Class information for:
Level 1: ONLINE GRADIENT METHOD//FEEDFORWARD NEURAL NETWORKS//MAPPING SENSITIVITY

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
5508 1547 21.6 38%


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 ONLINE GRADIENT METHOD Author keyword 21 90% 1% 9
2 FEEDFORWARD NEURAL NETWORKS Author keyword 17 21% 4% 69
3 MAPPING SENSITIVITY Author keyword 6 80% 0% 4
4 FEEDFORWARD NEURAL NETWORK Author keyword 5 15% 2% 29
5 BATCH TRAINING Author keyword 4 67% 0% 4
6 NUMERICAL OPTIMIZATION TECHNIQUES Author keyword 4 67% 0% 4
7 FLAT SPOT Author keyword 4 75% 0% 3
8 CONSTRAINED LEARNING ALGORITHM Author keyword 3 57% 0% 4
9 FAULT TOLERANT NEURAL NETWORKS Author keyword 3 100% 0% 3
10 RIDGE POLYNOMIAL NEURAL NETWORK 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 ONLINE GRADIENT METHOD 21 90% 1% 9 Search ONLINE+GRADIENT+METHOD Search ONLINE+GRADIENT+METHOD
2 FEEDFORWARD NEURAL NETWORKS 17 21% 4% 69 Search FEEDFORWARD+NEURAL+NETWORKS Search FEEDFORWARD+NEURAL+NETWORKS
3 MAPPING SENSITIVITY 6 80% 0% 4 Search MAPPING+SENSITIVITY Search MAPPING+SENSITIVITY
4 FEEDFORWARD NEURAL NETWORK 5 15% 2% 29 Search FEEDFORWARD+NEURAL+NETWORK Search FEEDFORWARD+NEURAL+NETWORK
5 BATCH TRAINING 4 67% 0% 4 Search BATCH+TRAINING Search BATCH+TRAINING
6 NUMERICAL OPTIMIZATION TECHNIQUES 4 67% 0% 4 Search NUMERICAL+OPTIMIZATION+TECHNIQUES Search NUMERICAL+OPTIMIZATION+TECHNIQUES
7 FLAT SPOT 4 75% 0% 3 Search FLAT+SPOT Search FLAT+SPOT
8 CONSTRAINED LEARNING ALGORITHM 3 57% 0% 4 Search CONSTRAINED+LEARNING+ALGORITHM Search CONSTRAINED+LEARNING+ALGORITHM
9 FAULT TOLERANT NEURAL NETWORKS 3 100% 0% 3 Search FAULT+TOLERANT+NEURAL+NETWORKS Search FAULT+TOLERANT+NEURAL+NETWORKS
10 RIDGE POLYNOMIAL NEURAL NETWORK 3 100% 0% 3 Search RIDGE+POLYNOMIAL+NEURAL+NETWORK Search RIDGE+POLYNOMIAL+NEURAL+NETWORK

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 DETERMINISTIC CONVERGENCE 18 83% 1% 10
2 MULTILAYER PERCEPTRONS 11 23% 3% 43
3 FEEDFORWARD NEURAL NETWORKS 11 25% 3% 39
4 BACKPROPAGATION 10 11% 5% 84
5 LOCAL MINIMA 9 23% 2% 33
6 BACKPROPAGATION ALGORITHM 8 20% 2% 37
7 SYNAPTIC WEIGHT NOISE 8 75% 0% 6
8 ONLINE GRADIENT METHOD 8 100% 0% 5
9 BACK PROPAGATION 7 22% 2% 27
10 PERCEPTRONS 6 20% 2% 28

Journals

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
Review on Methods to Fix Number of Hidden Neurons in Neural Networks 2013 10 23 57%
Constructive algorithms for structure learning in feedforward neural networks for regression problems 1997 198 47 34%
1ST-ORDER AND 2ND-ORDER METHODS FOR LEARNING - BETWEEN STEEPEST DESCENT AND NEWTON METHOD 1992 497 7 57%
Neural networks applied in chemistry. I. Determination of the optimal topology of multilayer perceptron neural networks 2011 17 127 26%
Neural network control of nonlinear dynamic systems using hybrid algorithm 2014 1 42 33%
Adaptive algorithms for neural network supervised learning: A deterministic optimization approach 2006 1 36 75%
A self-organizing map-based initialization for hybrid training of feedforward neural networks 2011 1 29 55%
Variations of the two-spiral task 2007 4 59 44%
Progress in supervised neural networks 1993 336 28 14%
Solar radiation forecasting with multiple parameters neural networks 2015 0 36 19%

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 NONLINEAR UNCERTAIN SYST GRP 2 67% 0.1% 2
2 UNIT INTELLIGENT CONTROL DESIGN OPTIMIZAT C 1 38% 0.2% 3
3 PLATFORM SEARCH GRP 1 100% 0.1% 2
4 UP ARTIFICIAL INTELLIGENCE 1 100% 0.1% 2
5 UPAIRC 1 20% 0.4% 6
6 HUMAN ARTIFICIAL INTELLIGENCE SYST 1 14% 0.5% 8
7 BUSINESS ECON ACCOUNTING 1 50% 0.1% 1
8 DC EIM 1 50% 0.1% 1
9 ECATHERM 1 50% 0.1% 1
10 ENGN PHYS PHYS SCI 1 50% 0.1% 1

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000242772 SIGMOIDAL FUNCTIONS//COMMUN COMP SYST SCI DIST//RIDGE FUNCTION
2 0.0000173411 DISTRIBUTION MIXTURES//SEQUENTIAL EM ALGORITHM//INFORMAT POLICY STUDIES
3 0.0000155902 LINEAR IN THE PARAMETERS MODEL//FORWARD REGRESSION//COMP ARCHITECTURE COMP TECHNOL
4 0.0000150028 SPLINE NEURAL NETWORKS//TRAINING TRAJECTORY//ADAPTIVE ACTIVATION FUNCTIONS
5 0.0000147982 BINARY NEURAL NETWORKS//N BIT PARITY PROBLEM//LINEAR SEPARATION PROBLEM
6 0.0000142365 BRAIN OPERAT DEVICE//MIN MAX MODULAR NEURAL NETWORK//NETWORK COMMITTEE
7 0.0000131446 GENERALIZATION ERROR//LINEAR PERCEPTRON//GENERAL THEORETICAL AND MATHEMATICAL BIOPHYSICS INC LOGIC OF BIOSYSTEMS QUANTUM BIOLOGY AND RELEVANT ASPEC
8 0.0000125114 ON CHIP LEARNING//INTEGER WEIGHTS//ALGORITHMIC MAPPING
9 0.0000109264 RULE EXTRACTION//RULE EXTRACTION FROM NEURAL NETWORKS//KNOWLEDGE INSERTION
10 0.0000107572 EXTREME LEARNING MACHINE//EXTREME LEARNING MACHINE ELM//OS ELM