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

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
695 13054 23.4 47%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
211 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//DATA MINING 51632
695 2             IEEE TRANSACTIONS ON NEURAL NETWORKS//EXTREME LEARNING MACHINE//NEURAL NETWORKS 13054
3062 1                   ASSOCIATIVE MEMORY//HOPFIELD MODEL//BIDIRECTIONAL ASSOCIATIVE MEMORY 2076
6790 1                   FEEDFORWARD NEURAL NETWORKS//BACKPROPAGATION//ONLINE GRADIENT METHOD 1443
8975 1                   PROJECTION NEURAL NETWORK//HOPFIELD NEURAL NETWORK//RECURRENT NEURAL NETWORKS 1200
10107 1                   SYSTEMATICITY//RECURRENT NEURAL NETWORKS//CONNECTIONISM 1091
10785 1                   ON CHIP LEARNING//IEEE TRANSACTIONS ON NEURAL NETWORKS//CONTINUOUS VALUED NUMBER SYSTEM CVNS 1035
11003 1                   FORWARD REGRESSION//RADIAL BASIS FUNCTION NETWORK//NARMAX 1016
11247 1                   SIGMOIDAL FUNCTION//RIDGE FUNCTIONS//COMMUN COMP SYST SCI DIST 997
13588 1                   GENERALIZATION ERROR//TRANSDISCIPLINARY SCI//ENSEMBLE TEACHERS 827
13649 1                   CMAC//CEREBELLAR MODEL ARTICULATION CONTROLLER CMAC//WAVELET NEURAL NETWORK 822
15121 1                   EXTREME LEARNING MACHINE//EXTREME LEARNING MACHINE ELM//SINGLE HIDDEN LAYER FEEDFORWARD NETWORK 730
20065 1                   WIDELY LINEAR MODEL//WIDELY LINEAR PROCESSING//COMPLEX VALUED NEURAL NETWORKS 478
22324 1                   NEURON MOS//THRESHOLD LOGIC//NEURON MOS TRANSISTOR 386
23468 1                   NEOCOGNITRON//DYNAMIC LINK MATCHING//VISUAL PATTERN RECOGNITION 345
27847 1                   CONTINUOUS ATTRACTORS//HAMMING MAXNET//K WINNER MACHINE 219
31840 1                   N TUPLE CLASSIFIER//SIGMA PI//RAM NETS 147
33536 1                   JOHNS HOPKINS EPILEPSY//BIOLOGICAL BASED NEURON MODELS//HYLCAM 123
37076 1                   RUBBLIZATION//ADAPTIVE ACTIVATION FUNCTIONS//SPLINE NEURAL NETWORKS 67
37637 1                   MOSAIC TILING//TUNNELING ROBOT//MARBLE MOSAIC 52

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with term
in class
1 IEEE TRANSACTIONS ON NEURAL NETWORKS journal 549448 6% 29% 824
2 EXTREME LEARNING MACHINE authKW 409863 3% 50% 348
3 NEURAL NETWORKS journal 334858 5% 21% 672
4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE WoSSC 266643 37% 2% 4875
5 NEUROCOMPUTING journal 193956 7% 9% 893
6 FEEDFORWARD NEURAL NETWORKS authKW 184932 1% 45% 178
7 RECURRENT NEURAL NETWORKS authKW 176340 2% 27% 285
8 ASSOCIATIVE MEMORY authKW 138517 2% 26% 228
9 NEURAL PROCESSING LETTERS journal 112541 2% 22% 217
10 NEURAL COMPUTATION journal 98999 3% 13% 327

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with term
in class
1 Computer Science, Artificial Intelligence 266643 37% 2% 4875
2 Engineering, Electrical & Electronic 24059 27% 0% 3474
3 Computer Science, Theory & Methods 19425 11% 1% 1456
4 Computer Science, Cybernetics 9513 3% 1% 340
5 Automation & Control Systems 8559 6% 1% 738
6 Computer Science, Hardware & Architecture 8081 5% 1% 613
7 Physics, Mathematical 5424 6% 0% 827
8 Computer Science, Information Systems 3971 5% 0% 666
9 Neurosciences 3348 12% 0% 1531
10 Computer Science, Interdisciplinary Applications 2723 5% 0% 590

