Class information for:
Level 2: IEEE TRANSACTIONS ON NEURAL NETWORKS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//EXTREME LEARNING MACHINE

Basic class information
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
12 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 1181119
148 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//ROUGH SETS 65230
472 2             IEEE TRANSACTIONS ON NEURAL NETWORKS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//EXTREME LEARNING MACHINE 16106
3379 1                   ASSOCIATIVE MEMORY//HOPFIELD MODEL//BIDIRECTIONAL ASSOCIATIVE MEMORY 2030
5527 1                   FUZZY TIME SERIES//TIME SERIES FORECASTING//FUZZY FORECASTING 1641
7268 1                   FEEDFORWARD NEURAL NETWORKS//BACKPROPAGATION//IEEE TRANSACTIONS ON NEURAL NETWORKS 1413
7357 1                   SELF ORGANIZING MAP//COMPETITIVE LEARNING//CLIN PSYCHOTHER Y 1402
10662 1                   SYSTEMATICITY//RECURRENT NEURAL NETWORKS//CONNECTIONISM 1074
11592 1                   SIGMOIDAL FUNCTION//RIDGE FUNCTIONS//COMMUN COMP SYST SCI DIST 997
11940 1                   CMAC//CEREBELLAR MODEL ARTICULATION CONTROLLER CMAC//WAVELET NEURAL NETWORK 971
12345 1                   FORWARD REGRESSION//NARMAX//TRUCK SCALE 944
12562 1                   GENERALIZATION ERROR//LINEAR PERCEPTRON//TRANSDISCIPLINARY SCI 927
13691 1                   EXTREME LEARNING MACHINE//EXTREME LEARNING MACHINE ELM//SINGLE HIDDEN LAYER FEEDFORWARD NETWORK 850
16716 1                   ADAPTIVE RESONANCE THEORY//ARTMAP//FUZZY ARTMAP 665
20130 1                   WIDELY LINEAR MODEL//COMPLEX VALUED NEURAL NETWORKS//IMPROPER GAUSSIAN SIGNALING 496
20414 1                   RULE EXTRACTION//KNOWLEDGE INSERTION//RULE EXTRACTION FROM NEURAL NETWORKS 484
21342 1                   MINIMUM BIT ERROR RATE//CHANNEL EQUALIZATION//ASYMPTOTIC DECISION BOUNDARY 447
23456 1                   NEOCOGNITRON//MICROPOPULATION//DYNAMIC LINK MATCHING 368
29015 1                   N TUPLE CLASSIFIER//SIGMA PI//RAM BASED NEURAL NETWORKS 213
29317 1                   PAPER CAPILLARY PERMEATION ADSORPTION//GREAT EAGLE 25F//MANUFACTURING SURFACES 206
29918 1                   MORPHOLOGICAL NEURAL NETWORKS//LATTICE COMPUTING//MORPHOLOGICAL ASSOCIATIVE MEMORIES 194
30280 1                   RECURSIVE DETERMINISTIC PERCEPTRON//BINARY NEURAL NETWORKS//CLASS OF SEPARABILITY 187
30827 1                   HYPERSPECTRAL AIRBORNE IMAGES//INTEGRATED SENSORY INTELLIGENT SYSTEM//SECCIO INTELLIGENCIA ARTIFICIAL 177
34347 1                   HYLCAM//INDIRECT CODE GENERATION//SEISMIC DATA COMPRESSION 126
35777 1                   CATASTROPHIC INTERFERENCE//CATASTROPHIC FORGETTING//PSEUDOREHEARSAL 107
36347 1                   DYNAMIC NETWORK ARCHITECTURE//KOHONEN NODES//INFORMAT POLICY STUDIES 99
37100 1                   ANNEALING ROBUST LEARNING ALGORITHM//ROBUST LEARNING ALGORITHM//ESTIMATION QUALITY 88

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE TRANSACTIONS ON NEURAL NETWORKS journal 443871 5% 28% 810
2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE WoSSC 423781 43% 3% 6857
3 EXTREME LEARNING MACHINE authKW 407682 3% 50% 421
4 NEURAL NETWORKS journal 400548 5% 25% 814
5 FUZZY TIME SERIES authKW 253332 1% 88% 148
6 NEUROCOMPUTING journal 233355 7% 11% 1107
7 FEEDFORWARD NEURAL NETWORKS authKW 165559 1% 46% 186
8 ASSOCIATIVE MEMORY authKW 137900 2% 28% 253
9 NEURAL PROCESSING LETTERS journal 122196 2% 25% 255
10 RULE EXTRACTION authKW 96500 1% 46% 108

