Class information for:
Level 1: EXTREME LEARNING MACHINE//EXTREME LEARNING MACHINE ELM//SINGLE HIDDEN LAYER FEEDFORWARD NETWORK

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
13691 1                   EXTREME LEARNING MACHINE//EXTREME LEARNING MACHINE ELM//SINGLE HIDDEN LAYER FEEDFORWARD NETWORK 850

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 EXTREME LEARNING MACHINE authKW 7092230 47% 47% 403
2 EXTREME LEARNING MACHINE ELM authKW 1714777 11% 50% 92
3 SINGLE HIDDEN LAYER FEEDFORWARD NETWORK authKW 463459 2% 83% 15
4 SINGLE HIDDEN LAYER FEEDFORWARD NEURAL NETWORKS authKW 355936 1% 80% 12
5 IOWA INFORMAT INITIAT address 320448 1% 79% 11
6 ONLINE SEQUENTIAL LEARNING authKW 273019 1% 82% 9
7 OS ELM authKW 237291 1% 80% 8
8 NEUROCOMPUTING journal 223524 29% 2% 248
9 ELM KERNEL authKW 222463 1% 100% 6
10 INCREMENTAL EXTREME LEARNING MACHINE authKW 190681 1% 86% 6

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 55737 67% 0% 568
2 Engineering, General 680 7% 0% 62
3 Computer Science, Cybernetics 660 3% 0% 23
4 Mathematics, Interdisciplinary Applications 626 7% 0% 56
5 Automation & Control Systems 427 5% 0% 43
6 Computer Science, Theory & Methods 370 6% 0% 54
7 Engineering, Electrical & Electronic 357 14% 0% 122
8 Computer Science, Information Systems 289 5% 0% 46
9 Computer Science, Interdisciplinary Applications 241 5% 0% 44
10 Computer Science, Hardware & Architecture 127 2% 0% 21

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IOWA INFORMAT INITIAT 320448 1% 79% 11
2 MACHINE LEARNING COMPUTAT INTELLIGENCE 133301 2% 28% 13
3 BUSINESS MANAGEMENT ANALYT 74154 0% 100% 2
4 MOE COMPLEX SYST MODELING SIMULAT 74154 0% 100% 2
5 MED IMAGE COMP NEU 74150 0% 50% 4
6 IOT INFORMAT FUS TECHNOL ZHEJIANG 60832 1% 21% 8
7 ATR DEF 49435 0% 67% 2
8 ANYSCALE LEARNING ALL ALFA GRP 37077 0% 100% 1
9 B OOL ELECT ENGN 37077 0% 100% 1
10 BEIJING DAHENG MED EQUIPMENT CO LTD 37077 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 NEUROCOMPUTING 223524 29% 2% 248
2 COGNITIVE COMPUTATION 52027 3% 6% 25
3 NEURAL COMPUTING & APPLICATIONS 38584 6% 2% 51
4 MEMETIC COMPUTING 19760 1% 7% 8
5 NEURAL PROCESSING LETTERS 15726 2% 2% 21
6 INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS 12237 2% 3% 13
7 IEEE TRANSACTIONS ON CYBERNETICS 8829 2% 1% 17
8 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 7704 2% 1% 16
9 MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING 7320 1% 2% 12
10 MATHEMATICAL PROBLEMS IN ENGINEERING 6974 5% 0% 43

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 EXTREME LEARNING MACHINE 7092230 47% 47% 403 Search EXTREME+LEARNING+MACHINE Search EXTREME+LEARNING+MACHINE
2 EXTREME LEARNING MACHINE ELM 1714777 11% 50% 92 Search EXTREME+LEARNING+MACHINE+ELM Search EXTREME+LEARNING+MACHINE+ELM
3 SINGLE HIDDEN LAYER FEEDFORWARD NETWORK 463459 2% 83% 15 Search SINGLE+HIDDEN+LAYER+FEEDFORWARD+NETWORK Search SINGLE+HIDDEN+LAYER+FEEDFORWARD+NETWORK
4 SINGLE HIDDEN LAYER FEEDFORWARD NEURAL NETWORKS 355936 1% 80% 12 Search SINGLE+HIDDEN+LAYER+FEEDFORWARD+NEURAL+NETWORKS Search SINGLE+HIDDEN+LAYER+FEEDFORWARD+NEURAL+NETWORKS
5 ONLINE SEQUENTIAL LEARNING 273019 1% 82% 9 Search ONLINE+SEQUENTIAL+LEARNING Search ONLINE+SEQUENTIAL+LEARNING
6 OS ELM 237291 1% 80% 8 Search OS+ELM Search OS+ELM
7 ELM KERNEL 222463 1% 100% 6 Search ELM+KERNEL Search ELM+KERNEL
8 INCREMENTAL EXTREME LEARNING MACHINE 190681 1% 86% 6 Search INCREMENTAL+EXTREME+LEARNING+MACHINE Search INCREMENTAL+EXTREME+LEARNING+MACHINE
9 ONLINE SEQUENTIAL EXTREME LEARNING MACHINE OS ELM 185386 1% 100% 5 Search ONLINE+SEQUENTIAL+EXTREME+LEARNING+MACHINE+OS+ELM Search ONLINE+SEQUENTIAL+EXTREME+LEARNING+MACHINE+OS+ELM
10 ELM FEATURE SPACE 148309 0% 100% 4 Search ELM+FEATURE+SPACE Search ELM+FEATURE+SPACE

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 1


rank cluster_id2 link
1 12345 FORWARD REGRESSION//NARMAX//TRUCK SCALE
2 37100 ANNEALING ROBUST LEARNING ALGORITHM//ROBUST LEARNING ALGORITHM//ESTIMATION QUALITY
3 11592 SIGMOIDAL FUNCTION//RIDGE FUNCTIONS//COMMUN COMP SYST SCI DIST
4 18345 RESTRICTED BOLTZMANN MACHINE//DEEP LEARNING//AUTOENCODER
5 7268 FEEDFORWARD NEURAL NETWORKS//BACKPROPAGATION//IEEE TRANSACTIONS ON NEURAL NETWORKS
6 3426 TWIN SUPPORT VECTOR MACHINE//SUPPORT VECTOR MACHINE//MULTIPLE KERNEL LEARNING
7 22933 ECHO STATE NETWORK//RESERVOIR COMPUTING//LIQUID STATE MACHINE
8 13142 IMBALANCED DATASETS//IMBALANCED DATA//CLASS IMBALANCE
9 20130 WIDELY LINEAR MODEL//COMPLEX VALUED NEURAL NETWORKS//IMPROPER GAUSSIAN SIGNALING
10 30800 STEEL POURING LADLE//LADLE FURNACE//MOLTEN STEEL TEMPERATURE

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