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 TRANSDISCIPLINARY SCI 20781 0% 68% 13
2 IOWA INFORMAT INITIAT 20195 0% 79% 11
3 AUTONOMOUS SYST NETWORKED CONTROL 19929 0% 53% 16
4 COMMUN COMP SYST SCI DIST 19422 0% 40% 21
5 IMAGE SPEECH INTELLIGENT SYST GRP 18056 0% 37% 21
6 MATH NEUROINFORMAT GRP 16689 0% 71% 10
7 OPT NEURAL TECHNOL 14616 0% 48% 13
8 NEURAL COMP GRP 12963 0% 21% 27
9 AUTOMAT CONTROL SYST ENGN 12240 1% 6% 83
10 METROL COMPUTAT SCI 7561 0% 36% 9

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 IEEE TRANSACTIONS ON NEURAL NETWORKS 549448 6% 29% 824
2 NEURAL NETWORKS 334858 5% 21% 672
3 NEUROCOMPUTING 193956 7% 9% 893
4 NEURAL PROCESSING LETTERS 112541 2% 22% 217
5 NEURAL COMPUTATION 98999 3% 13% 327
6 NEURAL COMPUTING & APPLICATIONS 54340 2% 10% 234
7 NETWORK-COMPUTATION IN NEURAL SYSTEMS 44336 1% 18% 104
8 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 32510 1% 11% 122
9 INTERNATIONAL JOURNAL OF NEURAL SYSTEMS 17226 1% 11% 68
10 LECTURE NOTES IN COMPUTER SCIENCE 17094 6% 1% 834

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with term
in class		 LCSH search Wikipedia search
1 EXTREME LEARNING MACHINE 409863 3% 50% 348 Search EXTREME+LEARNING+MACHINE Search EXTREME+LEARNING+MACHINE
2 NEURAL NETWORKS 248822 12% 7% 1550 Search NEURAL+NETWORKS Search NEURAL+NETWORKS
3 FEEDFORWARD NEURAL NETWORKS 184932 1% 45% 178 Search FEEDFORWARD+NEURAL+NETWORKS Search FEEDFORWARD+NEURAL+NETWORKS
4 RECURRENT NEURAL NETWORKS 176340 2% 27% 285 Search RECURRENT+NEURAL+NETWORKS Search RECURRENT+NEURAL+NETWORKS
5 ASSOCIATIVE MEMORY 138517 2% 26% 228 Search ASSOCIATIVE+MEMORY Search ASSOCIATIVE+MEMORY
6 EXTREME LEARNING MACHINE ELM 97689 1% 52% 80 Search EXTREME+LEARNING+MACHINE+ELM Search EXTREME+LEARNING+MACHINE+ELM
7 BACKPROPAGATION 81944 2% 18% 199 Search BACKPROPAGATION Search BACKPROPAGATION
8 CMAC 73925 0% 63% 50 Search CMAC Search CMAC
9 HOPFIELD MODEL 58857 0% 46% 55 Search HOPFIELD+MODEL Search HOPFIELD+MODEL
10 NEOCOGNITRON 57254 0% 88% 28 Search NEOCOGNITRON Search NEOCOGNITRON