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 423781 43% 3% 6857
2 Computer Science, Theory & Methods 22073 11% 1% 1724
3 Engineering, Electrical & Electronic 21104 23% 0% 3708
4 Computer Science, Cybernetics 10967 3% 1% 409
5 Automation & Control Systems 8792 5% 1% 846
6 Computer Science, Information Systems 6507 6% 0% 940
7 Operations Research & Management Science 6275 5% 1% 791
8 Computer Science, Interdisciplinary Applications 6029 6% 0% 941
9 Physics, Mathematical 4261 5% 0% 838
10 Neurosciences 3676 11% 0% 1805

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IOWA INFORMAT INITIAT 20104 0% 86% 12
2 NEURAL COMP GRP 19288 0% 27% 36
3 NEURAL NETWORKS 19125 0% 25% 39
4 CLIN PSYCHOTHER Y 18817 0% 57% 17
5 COMMUN COMP SYST SCI DIST 14729 0% 38% 20
6 AUTOMAT CONTROL SYST ENGN 14031 1% 7% 99
7 TRANSDISCIPLINARY SCI 12440 0% 58% 11
8 IT EDUC 12186 0% 39% 16
9 MATH NEUROINFORMAT GRP 11304 0% 64% 9
10 IMAGE SPEECH INTELLIGENT SYST GRP 11087 0% 32% 18

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE TRANSACTIONS ON NEURAL NETWORKS 443871 5% 28% 810
2 NEURAL NETWORKS 400548 5% 25% 814
3 NEUROCOMPUTING 233355 7% 11% 1107
4 NEURAL PROCESSING LETTERS 122196 2% 25% 255
5 NEURAL COMPUTATION 93094 2% 14% 352
6 NEURAL COMPUTING & APPLICATIONS 74814 2% 12% 310
7 NETWORK-COMPUTATION IN NEURAL SYSTEMS 45333 1% 20% 115
8 EXPERT SYSTEMS WITH APPLICATIONS 27622 2% 4% 398
9 LECTURE NOTES IN COMPUTER SCIENCE 22937 7% 1% 1054
10 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 20862 1% 9% 115

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 EXTREME LEARNING MACHINE 407682 3% 50% 421 Search EXTREME+LEARNING+MACHINE Search EXTREME+LEARNING+MACHINE
2 NEURAL NETWORKS 294508 12% 8% 1873 Search NEURAL+NETWORKS Search NEURAL+NETWORKS
3 FUZZY TIME SERIES 253332 1% 88% 148 Search FUZZY+TIME+SERIES Search FUZZY+TIME+SERIES
4 FEEDFORWARD NEURAL NETWORKS 165559 1% 46% 186 Search FEEDFORWARD+NEURAL+NETWORKS Search FEEDFORWARD+NEURAL+NETWORKS
5 ASSOCIATIVE MEMORY 137900 2% 28% 253 Search ASSOCIATIVE+MEMORY Search ASSOCIATIVE+MEMORY
6 RULE EXTRACTION 96500 1% 46% 108 Search RULE+EXTRACTION Search RULE+EXTRACTION
7 EXTREME LEARNING MACHINE ELM 90324 1% 50% 92 Search EXTREME+LEARNING+MACHINE+ELM Search EXTREME+LEARNING+MACHINE+ELM
8 SELF ORGANIZING MAP 82934 2% 16% 270 Search SELF+ORGANIZING+MAP Search SELF+ORGANIZING+MAP
9 RECURRENT NEURAL NETWORKS 80928 1% 19% 218 Search RECURRENT+NEURAL+NETWORKS Search RECURRENT+NEURAL+NETWORKS
10 ADAPTIVE RESONANCE THEORY 79581 1% 50% 82 Search ADAPTIVE+RESONANCE+THEORY Search ADAPTIVE+RESONANCE+THEORY

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.

Classes with closest relation at Level 2


rank cluster_id2 link
1 1448 GLOBAL EXPONENTIAL STABILITY//CELLULAR NEURAL NETWORKS//TIME VARYING DELAY
2 3312 DOPPLER SIGNAL//DOPPLER HEART SOUNDS//ERYTHEMATO SQUAMOUS DISEASES
3 464 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//FEATURE SELECTION//SUPPORT VECTOR MACHINE
4 3183 SLICED INVERSE REGRESSION//SUFFICIENT DIMENSION REDUCTION//CENTRAL SUBSPACE
5 2457 FUZZY CLUSTERING//FUZZY C MEANS//CLUSTERING
6 2796 ARTIFICIAL NEURAL NETWORK//FLOOD FORECASTING//STREAMFLOW FORECASTING
7 437 FUZZY SETS AND SYSTEMS//AGGREGATION OPERATOR//IEEE TRANSACTIONS ON FUZZY SYSTEMS
8 3346 JOURNAL OF GREY SYSTEM//GREY SYSTEM//GM1 1 MODEL
9 609 NEURAL COMPUTATION//SPIKING NEURAL NETWORKS//JOURNAL OF COMPUTATIONAL NEUROSCIENCE
10 1010 SYSTEM IDENTIFICATION//ADAPTIVE FILTERING//ADAPTIVE FILTERS

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