHOGONALIZATION
34448 71 SPLINE NEURAL NETWORKS//TRAINING TRAJECTORY//ADAPTIVE ACTIVATION FUNCTIONS

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 NEURAL NETWORKS Journal 263 28% 6% 814
2 IEEE TRANSACTIONS ON NEURAL NETWORKS Journal 230 26% 6% 756
3 EXTREME LEARNING MACHINE Author keyword 131 43% 2% 229
4 NEUROCOMPUTING Journal 109 12% 7% 872
5 NEURAL COMPUTATION Journal 76 17% 3% 399
6 NEURAL PROCESSING LETTERS Journal 73 27% 2% 229
7 FEEDFORWARD NEURAL NETWORKS Author keyword 48 35% 1% 112
8 ASSOCIATIVE MEMORY Author keyword 40 19% 1% 186
9 NETWORK-COMPUTATION IN NEURAL SYSTEMS Journal 37 24% 1% 133
10 MINOR COMPONENT ANALYSIS MCA Author keyword 32 85% 0% 17

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 131 43% 2% 229 Search EXTREME+LEARNING+MACHINE Search EXTREME+LEARNING+MACHINE
2 FEEDFORWARD NEURAL NETWORKS 48 35% 1% 112 Search FEEDFORWARD+NEURAL+NETWORKS Search FEEDFORWARD+NEURAL+NETWORKS
3 ASSOCIATIVE MEMORY 40 19% 1% 186 Search ASSOCIATIVE+MEMORY Search ASSOCIATIVE+MEMORY
4 MINOR COMPONENT ANALYSIS MCA 32 85% 0% 17 Search MINOR+COMPONENT+ANALYSIS+MCA Search MINOR+COMPONENT+ANALYSIS+MCA
5 EXTREME LEARNING MACHINE ELM 31 45% 0% 51 Search EXTREME+LEARNING+MACHINE+ELM Search EXTREME+LEARNING+MACHINE+ELM
6 ADAPTIVE RESONANCE THEORY 28 32% 1% 73 Search ADAPTIVE+RESONANCE+THEORY Search ADAPTIVE+RESONANCE+THEORY
7 NEOCOGNITRON 24 59% 0% 27 Search NEOCOGNITRON Search NEOCOGNITRON
8 SYSTEMATICITY 24 56% 0% 29 Search SYSTEMATICITY Search SYSTEMATICITY
9 DETERMINISTIC DISCRETE TIME DDT SYSTEM 23 100% 0% 10 Search DETERMINISTIC+DISCRETE+TIME+DDT+SYSTEM Search DETERMINISTIC+DISCRETE+TIME+DDT+SYSTEM
10 LONG TERM DEPENDENCIES 21 90% 0% 9 Search LONG+TERM+DEPENDENCIES Search LONG+TERM+DEPENDENCIES

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 PERCEPTRONS 73 59% 1% 82
2 FEEDFORWARD NETWORKS 72 30% 2% 204
3 DISCRETE TIME DYNAMICS 69 96% 0% 22
4 ASSOCIATIVE MEMORY 55 22% 2% 222
5 HIDDEN LAYER 44 88% 0% 21
6 MULTILAYER FEEDFORWARD NETWORKS 42 23% 1% 158
7 GRAY TONED PATTERNS 41 100% 0% 15
8 EXTREME LEARNING MACHINE 34 31% 1% 93
9 MULTILAYER NEURAL NETWORKS 34 63% 0% 34
10 FEEDFORWARD NEURAL NETWORKS 34 41% 0% 64

Journals


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 NEURAL NETWORKS 263 28% 6% 814
2 IEEE TRANSACTIONS ON NEURAL NETWORKS 230 26% 6% 756
3 NEUROCOMPUTING 109 12% 7% 872
4 NEURAL COMPUTATION 76 17% 3% 399
5 NEURAL PROCESSING LETTERS 73 27% 2% 229
6 NETWORK-COMPUTATION IN NEURAL SYSTEMS 37 24% 1% 133
7 CONNECTION SCIENCE 13 20% 0% 58
8 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 8 10% 1% 74
9 INTERNATIONAL JOURNAL OF NEURAL SYSTEMS 7 11% 0% 60
10 NEURAL NETWORK WORLD 6 11% 0% 47

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
Trends in extreme learning machines: A review 2015 11 163 63%
Representation Learning: A Review and New Perspectives 2013 120 45 49%
Deep learning in neural networks: An overview 2015 10 288 33%
Gradient-based learning applied to document recognition 1998 1158 26 23%
Deep learning 2015 3 33 48%
Constructive algorithms for structure learning in feedforward neural networks for regression problems 1997 198 47 64%
GRADIENT CALCULATIONS FOR DYNAMIC RECURRENT NEURAL NETWORKS - A SURVEY 1995 241 27 67%
1ST-ORDER AND 2ND-ORDER METHODS FOR LEARNING - BETWEEN STEEPEST DESCENT AND NEWTON METHOD 1992 497 7 71%
Evolutionary optimization of radial basis function classifiers for data mining applications 2005 59 19 68%
THE SELF-ORGANIZING MAP 1990 2617 33 27%

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 CITEC EXCELLENCE 30 100% 0.1% 12
2 NEURAL NETWORKS 17 31% 0.4% 47
3 TRANSDISCIPLINARY SCI 17 72% 0.1% 13
4 CLIN PSYCHOTHER Y 16 61% 0.1% 17
5 NEURAL COMP GRP 10 26% 0.3% 34
6 COMMUN COMP SYST SCI DIST 9 38% 0.2% 20
7 IOWA INFORMAT INITIAT 9 83% 0.0% 5
8 IT EDUC 8 44% 0.1% 14
9 IMAGE SPEECH INTELLIGENT SYST GRP 8 33% 0.1% 19
10 OPT NEURAL TECHNOL 7 46% 0.1% 12

Related classes at same level (level 2)


Rank Relatedness score Related classes
1 0.0000019497 GLOBAL EXPONENTIAL STABILITY//CELLULAR NEURAL NETWORKS//COHEN GROSSBERG NEURAL NETWORKS
2 0.0000013749 CREDIT SCORING//MACHINE LEARNING//FEATURE SELECTION
3 0.0000013544 BLIND SOURCE SEPARATION//BLIND SOURCE SEPARATION BSS//INDEPENDENT COMPONENT ANALYSIS
4 0.0000012253 FUZZY CLUSTERING//CLUSTER VALIDITY//SUBSPACE CLUSTERING
5 0.0000011019 FUZZY TIME SERIES//JOURNAL OF GREY SYSTEM//INTERNATIONAL JOURNAL OF FORECASTING
6 0.0000010865 ARTIFICIAL ADAPTIVE SYSTEMS//THEORY MED//NEURAL NETWORKS COMPUTER
7 0.0000008285 INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION//HANDWRITING RECOGNITION//CHARACTER RECOGNITION
8 0.0000008271 HYPERCOMPUTATION//REAL RECURSIVE FUNCTIONS//CHURCH TURING THESIS
9 0.0000008108 FUZZY SETS AND SYSTEMS//IEEE TRANSACTIONS ON FUZZY SYSTEMS//INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
10 0.0000007849 OKON ERNAHRUNGSWIRT AFT//ELECT MFG ENGN GRP//TIME PRESSURE DISPENSING