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 HUANG, G , HUANG, GB , SONG, SJ , YOU, KY , (2015) TRENDS IN EXTREME LEARNING MACHINES: A REVIEW.NEURAL NETWORKS. VOL. 61. ISSUE . P. 32 -48 98 60% 149
2 HUANG, GB , WANG, DH , LAN, Y , (2011) EXTREME LEARNING MACHINES: A SURVEY.INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS. VOL. 2. ISSUE 2. P. 107 -122 43 67% 534
3 WATKIN, TLH , RAU, A , BIEHL, M , (1993) THE STATISTICAL-MECHANICS OF LEARNING A RULE.REVIEWS OF MODERN PHYSICS. VOL. 65. ISSUE 2. P. 499 -556 71 85% 232
4 DING, SF , XU, XZ , NIE, R , (2014) EXTREME LEARNING MACHINE AND ITS APPLICATIONS.NEURAL COMPUTING & APPLICATIONS. VOL. 25. ISSUE 3-4. P. 549 -556 47 80% 7
5 CHEN, ZX , CAO, FL , (2016) SCATTERED DATA APPROXIMATION BY NEURAL NETWORKS OPERATORS.NEUROCOMPUTING. VOL. 190. ISSUE . P. 237 -242 39 98% 0
6 CAO, JW , LIN, ZP , (2015) EXTREME LEARNING MACHINES ON HIGH DIMENSIONAL AND LARGE DATA APPLICATIONS: A SURVEY.MATHEMATICAL PROBLEMS IN ENGINEERING. VOL. . ISSUE . P. - 51 66% 4
7 SHAO, ZF , ER, MJ , WANG, N , (2016) AN EFFICIENT LEAVE-ONE-OUT CROSS-VALIDATION-BASED EXTREME LEARNING MACHINE (ELOO-ELM) WITH MINIMAL USER INTERVENTION.IEEE TRANSACTIONS ON CYBERNETICS. VOL. 46. ISSUE 8. P. 1939 -1951 35 92% 1
8 VENKATESAN, R , ER, MJ , (2016) A NOVEL PROGRESSIVE LEARNING TECHNIQUE FOR MULTI-CLASS CLASSIFICATION.NEUROCOMPUTING. VOL. 207. ISSUE . P. 310 -321 35 97% 0
9 CARTWRIGHT, H , CURTEANU, S , (2011) NEURAL NETWORKS APPLIED IN CHEMISTRY. I. DETERMINATION OF THE OPTIMAL TOPOLOGY OF MULTILAYER PERCEPTRON NEURAL NETWORKS.JOURNAL OF CHEMOMETRICS. VOL. 25. ISSUE 10. P. 527 -549 68 51% 24
10 LI, CJ , YU, XH , HUANG, TW , CHEN, G , HE, X , (2016) A GENERALIZED HOPFIELD NETWORK FOR NONSMOOTH CONSTRAINED CONVEX OPTIMIZATION: LIE DERIVATIVE APPROACH.IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. VOL. 27. ISSUE 2. P. 308 -321 29 78% 7

Classes with closest relation at Level 2


Rank Class id link
1 3580 ADAPTIVE RESONANCE THEORY//FUZZY ARTMAP//ARTMAP
2 1806 GLOBAL EXPONENTIAL STABILITY//CELLULAR NEURAL NETWORKS//TIME VARYING DELAY
3 2769 SELF ORGANIZING MAP//PRINCIPAL CURVES//PRINCIPAL POINTS
4 2809 FUZZY TIME SERIES//JOURNAL OF GREY SYSTEM//GM1 1 MODEL
5 3103 OPTICAL COMPUTING//OPTICAL NEURAL NETWORKS//SYMBOLIC SUBSTITUTION
6 235 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//FEATURE SELECTION//MACHINE LEARNING
7 3439 SYSTEMAL METHOD//NEURAL NETWORKS COMPUTER//THEORY MED
8 3600 NEUROQUANTOLOGY//COMPUTAT NEURODYNAM//MACHINE CONSCIOUSNESS
9 481 NEURAL COMPUTATION//JOURNAL OF COMPUTATIONAL NEUROSCIENCE//SPIKING NEURAL NETWORKS
10 1997 SYSTEM IDENTIFICATION//RECURSIVE IDENTIFICATION//HAMMERSTEIN SYSTEM

Go to start page